Podcast mingguan Python yang dipandu oleh Christopher Bailey berisi wawancara, tips coding, dan percakapan dengan tamu dari komunitas Python.
Acara ini mencakup berbagai topik termasuk praktik terbaik pemrograman Python, tips karir, dan topik pengembangan perangkat lunak terkait. Bergabunglah dengan kami setiap Jumat pagi untuk mendengar apa yang baru dalam dunia pemrograman Python dan menjadi Pythonista yang lebih efektif.
17 April 2026 1 jam 15 menit
Apa teknik saat ini yang digunakan untuk meningkatkan kinerja sistem berbasis LLM? Bagaimana industri ini beralih dari pasca-pelatihan ke rekayasa konteks dan orkestrasi multi-agen? Minggu ini di acara tersebut, Jodie Burchell, ilmuwan data dan Ketua Tim Advokasi Python di JetBrains, kembali untuk membahas lanskap pengkodean AI saat ini.
27 Maret 2026 51m
Dengan banyaknya kode Python yang dapat dihasilkan sekarang, bagaimana tinjauan kode Anda? Apa saja keterbatasan peninjauan manusia, dan di manakah keunggulan peninjauan mesin? Christopher Trudeau kembali hadir minggu ini dengan kumpulan artikel dan proyek Mingguan PyCoder lainnya.
13 Maret 2026 1 jam 21 menit
Apa yang diperlukan untuk membuat tutorial yang Anda baca di Real Python? Apa saja langkah-langkah dalam proses editorial, dan siapa saja orang-orang di balik layar? Minggu ini di acara tersebut, anggota tim Real Python Martin Breuss, Brenda Weleschuk, dan Philipp Acsany bergabung dengan kami untuk mendiskusikan kurasi topik, tahapan peninjauan, dan jaminan kualitas.
06 Februari 2026 59m
Apa saja cara untuk meningkatkan cara Anda menggunakan GitHub? Bagaimana Anda bisa berkolaborasi secara lebih efektif dan meningkatkan penulisan teknis Anda? Minggu ini di acara tersebut, Adam Johnson kembali berbicara tentang buku barunya, "Boost Your GitHub DX:Tame the Octocat and Elevate Your Productivity".
16 Januari 2026 55m
Seberapa sering Anda mendengar tentang kecepatan Python? Apa yang sebenarnya diukur, di mana hambatannya---waktu pengembangan atau waktu berjalan---dan mana yang lebih penting bagi produktivitas? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
02 Januari 2026 32m
Mingguan PyCoder menyertakan lebih dari 1.500 link ke artikel, postingan blog, tutorial, dan proyek pada tahun 2025. Christopher Trudeau kembali hadir di acara minggu ini untuk membantu menyelesaikan semuanya dengan membagikan beberapa sorotan dan mengungkap beberapa permata tersembunyi dari tumpukan.
19 Des 2025 1j 1m
Apa keuntungan pengembangan berbasis spesifikasi dibandingkan dengan pengkodean getaran dengan LLM? Apakah tren terkini ini merupakan pergerakan menuju pemrograman deklaratif? Minggu ini di acara tersebut, Marc Brooker, VP dan Distinguished Engineer di AWS, bergabung dengan kami untuk mendiskusikan pengembangan berbasis spesifikasi dan Kiro.
05 Des 2025 50m
Apa kemajuan terkini dalam bidang komputasi kuantum dan komputasi kinerja tinggi? Dan alat Python apa yang dapat Anda gunakan untuk mengembangkan program yang berjalan di komputer kuantum? Di acara minggu ini, penulis Real Python Negar Vahid membahas tutorialnya, "Dasar-Dasar Komputasi Quantum Dengan Qiskit."
14 November 2025 59m
Bagaimana Anda mempersiapkan proyek ilmu data Python untuk produksi? Apa saja alat dan teknik penting yang membuat kode Anda dapat direproduksi, terorganisir, dan dapat diuji? Di acara minggu ini, Khuyen Tran dari CodeCut membahas buku barunya, "Ilmu Data Siap Produksi".
07 November 2025 54m
Apa saja teknik untuk menulis kode Python yang dapat dipelihara? Bagaimana Anda membuat Python Anda lebih mudah dibaca dan direfaktorisasi? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
24 Okt 2025 47m
Bagaimana kinerja Python 3.14 di bawah beberapa tolok ukur buatan tangan? Apakah kinerja asyncio berskala pada build free-threaded? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
17 Okt 2025 1 jam 4 menit
Bagaimana perubahan pengajaran Python kepada siswa muda seiring dengan munculnya LLM? Di acara minggu ini, Kelly Schuster-Paredes dari podcast Teaching Python bergabung dengan kami untuk mendiskusikan coding dan AI di kelas.
10 Okt 2025 56m
Python 3.14 telah hadir! Christopher Trudeau kembali untuk mendiskusikan versi baru dengan anggota tim Real Python, Bartosz Zaczyński. Tahun ini, Bartosz mengoordinasikan serangkaian artikel pratinjau dengan anggota tim Real Python dan menulis tutorial showcase, "Python 3.14:Fitur Baru yang Keren untuk Anda Coba." Kursus video Christopher, "Apa yang Baru di Python 3.14", mencakup topik-topik dari artikel dan menunjukkan cara kerja fitur-fitur baru.
03 Okt 2025 52m
Apa yang berubah dalam mempelajari Python selama beberapa tahun terakhir? Teknik baru dan saran terbaru apa yang harus dimiliki oleh para pemula saat mereka memulai perjalanan mereka? Di acara minggu ini, Stephen Gruppetta dan Martin Breuss kembali berdiskusi tentang awal belajar Python.
26 September 2025 42m
Apa cara yang baik untuk mengaktifkan atau menonaktifkan jalur kode tanpa menerapkan ulang perangkat lunak? Bagaimana Anda bisa menggunakan tanda fitur untuk mengalihkan fungsionalitas bagi pengguna tertentu aplikasi Anda? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
19 September 2025 1 jam 24 menit
Saat mengonversi REST API yang ada ke Model Context Protocol, apa yang harus Anda pertimbangkan? Anti-pola apa yang harus Anda hindari agar konteks agen AI tetap bersih? Minggu ini di acara tersebut, Kyle Stratis kembali mendiskusikan bukunya yang akan datang, "Agen AI dengan MCP".
12 September 2025 43m
Apa saja pilihan Anda untuk menghosting aplikasi atau skrip Python Anda? Apa keuntungan dari platform sebagai layanan, host berbasis kontainer, atau menyiapkan mesin virtual? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
05 Sep 2025 1 jam 28 menit
Apa yang terjadi dengan rilis terbaru model bahasa berukuran besar? Apakah industri ini telah mencapai batas maksimal dari undang-undang penskalaan, dan apakah tolok ukur yang ada saat ini memberikan penilaian kinerja yang dapat diandalkan? Minggu ini di acara tersebut, Jodie Burchell kembali membahas status rilis LLM terkini.
29 Agustus 2025 50m
Apa cara yang baik untuk menambahkan fungsionalitas yang terisolasi dan dapat digunakan kembali ke kelas Python? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
15 Agustus 2025 46m
Saat mempertimbangkan masalah pemrograman berorientasi objek, sebaiknya Anda memilih pewarisan atau komposisi? Mengapa penggunaan fungsi tidak menjadi lebih sederhana? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
08 Agustus 2025 1 jam 14 menit
Apa keuntungan menggunakan Polars untuk proyek data Python Anda? Kapan sebaiknya Anda menggunakan API yang lamban atau bersemangat, dan apa manfaatnya masing-masing? Minggu ini di acara tersebut, kami berbicara dengan Jeroen Janssens dan Thijs Nieuwdorp tentang buku baru mereka, _Python Polars:The Definitive Guide_.
25 Juli 2025 49m
Apa yang diperlukan untuk mendukung lebih dari 650.000 proyek dan hampir satu juta pengguna Indeks Paket Python? Di acara minggu ini, kami berbicara dengan Maria Ashna tentang tahun pertamanya sebagai Spesialis Dukungan PyPI perdana.
11 Juli 2025 45m
Bagaimana kinerja suatu algoritma bertahan ketika Anda memasukkannya ke dalam konteks yang realistis? Di manakah kode Python dapat menentang ekspektasi notasi Big O saat menggunakan profiler? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
04 Juli 2025 1j 13m
Apa yang memotivasi seseorang untuk belajar coding sebagai ilmuwan? Bagaimana Anda memanfaatkan kegembiraan dalam memecahkan masalah dengan cepat dan menghubungkan manfaat coding dalam karya ilmiah Anda? Minggu ini di acara tersebut, kami berbicara dengan Ben Lear dan Christopher Johnson tentang buku mereka "Coding For Chemists".
