Talk Python To Me

By Michael Kennedy (@mkennedy)

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Subscribers: 3200
Reviews: 5


 May 6, 2021


 Nov 7, 2018
one of my absolute favourite podcasts even though im almost non-skilled im python, always feel inspired listening to this podcast !

Morten
 Oct 3, 2018
:)

Wilber H
 Sep 19, 2018
I wish there was a Python that talks about teaching Python. For reinforcement purposes while driving. Don't get me wrong, conversations are great but some tracks catered to just teaching would be great.

Travis W.
 Aug 31, 2018
Been listening to this podcast for over 6 months now and all I can say is that I'm continually pleased with every episode!

Description

Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.

Episode Date
#366: Optimizing PostgreSQL DB Queries with pgMustard
01:14:06
Does your app have a database? Does that database play an important role in how the app operations and users perceive its quality? Most of you probably said yes to the first, and definitely to the second. But what if your DB isn't doing as well as it should? How would you know? And once you know, what do you do about it?

On this episode, we're joined by Michael Christofides, co-creator of pgMustard, to discuss and explore the EXPLAIN command for Postgres and other databases as well as all the recommendations you might dig into as a result of understanding exactly what's happening with you queries.

Links from the show

Michael Christofides: @michristofides
Datagrip: jetbrains.com
pgMustard: pgmustard.com
pgMustard example 1: app.pgmustard.com
pgMustard example 2: app.pgmustard.com
pgMustard example 3: app.pgmustard.com
Arctype: arctype.com
Postico: eggerapps.at/postico
Laetitia Avrot Secrets of 'psql'— Video: youtube.com
Beekeeper Studio: beekeeperstudio.io
DBeaver: dbeaver.io
SQLite Browser: sqlitebrowser.org

Michael's new Up and Running with Git course: talkpython.fm/git
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
Sentry Error Monitoring, Code TALKPYTHON
Talk Python Training
AssemblyAI
May 20, 2022
#365: Solving Negative Engineering Problems with Prefect
01:04:10
How much time do you spend solving negative engineering problems? And can a framework solve them for you? Think of negative engineering as things you do to avoid bad outcomes in software. At the lowest level, this can be writing good error handling with try / except. But it's broader than that: logging, observability (like Sentry tools), retries, failover (as in what you might get from Kubernetes), and so on. We have a great chat with Chris White about Prefect, a tool for data engineers and data scientists meaning to solve many of these problems automatically. But it's a conversation applicable to a broader software development community as well.

Links from the show

Chris White: @markov_gainz
Prefect: prefect.io
Fermat's Enigma Book (mentioned by Michael): amazon.com
Prefect Docs (2.0): orion-docs.prefect.io
Prefect source code: github.com
A Brief History of Dataflow Automation: prefect.io/blog
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
Microsoft
Talk Python Training
AssemblyAI
May 12, 2022
#364: Symbolic Math with Python using SymPy
01:07:52
We're all familiar with the data science tools like numpy, pandas, and others. These are numerical tools working with floating point numbers, often to represent real-world systems. But what if you exactly specify the equations, symbolically like many of us did back in Calculus and Differential Equations courses? With SymPy, you can do exactly that. Create equations, integrate, differentiate, and solve them. Then you can convert those solutions into Python (or even C++ and Fortran code). We're here with two of the core maintainer: Ondřej Čertík and Aaron Meurer to learn all about SymPy.

Links from the show

Ondrej Certik: @OndrejCertik
Aaron Meurer: @asmeurer
SymPy: sympy.org
SymPy Docs: docs.sympy.org/dev
Tutorials: docs.sympy.org
The SymPy/HackerRank DMCA Incident: asmeurer.com
SymEngine: github.com
SymPy Gamma: gamma.sympy.org
Sovled derivative problem - wait for derivative steps to appear: gamma.sympy.org
Github Takedown Repo: github.com
e: The Story of a Number book: amazon.com
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
Microsoft
Sentry Error Monitoring, Code TALKPYTHON
AssemblyAI
Talk Python Training
May 07, 2022
#363: Python for .NET and C# developers
01:06:36
Are you coming to Python from another language and ecosystem? It can seem a bit daunting at first. But Python is very welcoming and has a massive array of tools and libraries. In this episode, I speak to my friend Cecil Philip who does both Python and .NET development. We discuss what it's like coming to Python from .NET as well as a whole bunch of compare and contrasts across the two ecosystems.