27 Juni 2025 54m
Apa yang diperlukan untuk membuat skrip Python yang efektif? Bagaimana Anda mengatur kode Anda, mengelola dependensi dengan PEP 723, dan menangani argumen baris perintah untuk hasil terbaik? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
13 Juni 2025 51m
Mencari panduan untuk memulai dengan buku catatan marimo? Bagaimana Anda membuat buku catatan yang dapat direproduksi untuk berbagi atau membuat dasbor dengan elemen UI interaktif? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
06 Juni 2025 1 jam 2 menit
Setelah Anda mempelajari kosakata dan sintaksis bahasa Python, bagaimana kemajuan Anda dalam mempelajari kombinasi yang tepat untuk dimasukkan ke dalam kode Anda? Bagaimana pustaka itertools bawaan Python dapat meningkatkan keterampilan Anda? Minggu ini di acara tersebut, kami berbicara dengan Rodrigo Girão Serrão tentang pengajaran Python melalui blognya dan kecintaannya pada perpustakaan itertools.
30 Mei 2025 34m
Apa saja cara Anda dapat mengelola kode multithread dengan Python? Teknik sinkronisasi apa yang tersedia dalam modul threading Python? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
16 Mei 2025 1j 31m
Apa cara terbaik untuk mencatat dependensi Python agar proyek Anda dapat direproduksi? Keuntungan apa yang akan diberikan oleh file kunci untuk proyek-proyek tersebut? Minggu ini di acara tersebut, kami menyambut kembali Pengembang Python Core Brett Cannon untuk mendiskusikan perjalanannya menghadirkan PEP 751 dan format file pylock.toml ke komunitas.
09 Mei 2025 59m
Apakah Anda mencari beberapa proyek di mana Anda dapat melatih keterampilan Python Anda? Apakah Anda ingin bereksperimen dengan membuat aplikasi AI generatif atau alat analisis sentimen grafik pengetahuan otomatis? Minggu ini di acara tersebut, kami berbicara dengan Raymond Camden tentang perjalanannya menggunakan Python, pekerjaannya dalam hubungan pengembang, dan proyek Python yang ditampilkan di blognya.
21 Maret 2025 1 jam 6 menit
Apa yang diperlukan untuk memperbarui salah satu buku paling populer tentang bekerja dengan Python? Setelah satu dekade perubahan dalam lanskap Python, proyek, perpustakaan, dan keterampilan apa yang relevan bagi pekerja kantoran? Di acara minggu ini, kami berbicara dengan tamu sebelumnya Al Sweigart tentang edisi ketiga "Otomatiskan Hal-Hal yang Membosankan Dengan Python".
07 Maret 2025 1 jam 10 menit
Haruskah Anda selalu mulai menguji kode Anda dengan pengujian unit? Kapan masuk akal untuk melihat integrasi atau pengujian end-to-end sebagai langkah pertama? Minggu ini di acara tersebut, kami berbicara dengan tamu sebelumnya Eric Matthes tentang di mana harus mulai menguji kode Anda.
28 Februari 2025 43m
Bagaimana Anda mempelajari istilah-istilah yang umum digunakan ketika berbicara tentang Python? Apa persamaan jargonnya dengan bahasa pemrograman lain? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
21 Februari 2025 1j 9m
Bagaimana Anda membuat visualisasi menarik yang menyampaikan kisah data Anda dengan paling baik? Metode apa yang dapat Anda terapkan dalam alat Python populer untuk meningkatkan plot dan grafik Anda? Minggu ini di acara tersebut, Matt Harrison kembali mendiskusikan buku barunya "Visualisasi Efektif:Memanfaatkan Matplotlib &Pandas."
31 Januari 2025 54m
Apa yang diperlukan untuk membuat pengujian otomatis untuk kode Python Anda? Haruskah Anda fokus pada pengujian bagian kode individual atau bagaimana keseluruhan sistem berjalan? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
24 Januari 2025 1 jam 22 menit
Apa saja alat model bahasa besar (LLM) saat ini yang dapat Anda gunakan untuk mengembangkan Python? Teknik dan strategi dorongan apa yang memberikan hasil lebih baik? Minggu ini di acara tersebut, kami berbicara dengan Simon Willison tentang penelitian LLM dan eksplorasinya dalam menulis kode Python dengan alat yang berkembang pesat ini.
17 Januari 2025 46m
Prinsip apa saja yang harus Anda pertimbangkan ketika mengambil keputusan tentang alat Python mana yang akan digunakan? Anti-pola apa yang menghalangi pengambilan keputusan yang tepat untuk tim Anda? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
10 Januari 2025 52m
Apa saja cara baru yang bisa kita lakukan untuk mengajar dan berbagi pengetahuan tentang Python? Bagaimana kami dapat meningkatkan struktur penawaran kami saat ini dan membangun sumber daya pendidikan baru untuk audiens pembelajar Python? Di acara minggu ini, anggota tim inti Real Python Stephen Gruppetta dan Martin Breuss bergabung dengan kami untuk mendiskusikan penyempurnaan situs dan cara-cara baru untuk mempelajari Python.
03 Januari 2025 41m
Mingguan PyCoder menyertakan lebih dari 1.500 link ke artikel, postingan blog, tutorial, dan proyek pada tahun 2024. Christopher Trudeau kembali hadir di acara minggu ini untuk membantu menyelesaikan semuanya dengan membagikan beberapa sorotan dan mengungkap beberapa permata yang hilang dari tumpukan.
20 Des 2024 1 jam 13 menit
Apa pendekatan terkini untuk menganalisis emosi dalam sebuah teks? Alat dan paket Python manakah yang harus Anda gunakan untuk analisis sentimen? Minggu ini, Jodie Burchell, advokat pengembang ilmu data di JetBrains, kembali ke acara tersebut untuk membahas analisis sentimen modern dengan Python.
29 November 2024 1 jam
Apa masalah umum dalam penggunaan buku catatan untuk pengembangan Python? Bagaimana Anda mengetahui keadaan saat ini, membagikan hasil yang dapat direproduksi, atau membuat aplikasi interaktif? Pada acara minggu ini, kami berbicara dengan Akshay Agrawal tentang notebook marimo reaktif sumber terbuka untuk Python.
22 November 2024 45m
Apa yang membuat semangat Anda tetap hidup dalam mengembangkan perangkat lunak dan mempelajari Python? Apakah Anda suka mencoba kerangka kerja baru, membuat proyek mainan, atau berkolaborasi dengan pengembang lain? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
15 November 2024 1j 9m
Bagaimana Anda membangun proyek dan komunitas sumber terbuka yang berkelanjutan? Pelajaran apa yang bisa dipetik dari sejarah Python dan kekacauan yang dialami komunitas WordPress saat ini? Minggu ini di acara tersebut, kami berbicara dengan Paul Everitt dari JetBrains tentang navigasi pendanaan sumber terbuka dan dimulainya Python Software Foundation.
08 November 2024 47m
Apakah Anda menginginkan fleksibilitas f-string tetapi memerlukan pemeriksaan keamanan? Bagaimana jika Anda dapat menunda evaluasi untuk logging atau menghindari serangan injeksi? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
01 November 2024 1j 19m
Apa yang diperlukan untuk membangun aplikasi spreadsheet dengan Python yang berjalan di browser? Bagaimana Anda meluncurkannya dengan cepat, dan di mana Anda menyimpan sel data? Di acara minggu ini, kami berbicara dengan Chris Laffra tentang proyeknya, PySheets, dan bukunya "Communication for Engineers".
25 Okt 2024 43m
Perubahan apa yang terjadi pada versi terbaru Python? Bagaimana pembaruan ini menjadi landasan bagi Python yang lebih cepat di tahun-tahun mendatang? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
11 Okt 2024 55m
Python 3.13 telah hadir! Tamu tetap kami, Geir Arne Hjelle dan Christopher Trudeau, kembali untuk mendiskusikan versi baru. Tahun ini, Geir Arne mengoordinasikan serangkaian artikel pratinjau dengan anggota tim Real Python dan tutorial showcase, "Python 3.13:Fitur Baru yang Keren untuk Anda Coba." Kursus video Christopher "Apa yang Baru dengan Python 3.13" mencakup topik-topik dari artikel dan menunjukkan cara kerja fitur-fitur baru.
20 Sep 2024 1 jam 6 menit
Apa saja strategi untuk menjadi pengembang produktif penderita ADHD? Bagaimana Anda dapat membantu anggota tim Anda yang menderita ADHD agar berhasil dan menyelesaikan proyek? Di acara minggu ini, kami berbicara dengan Chris Ferdinandi tentang situs web dan podcastnya "ADHD For the Win!"
23 Agustus 2024 1 jam 6 menit
Apakah Anda tertarik belajar robotika dengan Python? Bisakah proyek fisik berbasis elektronik menumbuhkan minat anak dalam coding? Di acara minggu ini, kami berbicara dengan penulis Marwan Alsabbagh tentang bukunya "Bangun Robot Anda Sendiri - Menggunakan Python, CRICKIT, dan Raspberry Pi."
16 Agustus 2024 55m
Apa praktik terbaik untuk mengatur proyek analisis data dengan Python? Apa keuntungan dari pendekatan ilmu data yang lebih berpusat pada paket? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
26 Juli 2024 1 jam 10 menit
Apakah Anda memerlukan bantuan untuk membuat tabel data dengan Python terlihat menarik dan atraktif? Bagaimana Anda bisa membuat tabel cantik yang siap ditampilkan semudah bagan dan grafik dengan Python? Minggu ini di acara tersebut, kami berbicara dengan Richard Iannone dan Michael Chow dari Posit tentang perpustakaan Great Tables Python.
12 Juli 2024 1 jam 4 menit
Pernahkah Anda bertanya-tanya tentang teori grafik dan bagaimana cara mulai menjelajahinya dengan Python? Sumber daya dan pustaka Python apa yang dapat Anda gunakan untuk bereksperimen dan mempelajari lebih lanjut? Minggu ini di acara tersebut, mantan co-host David Amos kembali untuk berbicara tentang apa yang dia lakukan dan berbagi pengetahuannya tentang teori grafik dengan Python.
05 Juli 2024 48m
Apakah Python membulatkan angka dengan cara yang sama seperti yang Anda pelajari di kelas matematika? Anda mungkin akan terkejut dengan metode default yang digunakan Python dan beragam cara membulatkan angka dengan Python. Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
28 Juni 2024 55m
Teknik apa yang digunakan untuk mensintesis suara gitar dengan Python? Pemrograman tingkat tinggi dan konsep Python apa yang dapat Anda praktikkan sambil membangun proyek tingkat lanjut? Minggu ini di acara tersebut, kami berbincang dengan penulis Real Python dan anggota tim inti Bartosz Zaczyński tentang proyek langkah demi langkah terbarunya, Membangun Synthesizer Gitar:Mainkan Tabulasi Musik dengan Python.
14 Juni 2024 1 jam 7 menit
Bagaimana Anda menemukan poin paling menarik atau mencurigakan dalam data Anda? Pustaka dan teknik apa yang dapat Anda gunakan untuk mendeteksi anomali ini dengan Python? Di acara minggu ini, kami berbicara dengan penulis Brett Kennedy tentang bukunya "Outlier Detection in Python".
17 Mei 2024 1j 1m
Bagaimana rasanya mempelajari Python sebagai pengembang tunanetra atau tunanetra? Bagaimana Anda dapat meningkatkan aksesibilitas aplikasi web Python Anda dan mempelajari pedoman terkini? Di acara minggu ini, anggota komunitas Real Python, Audrey van Breederode, membahas perjalanan pemrogramannya, aksesibilitas web, dan teknologi pendukungnya.
26 April 2024 59m
Bagaimana Anda memverifikasi dan memvalidasi data yang masuk ke aplikasi web Python Anda? Alat dan praktik terbaik keamanan apa yang harus Anda pertimbangkan sebagai pengembang? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
19 April 2024 1 jam 9 menit
Apa keuntungan menggunakan sistem pemrosesan data terpisah? Bagaimana Anda menulis kueri yang dapat digunakan kembali untuk berbagai platform data backend? Pada acara minggu ini, Phillip Cloud, pengelola utama Ibis, akan membahas pustaka kerangka data Python portabel ini.
12 April 2024 1 jam 5 menit
Apa itu budaya kesalahan, dan bagaimana cara menghindarinya dalam organisasi Anda? Bagaimana Anda menavigasi kelelahan peringatan dan notifikasi? Hei, ini episode #200! Pemimpin redaksi Real Python, Dan Bader, bergabung dengan kami minggu ini untuk merayakannya. Christopher Trudeau juga kembali membawa kumpulan artikel dan proyek Mingguan PyCoder lainnya.
05 April 2024 1 jam 8 menit
Bagaimana Anda menyesuaikan chatbot LLM untuk menangani kumpulan dokumen dan data? Alat dan teknik apa yang dapat Anda gunakan untuk membuat penyematan ke dalam database vektor? Minggu ini di acara tersebut, Calvin Hendryx-Parker kembali membahas pengembangan antarmuka obrolan berbasis Model Bahasa Besar yang didukung AI.
29 Maret 2024 49m
Bisakah Anda membuat klon Space Invaders menggunakan modul turtle bawaan Python? Apa kelebihan yang diberikan perpustakaan visualisasi data Seaborn dibandingkan dengan Matplotlib? Christopher Trudeau kembali tampil minggu ini, bersama dengan tamu istimewa anggota tim inti Real Python, Bartosz Zaczyński. Kami membagikan kumpulan artikel dan proyek Mingguan PyCoder lainnya.
22 Maret 2024 50m
Bagaimana Python digunakan untuk mengotomatisasi proses di laboratorium? Bagaimana cara mempercepat kerja ilmiah dalam pengurutan DNA? Di acara minggu ini, Mahasiswa PhD Teknik Kimia Parsa Ghadermazi hadir untuk membahas Python dalam bioinformatika.
23 Februari 2024 1j 9m
Bagaimana Anda menghindari kemacetan sistem pemrosesan data? Apakah mungkin membuat alat yang memisahkan penyimpanan dan komputasi? Pada acara minggu ini, pembuat perpustakaan panda Wes McKinney hadir untuk membahas Apache Arrow, sistem data yang dapat disusun, dan kolaborasi komunitas.
09 Februari 2024 1j 1m
Bagaimana Anda mengelola ketergantungan proyek ilmu data berskala besar? Bagaimana Anda memigrasikan proyek tersebut dari laptop ke infrastruktur cloud atau menggunakan GPU dan beberapa instance secara paralel? Di acara minggu ini, Savin Goyal kembali membahas pembaruan pada kerangka kerja sumber terbuka Metaflow.
02 Februari 2024 1j 19m
Bagaimana rasanya mengikuti sprint pengembang pertama Anda di sebuah konferensi? Bagaimana Anda menemukan masalah yang sesuai untuk ditangani sebagai kontributor sumber terbuka yang baru? Di acara minggu ini, penulis dan insinyur perangkat lunak Stefanie Molin hadir untuk berdiskusi tentang cara mulai berkontribusi pada proyek sumber terbuka.
19 Januari 2024 1 jam 15 menit
Bagaimana Anda bisa mengukur kualitas model bahasa yang besar? Alat apa yang dapat mengukur tingkat bias, toksisitas, dan kebenaran dalam model menggunakan Python? Minggu ini di acara tersebut, Jodie Burchell, advokat pengembang ilmu data di JetBrains, kembali membahas teknik dan alat untuk mengevaluasi LLM Dengan Python.
12 Januari 2024 54m
Apakah Anda perlu mentransfer kumpulan data ekstensif untuk proyek sains? Apa cara terbaik untuk mengirim kode yang dapat dieksekusi melalui kabel untuk pemrosesan terdistribusi? Apa saja cara berbeda untuk membuat serial data dengan Python? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
05 Januari 2024 1j 14m
Apakah Anda tertarik untuk menggunakan keahlian Python Anda di Excel? Apakah Anda ingin berbagi proyek ilmu data atau visualisasi sebagai satu file Office? Di acara minggu ini, kami berbicara dengan Arsitek Utama John Lam dan Sr. Advokat Pengembang Cloud Sarah Kaiser dari Microsoft tentang Python di Excel.