Links from the show

Cecil on Twitter: @cecilphillip
Los Alamos Space Division Job: talkpython.fm/losalamos
Stripe: stripe.com
Python: python.org
.NET/C#: dotnet.microsoft.com
C#'s async/await: docs.microsoft.com
Entity Framework: docs.microsoft.com
Python's Packaging Ecosystem: pypi.org
.NET's Packaging Ecosystem: nuget.org
VS Code: code.visualstudio.com
C# Lang Repo: github.com
Blazor web framework: dotnet.microsoft.com
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
CAST AI
AssemblyAI
Talk Python Training
Apr 28, 2022
#362: Hypermodern Python Projects
01:06:14
What would a modern Python project look like? Maybe it would use Poetry rather than pip directly for its package management. Perhaps its test automation would be controlled with Nox. You might automate its release notes with Release Drafter. The list goes on and on. And that list is the topic of this episode. Join me and Claudio Jolowicz as we discuss his Hypermodern Python project and template.

Links from the show

Claudio on Twitter: @cjolowicz

Hypermodern Python Article: cjolowicz.github.io
Hypermodern Python Project: github.com
Features: github.com
Nox: github.com
PEP 594: peps.python.org
Music by Claudio: claudiojolowicz.com
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
Microsoft
RedHat
AssemblyAI
Talk Python Training
Apr 20, 2022
#361: Pangeo Data Ecosystem
00:54:16
Python's place in climate research is an important one. In this episode, you'll meet Joe Hamman and Ryan Abernathey, two researchers using powerful cloud computing systems and Python to understand how the world around us is changing. They are both involved in the Pangeo project which brings a great set of tools for scaling complex compute with Python.

Links from the show

Ryan Abernathey: @rabernat
Joe Hamman: @HammanHydro
Pangeo: pangeo.io
xarray: xarray.dev
Pangeo Forge: pangeo-forge.org
fsspec: filesystem-spec.readthedocs.io
Step-by-Step Guide to Building a Big Data Portal: medium.com
Coiled: coiled.io
Pangeo Gallery: gallery.pangeo.io
Pangeo Quickstart: pangeo.io
JupyterLite: jupyterlite.readthedocs.io
Jupyter: jupyter.org
Pangeo Packages: pangeo.io
Pangeo Discourse: discourse.pangeo.io
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
SignalWire
Sentry Error Monitoring, Code TALKPYTHON
AssemblyAI
Talk Python Training
Apr 16, 2022
#360: Removing Python's Dead Batteries (in just 5 years)
01:20:03
Python has come a long way since it was released in 1991. It originally released when the Standard Library was primary the totality of functionality you could leverage when building your applications. With the addition of pip and the 368,000 packages on PyPI, it's a different world where what we need and expect from the Standard Library. Brett Cannon and Christian Heimes have introduced PEP 594 which is the first step in trimming outdated and unmaintained older modules from the Standard Library. Join us to dive into the history and future of Python's Standard Library.

Links from the show

Brett Cannon: @brettsky
Christian Heimes: @ChristianHeimes

PEP 594: peps.python.org
PEP 594 deprecated modules: peps.python.org
Python WebAssembly REPL: repl.ethanhs.me
Pyodide: github.com
JupyterLite: jupyterlite.readthedocs.io
"How to run Python in the browser" - Katie Bell: youtube.com
.NET's Blazor: dotnet.microsoft.com
wasmtime: pypi.org
Python 3.10.4 Release Notes: docs.python.org
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
Microsoft
FusionAuth
AssemblyAI
Talk Python Training
Apr 08, 2022
#359: Lifecycle of a machine learning project
01:07:29
Are you working on or considering a machine learning project? On this episode, we'll meet three people from the MLOps community: Demetrios Brinkmann, Kate Kuznecova, and Vishnu Rachakonda. They are here to tell us about the lifecycle of a machine learning project. We'll talk about getting started with prototypes and choosing frameworks, the development process, and finally moving into deployment and production.

Links from the show

Demetrios Brinkmann: @DPBrinkm
Kate Kuznecova: linkedin.com
Vishnu Rachakonda: linkedin.com

MLOps Community: mlops.community
Feature stores: mlops.community
Great Expectations: github.com
source control: DVC: dvc.org
StreamLit: streamlit.io
MLOps Jobs: mlops.pallet.com
Made With ML Apps: madewithml.com
Banana.dev: banana.dev
FastAPI: fastapi.tiangolo.com
MLOps without too much Ops: towardsdatascience.com
NBDev: nbdev.fast.ai
The "Works on My Machine" Certification Program: codinghorror.com
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
Sentry Error Monitoring, Code TALKPYTHON
Stack Overflow
AssemblyAI
Talk Python Training
Apr 03, 2022
#358: Understanding Pandas visually with PandasTutor
00:46:48
Pandas is a great library that allows you to accomplish a ton of filtering and processing in condensed syntax. But how well do you understand what's happening? Sam Lau and Philip Guo built a great site to help use visually explore how Pandas is processing your dataset with your specific syntax. It's called PandasTutor, and Sam is here to tell us about it.