29 Des 2023 53m
Tiga anggota tim Real Python bergabung dengan kami minggu ini:Kate Finegan, Tappan Moore, dan Philipp Acsany. Kami ingin berbagi ringkasan akhir tahun yang berisi tutorial, proyek langkah demi langkah, percakapan kode, dan kursus video yang menampilkan apa yang dibuat tim kami tahun ini.
22 Des 2023 38m
Ini merupakan tahun yang menarik bagi bahasa dan komunitas Python. Mingguan PyCoder menyertakan lebih dari 1.500 link ke artikel, postingan blog, tutorial, dan proyek pada tahun 2023. Christopher Trudeau kembali hadir di acara minggu ini untuk membantu menyelesaikan semuanya dengan berbagi beberapa sorotan dan tren Python sepanjang tahun.
08 Des 2023 1 jam 6 menit
Apa yang termasuk dalam tinjauan kode dengan Python? Apakah ada perbedaan dalam cara organisasi besar melakukan tinjauan kode dibandingkan dengan organisasi kecil? Apa yang Anda lakukan jika Anda seorang pengembang solo? Minggu ini di acara tersebut, Brendan Maginnis dan Nick Thapen dari Sourcery kembali untuk berbicara tentang peninjauan kode dan bantuan kode otomatis.
01 Des 2023 56m
Pernahkah Anda memikirkan cara untuk meningkatkan bahasa Python? Bagaimana Anda membagikan ide Anda dengan pengembang inti dan memulai diskusi di komunitas Python? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
17 November 2023 54m
Apakah pertumbuhan sistem kecerdasan buatan (AI) saat ini membuat Anda bertanya-tanya bagaimana masa depan pengembang Python? Apa manfaat tersembunyi dari belajar pemrograman dengan Python dan mempraktikkan pemikiran komputasi? Minggu ini di acara tersebut, kami berbicara dengan penulis Lawrence Gray tentang bukunya yang akan datang "Mastering Python:A Problem Solving Approach."
10 November 2023 48m
Sudahkah Anda mempelajari dasar-dasar Python, dan apakah Anda sekarang mempertimbangkan untuk membangun proyek yang lebih luas atau aplikasi yang lengkap? Di mana Anda dapat mempelajari arsitektur proyek Python yang ada dan mempelajari praktik terbaik? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
03 November 2023 56m
Apakah Anda memahami beberapa perintah dasar untuk Git saat membangun proyek Python Anda? Apakah Anda ingin meningkatkan teknik kontrol versi dan menjadi lebih efisien dengan baris perintah Git? Minggu ini di acara tersebut, Adam Johnson kembali berbicara tentang buku barunya, "Boost Your Git DX."
27 Okt 2023 57m
Bagaimana Anda mempersiapkan proyek ilmiah Python untuk dibagikan kepada orang lain? Bisakah Anda menggunakan beberapa praktik dan panduan terbaik untuk pengemasan, dokumentasi, dan pengujian? Christopher Trudeau kembali hadir minggu ini, membawakan artikel dan proyek Mingguan PyCoder lainnya.
20 Okt 2023 58m
Anda mungkin ingat pengumuman Python Package Index (PyPI) baru-baru ini tentang mempekerjakan seorang insinyur keamanan penuh waktu. Kami juga telah menyebutkan beberapa inisiatif keamanan terkini dari PyPI. Minggu ini di acara tersebut, kami berbicara dengan Mike Fiedler tentang menerima peran baru ini dan mengamankan akun di PyPI.
13 Okt 2023 1j 3m
What fundamental developer skills are new Python users missing? What best practices might developers without a computer science background be lacking? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.
Oct 06, 2023 1h 6m
Python 3.12 is here! Our regular guests, Geir Arne Hjelle and Christopher Trudeau, return to discuss the new version. Geir Arne coordinated a series of preview articles with several members of the Real Python team this year, and his showcase tutorial, "Python 3.12:Cool New Features for You to Try," came out on October 2. Christopher's video course was posted the next day, covering the topics from the article with visual examples of Python 3.12 in action.
Sep 29, 2023 1h 10m
What can you learn from feeding an entire book on Python programming into ChatGPT-4 and asking it to provide a technical review? What are the potential pitfalls of using an LLM as a learning tool? This week on the show, author Al Sweigart talks about his recent experiments using ChatGPT and Python.
Sep 15, 2023 1h 3m
When choosing a tool for profiling Python code performance, should it focus on the CPU, GPU, memory, or individual lines of code? What if it looked at all those factors and didn't alter code performance while measuring it? This week on the show, we talk about Scalene with Emery Berger, Professor of Computer Science at the University of Massachusetts Amherst.
Sep 08, 2023 50m
Are you writing efficient Python with as few lines of code as possible? Are you familiar with the many built-in language features that will simplify your code and make it more Pythonic? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.
Sep 01, 2023 1h 5m
What should you consider when picking a font for coding in Python? What characters and their respective glyphs should you check before making your decision? This week on the show, we talk with Real Python author and core team member Philipp Acsany about his recent article, Choosing the Best Coding Font for Programming.
Aug 25, 2023 1h 5m
How can you improve a classification model while avoiding overfitting? Once you have a model, what tools can you use to explain it to others? This week on the show, we talk with author and Python trainer Matt Harrison about his new book Effective XGBoost:Tuning, Understanding, and Deploying Classification Models.
Aug 11, 2023 49m
Have you ever encountered strange behavior when trying something new in Python? What are common quirks hiding within the language? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Aug 04, 2023 1h 14m
What are the new ways to describe your data in pandas 2.0? Will the addition of Apache Arrow to the data back end foster the growth of data interoperability? This week on the show, we talk with pandas core developer Marc Garcia about the release of pandas 2.0.
Jun 09, 2023 1h
Have you thought about getting more involved in the Python community? Are you interested in volunteering for an event or becoming an organizer? This week on the show, we speak with organizers from this year's PyCascades conference about making connections, learning new skills, and rationing your time.
May 26, 2023 54m
Would you like to speed up your Python machine-learning code dramatically? What if you only had to change a few keywords and add a couple of type hints on portions of your code? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
May 12, 2023 1h 9m
How do Python virtual environments work under the hood? How does understanding these concepts help you with managing them for your projects? This week on the show, CPython core developer Brett Cannon returns to discuss his recent articles about virtual environments and the Python packaging landscape.
May 05, 2023 38m
How can you ensure that you've appropriately declared your project's required dependencies? How do you determine what dependencies are missing from a third-party project that you can't run? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Apr 28, 2023 1h 19m
Are you familiar with the different versions of WebAssembly? Could WASM be the "write once, run everywhere" solution that developers have searched for? Where does distributing Python applications fit in the narrative? This week on the show, we have CPython core developer Brett Cannon to discuss his recent articles about WebAssembly and MVPy.
Mar 31, 2023 1h
Have you ever installed a Python package without knowing anything about it? What best practices should you employ to ensure the quality of your next package installation? Christopher Trudeau is back this week, bringing another batch of PyCoder's Weekly articles and projects. We also have Python Software Foundation executive director, Deb Nicholson, to share details about PyCon US 2023.
Mar 24, 2023 1h 2m
What are the core lessons you've learned along your Python development journey? What are key takeaways you would share with new users of the language? This week on the show, Duarte Oliveira e Carmo is here to discuss his recent talk, "Four Years of Python."
Mar 17, 2023 53m
Have you explored Python's collections module? Within it, you'll find a powerful factory function called namedtuple(), which provides multiple enhancements over the standard tuple for writing clearer and cleaner code. This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Mar 10, 2023 1h 11m
Are you interested in deploying your Python project everywhere? This week on the show, Russell Keith-Magee, founder and maintainer of the BeeWare project, returns. Russell shares recent updates to Briefcase, a tool that converts a Python application into native installers on macOS, Windows, Linux, and mobile devices.
Mar 03, 2023 1h 7m
Have you decided how you're going to deploy your Django project? Should you use a VPS or a PaaS? Christopher Trudeau is back this week, bringing another batch of PyCoder's Weekly articles and projects. We also have organizers from PyCascades to share details about this year's hybrid in-person and virtual conference.
Feb 24, 2023 1h 8m
Are you still using loops and lists to process your data in Python? Have you heard of a Python library with optimized data structures and built-in operations that can speed up your data science code? This week on the show, Jodie Burchell, developer advocate for data science at JetBrains, returns to share secrets for harnessing linear algebra and NumPy for your projects.
Feb 17, 2023 59m
Would you like to practice your Python skills while building a challenging word game? Have you been wanting to learn more about creating command-line interfaces and making them colorful and interactive? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Jan 27, 2023 54m
Have you worked on a project that needed an orchestration tool? How do you define the workflow of an entire data pipeline or a messaging system with Python? This week on the show, Calvin Hendryx-Parker is back to talk about using Apache Airflow and orchestrating Python projects.
Jan 20, 2023 56m
Have you used the Python Read-Eval-Print Loop (REPL) to explore the language and learn about how it operates? Would it help if it provided syntax highlighting, definitions, and code completion and behaved more like an IDE? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Jan 13, 2023 57m
How can you get more performance from your existing data science infrastructure? What if a DataFrame library could take advantage of your machine's available cores and provide built-in methods for handling larger-than-RAM datasets? This week on the show, Liam Brannigan is here to discuss Polars.
Dec 23, 2022 1h 16m
It's been another year of changes at Real Python! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python material this year. We added some new members to the team, updated the site's features, and created new styles of tutorials and video courses.
Dec 16, 2022 1h
What advantages can a build system provide for a Python developer? What new skills are required when working with a team of developers? This week on the show, Benjy Weinberger from Toolchain is here to discuss the Pants build system and getting started with continuous integration (CI).
Dec 02, 2022 57m
How do you prepare a dataset for machine learning (ML)? How do you go beyond cleaning the data and move toward measuring how the model performs? This week on the show, Jodie Burchell, developer advocate for data science at JetBrains, returns to talk about strategies for better ML model performance.
Nov 25, 2022 57m
How do you build a REST API using the Flask web framework? How can you quickly add endpoints while automatically generating documentation? This week on the show, Real Python author Philipp Acsany is here to discuss his tutorial series "Python REST APIs With Flask, Connexion, and SQLAlchemy." Christopher Trudeau is also here with another batch of PyCoder's Weekly articles and projects.
Nov 04, 2022 1h 2m
Python 3.11 is here! Our regular guests, Geir Arne Hjelle and Christopher Trudeau, return to talk about the new version. Geir Arne wrote a series of preview tutorials earlier this year, and his annual piece, titled "Python 3.11:Cool New Features for You to Try," was published on October 24. Christopher's video course came out the next day, covering the topics from the tutorial with visual examples of Python 3.11 in action.
Oct 21, 2022 1h 9m
Does your company have a plan for growing an internal Python community? What are the attributes to look for when bringing someone into your department? This week on the show, Pablo Galindo Salgado returns to talk about building community through the Python Guild at Bloomberg and managing the release of Python 3.11.
Oct 14, 2022 56m
Where should you use an ellipsis in Python? How does it behave as a placeholder in a script, project, or stub file? What are the next goals for the Faster CPython project? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Oct 07, 2022 1h 3m
Have you used a memory profiler to gauge the performance of your Python application? Maybe you're using it to troubleshoot memory issues when loading a large data science project. What could running a profiler show you about a codebase you're learning? This week on the show, Pablo Galindo Salgado returns to talk about Memray, a powerful tracing memory profiler.
Sep 23, 2022 1h 10m
Are you interested in using Python in an industry outside of software development? Would adding a few custom software tools increase efficiency and make your coworkers' jobs easier? This week on the show, Josh Burnett talks about using Python as a mechanical engineer.
Sep 09, 2022 1h 20m
Have you wanted to understand recursion and how to use it in Python? Are you familiar with the call stack and how it relates to tracebacks? This week on the show, Al Sweigart talks about his new book, "The Recursive Book of Recursion."
Sep 02, 2022 1h 13m
How does a code completion tool work? What is an Abstract Syntax Tree, and how is it created in Python? How does an AST help you write programs and projects that inspect and modify your Python code? This week on the show, Meredydd Luff, co-founder of Anvil, shares his PyCon talk, "Building a Python Code Completer."
Aug 12, 2022 50m
What's the big breakthrough for Natural Language Processing (NLP) that has dramatically advanced machine learning into deep learning? What makes these transformer models unique, and what defines "attention?" This week on the show, Jodie Burchell, developer advocate for data science at JetBrains, continues our talk about how machine learning (ML) models understand and generate text.
Aug 05, 2022 43m
Is there someone in your life you'd like to inspire to learn Python? Mission Encodeable is a website designed to teach people to code, built by two high-school students. This week on the show, Anna and Harry Wake talk about creating their site and motivating people to start coding.
Jul 29, 2022 58m
How do you process and classify text documents in Python? What are the fundamental techniques and building blocks for Natural Language Processing (NLP)? This week on the show, Jodie Burchell, developer advocate for data science at JetBrains, talks about how machine learning (ML) models understand text.
Jul 22, 2022 54m
How do you start building your project documentation? What if you had a tool that could do the heavy lifting and automatically write large portions directly from your code? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Jul 15, 2022 1h 6m
How maintainable is your Python code? Is it possible to hold the code for your functions in your head? When is it appropriate to use measurements in a code review? This week on the show, Reka Horvath and Ben Martineau from Sourcery are here to discuss their recent PyCon talk, "Actionable insights vs ranking:How to use and how NOT to use code quality metrics."
Jun 24, 2022 56m
Have you heard about PyScript? The brand-new framework has the community excited about building interactive Python applications that run entirely within the user's browser. Would you like to dig into the details beyond the "Hello World" examples? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Jun 17, 2022 1h 1m
Are you interested in a career in security using Python? Would you like to stay ahead of potential vulnerabilities in your Python applications? This week on the show, James Pleger talks about Python information security, incident response, and forensics.
Jun 10, 2022 50m
Would you like a fast way to share your data science project results as an interactive dashboard instead of a Jupyter notebook? Streamlit is a library for creating simple web apps and dashboards using just Python. This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
Jun 03, 2022 46m
What do you do when your data science project doesn't fit within your computer's memory? One solution is to distribute it across multiple worker machines. This week on the show, Guido Imperiale from Coiled talks about Dask and managing large data science projects through distributed computing.
May 27, 2022 51m
What are the differences between the various Python game frameworks? Would it help to see a couple of game examples across several libraries to understand the distinctions? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
May 20, 2022 58m
Would you like a way to send structured serialized data between different platforms and languages? What if the data was self-documenting, could automatically generate Python code, and would validate itself? This week on the show, Liran Haimovitch talks about protocol buffers and communicating with microservices through Remote Procedure Calls (RPC).
May 13, 2022 56m
Did you know you can add testing to your Python code while simultaneously documenting it? Using docstrings, you can create examples of how your functions should interact in a Python REPL and test them with the built-in doctest module. This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.
May 06, 2022 56m
Have you heard about the projects working toward getting Python to run in the browser? Maybe you would like to try it out for yourself, by building an interactive Python REPL with Pyodide and WebAssembly (WASM). This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.
Apr 15, 2022 58m
Do you know the difference between creating a class instance and initializing it? Would you like an interactive tour of the Python Pillow library? This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.
Apr 08, 2022 1h 21m
What goes into creating those enhanced error messages in the latest versions of Python? How does the new PEG parser help to pinpoint where errors have occurred? This week on the show, Pablo Galindo Salgado talks about the work that goes into creating these improvements.
Apr 01, 2022 53m
Do you understand how a hash table works? What if you could learn about building one while practicing test-driven development? What are best practices when designing a REST API? This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.
Mar 18, 2022 47m
Would you like to build visualizations that allow your audience to play with data? How do you effectively use Python's assert statement during development? This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.
Mar 11, 2022 1h 3m
There are many ways to get Python installed on your computer. If you were going to start fresh, what tools would you use? What if you need to manage multiple versions of Python and virtual environments? What about all the additional tools that make your coding workflow complete? This week on the show, Calvin Hendryx-Parker is here to talk about bootstrapping your Python environment.
Feb 18, 2022 51m
Have you been wanting to explore fractals and complex numbers in Python? Would you like to practice working with APIs in Python through a new project? This week on the show, Christopher Trudeau is here, and he's taking on the task of curating new issues of PyCoder's Weekly going forward. He'll be joining me as a cohost every other week and bringing a fresh batch of PyCoder's Weekly articles and projects.
Feb 11, 2022 49m
How often have you thought about your Developer Experience (DX)? How do you improve your workflow, find documentation, and simplify code formatting? This week on the show, Adam Johnson is here to talk about his new book, "Boost Your Django DX."
Feb 04, 2022 59m
Would you like to experiment with analyzing or manipulating audio with Python? This week on the show, we have Braden Riggs from DolbyIO to discuss extracting audio features and Python libraries for reshaping audio. Braden shares techniques from his recent talk at PyData Global, "Unlocking More From Your Audio Data!"
Jan 28, 2022 1h 6m
How can you can speed up Python? Have you thought of using a JIT (Just-In-Time Compiler)? This week on the show, we have Real Python author and previous guest Anthony Shaw to talk about his project Pyjion, a drop-in JIT compiler for CPython 3.10.
Jan 21, 2022 58m
Are you looking for a project to practice your Django skills? Designing the fundamental interactions of a social network is an instructive way to explore models and relationships while learning advanced Django skills. This week on the show, we talk with previous guest Martin Breuss about his new four-part series, "Build a Social Network With Django".
Jan 07, 2022 58m
A year ago, we had Brett Cannon on the show to discuss his blog series about unravelling Python's syntactic sugar. Brett has written 15 more entries in the series, and he returns to the show this week to continue our conversation. We dive into unravelling 'async' and 'await' statements and their relationship with Python's generators.
Dec 24, 2021 1h 3m
It's been a year of change at Real Python! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python articles this year. We also added many new members to the team, updated the site's features, and created new styles of tutorials and projects.
Dec 10, 2021 57m
Are you ready to break open the first days of puzzles from the annual Advent of Code challenge? Advent of Code is an advent calendar of twenty-five programming puzzles published each December. Practicing solving puzzles is a great way to build your Python skills. This week on the show, we have previous guest and Real Python author Geir Arne Hjelle to discuss his recent article titled, "Advent of Code:Solving Your Puzzles With Python."
Dec 03, 2021 1h 21m
There seem to be three kinds of Python developers:those unaware of type hints or have no opinion, ones that embrace them, and others who have an allergic reaction at the mention of them. Python is famously a dynamically typed language, but there are advantages to adding type hints to your code. This week on the show, we have Luciano Ramalho to discuss his recent talk titled, "Type hints, protocols, and good sense."
Nov 19, 2021 57m
Have you wanted to work with RSS feeds in Python? Maybe you're looking for a new project to build for your portfolio that uses Django, unit tests, and custom commands. This week on the show, we have Real Python author Ricky White to talk about his recent step-by-step project titled, "Build a Content Aggregator in Python."
Nov 12, 2021 1h 22m
Do you remember the One Laptop Per Child program? What went wrong, and what can we learn from the program's failure? What are the potential pitfalls of charismatic technology, and how can we avoid them when introducing students to programming? This week on the show, former guest Al Sweigart and author Morgan Ames are here to talk about her book "The Charisma Machine - The Life, Death, and Legacy of One Laptop per Child."
Nov 05, 2021 1h 1m
Are you getting the most out of the Django framework? It's a powerful web framework if you're not interested in reinventing the wheel. Django includes a useful template system with inheritance for composing reusable HTML. This week on the show, we have previous guest and Real Python author Christopher Trudeau to talk about his recent articles and courses about Django.
Oct 29, 2021 1h 1m
Have you wanted to generate PDFs from your Python project? Many of the current libraries require designing the document down at the pixel level. Would you be interested in a tool that lets you specify the page layout while it handles the specific details of laying out the text? This week on the show, we talk with Joris Schellekens about his library for creating and manipulating PDFs named borb.
Oct 22, 2021 1h 1m
Are you interested in sharing your Python project with the broader world? Would you like to make it easily installable using pip? How do you create Python packages that share your code in a scalable and maintainable way? This week on the show, Real Python author and former guest Dane Hillard returns to talk about his new book, "Publishing Python Packages."
Oct 15, 2021 1h 32m
Earlier this year, the Python Software Foundation announced the creation of the Developer in Residence role. The first Visionary Sponsors of the PSF have provided funding for this new role for one year. What development responsibilities does this job address? This week on the show, we talk to previous guest Łukasz Langa about becoming the first CPython Developer in Residence.
Oct 08, 2021 54m
Python 3.10 is here! This week on the show, two former guests and Real Python authors return to talk about the new version. Geir Arne Hjelle's article was posted to the site Monday, and it's titled "Python 3.10:Cool New Features for You to Try". Christopher Trudeau's video course came out on Tuesday, and it covers the topics from the article with multiple visual examples of Python 3.10 code.
Oct 01, 2021 1h 2m
Have you wanted to create a Python application that goes further than a command-line interface? You would like it to have a friendly interface but don't want to make a GUI (Graphical User Interface) or web application. Maybe a TUI (Text User Interface)would be a perfect fit for the project. This week on the show, we have Will McGugan to talk about his projects Textual and Rich.
Sep 24, 2021 55m
Where are you along the path of learning Python? Do you feel like you're making progress? What are ways you can put the learning path into a more precise focus? This week on the show, we talk with previous guest Martin Breuss about his recent article "How Long Does It Take to Learn Python?"
Sep 17, 2021 48m
Are you a visual learner? Does it help to have programming concepts shared with concrete examples and images? Would you like to see if your child might be interested in programming? This week on the show, we talk with author Shari Eskenas about her books, "A Day in Code - Python:Learn to Code in Python Through an Illustrated Story" and "Learn Python Through Nursery Rhymes &Fairy Tales."
Sep 10, 2021 1h 9m
Are you a beginner or intermediate Python programmer who has made it through some of the fundamentals? Have you tried to tackle a big project but got stuck and frustrated? Completing some small projects might be the answer. This week on the show, we have author Al Sweigart and talk about his new book, "The Big Book of Small Python Projects."
Sep 03, 2021 50m
How well do you know Python's math module? Maybe you've used a few of the constants or arithmetic functions. You may be surprised by the amount of functionality hiding within this built-in library, and perhaps you don't need to reach for an additional outside library. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Aug 20, 2021 58m
Have you started to use Python's assignment expression in your code? Maybe you have heard them called the walrus operator. Now that the controversy over the introduction in Python 3.8 has settled down, how can you use assignment expressions effectively in your code? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Aug 13, 2021 1h
How do you define open source software? What are the challenges an open source project and maintainers face? How do maintainers receive financial, legal, security, or other types of help? This week on the show, we have Josh Simmons from Tidelift and the Open Source Initiative to help answer these questions.
Aug 06, 2021 45m
Have you heard of FastAPI? An application programming interface is vital to make your software accessible to users across the internet. FastAPI is an excellent option for quickly creating a web API that implements best practices. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Jul 30, 2021 1h 5m
Are you still sprinkling print statements throughout your code while writing it? Print statements are often clunky and offer only a limited view of the state of your code. Have you thought there must be a better way? This week on the show, we have Nina Zakharenko to discuss her conference talk titled "Goodbye Print, Hello Debugger."
Jul 23, 2021 56m
How is Python being used today, and what can you do with the language? Do you want to develop software, dive into data science and math, automate parts of your job and digital life, or work with electronics? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Jul 16, 2021 58m
Do you wonder what the future may hold for the Python language? Are there speed improvements coming soon? What if you could be in the room while the core developers discuss Python's future? This week on the show, we have Joanna Jablonski, who was invited to the Python Language Summit 2021 as a journalist to summarize and document the event.
Jul 09, 2021 55m
Are you ready to expand your Python knowledge into the intermediate to advanced territory? What tools are awaiting your discovery inside Python's functools module? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Jul 02, 2021 1h 11m
How well do you know your software supply chain? When you PIP install a package, what steps can you take to minimize the risk of installing something malicious? This week on the show, we have Dustin Ingram, a director of the Python Software Foundation (PSF) and a maintainer of the Python Package Index (PyPI).
Jun 18, 2021 1h
The popularity of Python is continuing to grow Developers across the globe are embracing the language. How is Python being used in all of these different countries? How does an organization like the Python Software Foundation (PSF) work toward the goals in its mission statement for supporting and growing this international community? This week on the show, we have Marlene Mhangami, a PSF board member and part of the Diversity and Inclusion Work Group.
Jun 04, 2021 1h 11m
What if you could create an application and deploy it to the web with just Python? Wouldn't it be nice to skip the additional full-stack development steps of learning three different languages in addition to Python? That's the idea behind Anvil. This week on the show, we have Meredydd Luff, co-founder of Anvil.
May 28, 2021 48m
How do you know you're using the correct data structure for your Python project? There are so many built into Python and even more that are importable from the collections module. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects. We discuss a recent three-part video course on selecting the ideal data structure.
May 21, 2021 59m
Would you move your data science project from a laptop to the cloud? Would you also like to have snapshots of your project saved along the way so that you can go back in time or share the state of your project with another team member? This week on the show, we have Savin Goyal from Netflix. Savin is the technical lead for machine learning infrastructure at Netflix. He joins us to talk about Metaflow, an open-source tool to simplify building, managing, and scaling data science projects.
May 14, 2021 54m
Did you know the Python Software Foundation is hiring! With the recent support of three Visionary Sponsors, the PSF has been able to open positions for a developer-in-residence and a Python packaging project manager. Real Python now has a monthly Python news article. Frequent guest of the show, David Amos compiles and summarizes the biggest Python news from the past month.
May 07, 2021 53m
Are you interested in learning more about Django? Would you like to meet other professionals and learn how they are using Django? DjangoCon Europe 2021 is virtual this year, and you can join in from anywhere in the world. This week on the show, we have Miguel Magalhães and David Vaz, two of the organizers of the conference.
Apr 23, 2021 1h 15m
Are you interested in creating video games but feel limited in what you can accomplish within Python? Is there a platform where you can take advantage of your Python skills and provide the benefits of a dedicated game engine? This week on the show, we have Paweł Fertyk. Paweł is a Real Python author and has been creating games as Miskatonic Studio for several years now.
Apr 16, 2021 50m
Are you looking for a bit of order when working with dictionaries in Python? Are you aware that the Python dict has changed over the last several versions and now keeps items in order? Could you learn more about object-oriented programming in Python by comparing it to another language? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Apr 09, 2021 58m
Do you think it's time to refactor your Python code? What should you think about before starting this task? This week on the show, we have Brendan Maginnis and Nick Thapen from Sourcery. Sourcery is an automated refactoring tool that integrates into your IDE and suggests improvements to your code.
Mar 26, 2021 1h 10m
If you haven't visited the website lately, then you're missing out on the updates to realpython.com! The site features a completely refreshed layout with multiple sections to help you take advantage of even more great educational Python content. This week on the show, we have Dan Bader, the person behind Real Python, and all these architectural changes.
Mar 19, 2021 45m
Have you heard about NoSQL databases, or wondered how to use one with Python? How does MongoDB store information and what packages can you use to connect this type of database to your Python project? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Mar 12, 2021 1h 3m
What goes into the decision of how to host your Python code or application in the cloud? Which technology stack is the right size for your project? This week on the show, we have Calvin Hendryx-Parker. Calvin talks about cloud hosting options, infrastructure choices, and deployment tools.
Mar 05, 2021 53m
Have you wanted to get your Python code to consume data from web-based APIs? Maybe you've dabbled with the requests package, but you don't know what steps to take next. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Feb 26, 2021 51m
What's the difference between writing code for yourself and developing for others? What new considerations do you need to take into account as a professional Python developer? This week on the show, we talk to Dane Hillard about his book "Practices of the Python Pro".
Feb 19, 2021 1h 1m
Do you know the initial steps to get your Python script hosted on the web? You may have built something with Flask, but how would you stand it up so that you can share it with others? This week on the show, we have the previous guest Martin Breuss back on the show. Martin shares his recent article titled, "Python Web Applications:Deploy Your Script as a Flask App". David Amos also returns, and he's brought another batch of PyCoder's Weekly articles and projects.
Feb 12, 2021 1h 32m
Do you feel like you understand how Python works under the hood? What is syntactic sugar, and how much of it should be in Python? This week on the show, we have Brett Cannon. Brett is a Python core developer and he's been working on a series of articles where he is unraveling the syntax of Python. His series is a fantastic resource for those wanting to learn how Python is structured and works at its core.
Feb 05, 2021 44m
Are you interested in building interactive dashboards with Python? How about a project that takes a flat data file all the way to a web-hosted interactive dashboard? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Jan 29, 2021 47m
Are you interested in processing images in Python? Do you need to load and modify images for your Flask or Django website or CMS? Then you most likely will be working with Pillow, the friendly fork of PIL, the Python imaging library. This week on the show, we have Mike Driscoll, who is writing a new book about image processing in Python.
Jan 22, 2021 1h 4m
How do you create a virtual conference that retains the interactivity of an in-person event? What are the tools needed for talk submissions, ticketing, and live hosting? Can you find those tools written in Python? This week on the show, we have several of the organizers of the PyCascades 2021 conference. They share the process of restructuring a Python conference to meet those challenges.
Jan 15, 2021 1h 2m
What is it like to design a Python library for three different audiences? This week on the show, we have Nir Aides, creator of Jupylet. His new library is designed for deep reinforcement learning researchers, musicians interested in live music coding, and kids interested in learning to program. Everything is designed to run inside of a Jupyter notebook.
Jan 08, 2021 55m
Are you familiar with the role data engineers play in the modern landscape of data science and Python? Data engineering is a sub-discipline that focuses on the transportation, transformation, and storage of data. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.
Dec 25, 2020 47m
It's been quite the year! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python articles this year. We also upgraded the site and membership with office hours, transcripts, this podcast, and much more. We are joined by two members of the Real Python team, David Amos and Joanna Jablonski. We wanted to share a year-end wrap-up with a collection of articles that showcase a diversity of Python topics and the quality of what our team created this year.
Dec 18, 2020 57m
Have you wondered how Python manages memory? How are your variables stored in memory, and when do they get deleted? This week on the show, David Amos is here, and he has brought another batch of PyCoder's Weekly articles and projects.Along with the Real Python article on Python memory management, we also talk about another article about creating even and non-even spaced arrays in Python with np.linspace.
Dec 11, 2020 1h 5m
Have you started to use generators in Python? Are you unsure why you would even use one over a regular function? How do you use the special "send" method and the "yield from" syntax? This week on the show, we have Reuven Lerner to talk about his PyCon Africa 2020 talk titled "Generators, coroutines, and nanoservices."
Dec 04, 2020 43m
If you're coming to Python from a different language, you may not know about a useful tool for working with loops, Python's built-in enumerate function. This week on the show, David Amos is here, and he has brought another batch of PyCoder's Weekly articles and projects.Along with the Real Python article covering the details of the enumerate function, we also talk about another article about constructing Python graphical user interface elements in PyQt.
Nov 27, 2020 49m
One of the best ways to learn something well is to teach it. This week on the show, we have Kelly Schuster-Paredes and Sean Tibor from the Teaching Python podcast.Sean and Kelly teach middle school students Python and share their art and science of teaching Python on their podcast. They wanted to come on the show to talk about the Real Python articles, quizzes, and other resources they use when teaching their students.
Nov 20, 2020 57m
Are you interested in learning more about Natural Language Processing? Have you heard of sentiment analysis? This week on the show, Kyle Stratis returns to talk about his new article titled, Use Sentiment Analysis With Python to Classify Movie Reviews. David Amos is also here, and all of us cover another batch of PyCoder’s Weekly articles and projects.
Nov 13, 2020 51m
So you built a web application in Python. Now how are you going to authorize users? Security goes beyond authentication. Who gets to do what, where, and when? This week on the show, we have Sam Scott, chief technology officer from Oso. Oso is an open-source policy engine for authorization that you embed in your application.
Nov 06, 2020 52m
Are you ready to move beyond flat files for your data in Python? Maybe you're not sure where to start with databases and SQL. This week on the show, David Amos returns with another batch of PyCoder’s Weekly articles and projects. We cover a Real Python article about managing data with SQLite and SQLAlchemy.
Oct 30, 2020 1h 27m
You probably have heard of the bestselling Python book, "Automate the Boring Stuff with Python." What are the next steps after starting to dabble in the Python basics? Maybe you've completed some tutorials, created a few scripts, and automated repetitive tasks in your life. This week on the show, we have author Al Sweigart to talk about his new book, "Beyond the Basic Stuff with Python:Best Practices for Writing Clean Code."
Oct 23, 2020 50m
Do you have gaps in your Python learning path? If you're like me, you may have followed a completely random route to learn Python. This week on the show, David Amos is here to talk about the release of the Real Python book, "Python Basics:A Practical Introduction to Python 3". The book is designed not only to get beginners up to speed but also to help fill in the gaps many intermediate learners may still have.
Oct 16, 2020 46m
The Python return statement is such a fundamental part of writing functions. Is it possible you missed some best practices when writing your own return statements? This week on the show, David Amos returns with another batch of PyCoder’s Weekly articles and projects. We also talk functional programming again with an article on the Python map function and processing iterables without a loop.
Oct 09, 2020 1h 14m
Python 3.9 has arrived! This week on the show, former guest and Real Python author Geir Arne Hjelle returns to talk about his recent article, "Python 3.9:Cool New Features for You to Try". Also joining the conversation is Real Python video course instructor and author Christopher Trudeau. Christopher has created a video course, which was released this week also, based on Geir Arne's article. We talk about time zones, merging dictionaries, the new parser, type hints, and more.
Oct 02, 2020 1h 9m
If you use Python, then you probably have used pip to install additional packages from the Python package index. Part of the magic behind pip is the dependency resolver, and there is a new version of it in the latest version of pip. This week on the show, we have Sumana Harihareswara and Georgia Bullen, who have been working on the recent releases of pip. Sumana is the project manager for pip, and Georgia has been working on pip's user experience (UX).
Sep 25, 2020 50m
A big decision a developer has to make is what tool to use to write code? Would you like an editor that understands Python, and is there to help with suggestions, definitions, and analysis of your code? For many developers, its the free tool, Visual Studio Code. This week on the show, we have Savannah Ostrowski, program manager for the Python Language Server and Python in Visual Studio. We discuss Pylance, a new language server with fast, feature-rich language support for Python in VS Code.
Sep 18, 2020 47m
What is an effective way to prepare for a Python interview? Would you like a set of problems that increase in difficulty to practice and hone your Python skills? This week on the show, we have Jim Anderson to talk about his new Real Python article, "Python Practice Problems:Get Ready for Your Next Interview." This article provides several problems, which include skeleton code, unit tests, and solutions for you to compare your work.
Sep 11, 2020 1h 27m
Why is Python pulling in so many new programmers? Maybe some of that growth is from Python being a full-spectrum language. This week on the show we have Michael Kennedy, the host of the podcast "Talk Python to Me". Michael reflects on five years of podcasting about Python, and many of the changes he has seen in the Python landscape.
Sep 04, 2020 1h
Wouldn't it be nice to a use a form of version control for data? Something that would allow you to track and version your datasets and models. Well, that's what the tool called DVC is designed to do. This week on the show, David Amos is here and he's brought another batch of PyCoder’s Weekly articles and projects.
Aug 28, 2020 1h 14m
Have you wondered, how should I package my Python code? You've written the application, but now you need to distribute it to the machines it's intended to run on. It depends on what the code is, the libraries it depends on, and with whom do you want to share it. This week on the show we have Itamar Turner-Trauring, creator of the website pythonspeed.com. We discuss his article "Options for Packaging Your Python Code:Wheels, Conda, Docker, and More," covering the how of sharing your code.
Aug 21, 2020 1h 4m
Have you wondered what Python wheels are? How are they used to package Python code? Does Python use pass by value or pass by reference? This week on the show, David Amos is here to help answer these questions, and he has brought another batch of PyCoder’s Weekly articles and projects.
Aug 14, 2020 1h 23m
Do you want to distribute your Python applications to other users who don't have or even use Python? Maybe you're interested in seeing your Python application run on iOS or Android mobile devices. This week on the show we have Russell Keith-Magee, the founder and maintainer of the BeeWare project. Russell talks about Briefcase, a tool that converts a Python application into native installers on macOS, Windows, Linux, and mobile devices.
Jul 31, 2020 53m
Have you wanted to generate advanced reports as PDFs using Python? Maybe you want to build documents with tables, images, or fillable forms. This week on the show we have Mike Driscoll to talk about his book "ReportLab - PDF Processing with Python."
Jul 24, 2020 51m
Would you like to clearly understand what's happening when you use the Python import keyword? Do you want to use modules more effectively to structure your code? Or maybe you're ready to move to the next level with your Django project by adding user management. This week on the show, David Amos is back with another batch of PyCoder's Weekly articles and projects.
Jul 17, 2020 1h 17m
This week on the show we have Armin Ronacher to talk about the first 10 years of Flask. Armin talks about the origins of Flask and the components that make up the framework. He talks about what goes into documenting a framework or API. He also talks about the community working on the ongoing development of Flask.
Jul 10, 2020 49m
Are you familiar with linear programming, and how it can be used to solve resource optimization problems? Would you like to free your Python code from a clunky command line and start making convenient graphical interfaces for your users? This week on the show, David Amos is back with another batch of PyCoder's Weekly articles and projects.
Jul 03, 2020 1h 2m
Are you using the Python library Pandas the right way? Do you wonder about getting better performance, or how to optimize your data for analysis? What does normalization mean? This week on the show we have Hannah Stepanek to discuss her new book "Thinking in Pandas".
Jun 26, 2020 44m
Have you wanted to learn Regular Expressions in Python, but don't know where to start? Have you stumbled into the dreaded pink SettingWithCopyWarning in Pandas? This week on the show, we have David Amos from the Real Python team to discuss a recent two-part series on Regex in Python. We also talk about another recent article on the site about views vs copies in Pandas. David also brings a few other articles and projects from the wider Python community for us to discuss.
Jun 19, 2020 54m
Would you like to run your Python code in the cloud without having to become an infrastructure engineer? Do you want to have Python functions that run when triggered by specific events? This week on the show we have Anthony Chu to discuss serverless computing and running python functions in the cloud. Anthony Chu is program manager for Microsoft's Azure Functions.
Jun 12, 2020 45m
Have you wanted to work with PDF files in Python? Maybe you want to extract text, merge and concatenate files, or even create PDFs from scratch. Are you interested in building hardware projects using a Raspberry Pi? This week on the show we have David Amos from the Real Python team to discuss his recent article on working with PDFs. David also brings a few other articles from the wider Python community for us to discuss.
Jun 05, 2020 50m
Do you want to get started with web scraping using Python? Are you concerned about the potential legal implications? What are the tools required and what are some of the best practices? This week on the show we have Kimberly Fessel to discuss her excellent tutorial created for PyCon 2020 online titled "It's Officially Legal so Let's Scrape the Web."
May 29, 2020 58m
Have you wanted to get started with testing in Python? Maybe you feel a little nervous about diving in deeper than just confirming your code runs. What are the tools needed and what would be the next steps to level up your Python testing? This week on the show we have Anthony Shaw to discuss his article on this subject. Anthony is a member of the Real Python team and has written several articles for the site.
May 22, 2020 1h 19m
Do you know someone in the Python community who recently was let go from their job due to the pandemic? What does the job landscape currently look like? What are skills and techniques that will help you in your job search? This week we have Kyle Stratis on the show to discuss how he is managing his job search after just being let go from his data engineering job. Kyle is a member of the Real Python team and has written several articles for the site.
May 15, 2020 1h 16m
In your quest to become a better developer, how do you find Python code that is at your reading level? What are good code bases or projects to study? What are the things holding you back from leveling up your Python literacy? This week we have Cecil Phillip on the show to discuss all of these common questions. Cecil is a Senior Cloud Advocate at Microsoft.
May 08, 2020 55m
Docker is a common tool for Python developers creating and deploying applications, but what do you need to know if you want to use Docker for data science and machine learning? What are the best practices if you want to start using containers for your scientific projects? This week we have Tania Allard on the show. She is a Sr. Developer Advocate at Microsoft focusing on Machine Learning, scientific computing, research and open source.
Apr 17, 2020 1h 3m
Have you ever wanted to explore using Python with electronics? CircuitPython is a great platform to get started with. This week we have Thea Flowers on the show. Thea has been creating several hardware projects based around CircuitPython, and she talks about getting started on the platform.
Apr 10, 2020 1h 10m
Do you get upset and frustrated when you experience errors running your Python code? This week we have Martin Breuss on the show. We discuss how to learn Python *through* errors, and how errors really are your friends.
Mar 27, 2020 55m
Is game programming a good way to develop your Python programming skills? This week we have Jon Fincher on the show. Jon is an author on the Real Python team, and we talk about his recent articles on PyGame and Arcade.
Mar 20, 2020 50m
Do you want to learn more about Python decorators? Have you ever wondered what goes on behind the scenes to create a Real Python article? In this first episode, We have Geir Arne Hjelle from the Real Python team on the show.
Mar 06, 2020 2m
A weekly Python podcast hosted by Christopher Bailey with interviews, coding tips, and conversation with guests from the Python community.
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