Links from the show

Sam Lau: samlau.me
Sam on Twitter: @samlau95
PandasTutor: pandastutor.com
PythonTutor: pythontutor.com
Principles and Techniques of Data Science book: textbook.ds100.org
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
SignalWire
Stack Overflow
AssemblyAI
Talk Python Training
Mar 25, 2022
#357: Python and the James Webb Space Telescope
01:02:30
Telescopes have been fundamental in our understanding of our place in the universe. And when you think about images that have shaped our modern view of space, you probably think about Hubble. But just this year, the JWST or James Web Space Telescope, was launch. JWST will go far beyond what Hubble has discovered. And did you know Python is used extensively in the whole data pipeline of JWST? We have two great guests here to tell us about it: Megan Sosey and Mike Swam.

Links from the show

James Web Space Telescope: webbtelescope.org
JWST at NASA: jwst.nasa.gov
JWST's YouTube channel: youtube.com

JWST Repo on GitHub: github.com/spacetelescope/jwst
STSci's AstroConda: ssb.stsci.edu/astroconda
Telescope pointing: github.com/spacetelescope/gwcs
Simulator: github.com/spacetelescope/webbpsf
STSci's Archive and Tools: archive.stsci.edu
htcondor: datasci.danforthcenter.org/htcondor
Silly faker: github.com/cube-drone/silly
Nancy Grace Roman Space Telescope: roman.gsfc.nasa.gov
Myst Parser: myst-parser.readthedocs.io
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
Datadog
Stack Overflow
AssemblyAI
Talk Python Training
Mar 21, 2022
#356: Tips for ML / AI startups
01:06:27
Have you been considering launching a product or even a business based on Python's AI / ML stack? We have a great guest on the episode this week, Dylan Fox, who is the cofounder of AssemblyAI and has been building his startup successfully over the past few years. He has interesting stories of 100s of GPUs in the cloud, evolving ML models, and much more that I know you'll enjoy hearing.

Links from the show

Dylan Twitter: @YouveGotFox
AssemblyAI: assemblyai.com
TensorFlow: tensorflow.org
PyTorch: pytorch.org
hugging face: huggingface.co
SciKit-Learn: scikit-learn.org
GeForce Card: nvidia.com
pLS: twitter.com
This journalist’s Otter.ai scare is a reminder that cloud transcription isn’t completely private: theverge.com
Programming language trends: insights.stackoverflow.com
Can My Water Cooled Raspberry Pi Cluster Beat My MacBook?: the-diy-life.com
PyTorch vs TensorFlow in 2022: assemblyai.com/blog/pytorch-vs-tensorflow
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm

--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Twitter: @talkpython
Follow Michael on Twitter: @mkennedy

Sponsors
Stack Overflow
Sentry Error Monitoring, Code TALKPYTHON
AssemblyAI
Talk Python Training
Mar 14, 2022
#355: EdgeDB - Building a database in Python
01:18:06
See the full show notes for this episode on the website at talkpython.fm/355
Mar 06, 2022
#354: Sphinx, MyST, and Python Docs in 2022
01:11:55
See the full show notes for this episode on the website at talkpython.fm/354
Feb 24, 2022
#353: SQLModel: The New ORM for FastAPI and Beyond
01:18:21
See the full show notes for this episode on the website at talkpython.fm/353
Feb 18, 2022
#352: Running Python in Production
01:00:12
See the full show notes for this episode on the website at talkpython.fm/352
Feb 08, 2022
#351: Machine Learning Ethics and Laws Panel
01:10:28
See the full show notes for this episode on the website at talkpython.fm/351
Feb 03, 2022
#350: Python Steering Council 2021 Retrospective
01:10:18
See the full show notes for this episode on the website at talkpython.fm/350
Jan 26, 2022
#349: Meet Beanie: A MongoDB ODM + Pydantic
01:20:50
See the full show notes for this episode on the website at talkpython.fm/349
Jan 22, 2022
#348: Dear PyGui: Simple yet Fast Python GUI Apps
01:01:32
See the full show notes for this episode on the website at talkpython.fm/348
Jan 17, 2022
#347: Cinder - Specialized Python that Flies
01:11:04
See the full show notes for this episode on the website at talkpython.fm/347
Jan 08, 2022
#346: 20 Recommended Packages in Review
01:13:43
See the full show notes for this episode on the website at talkpython.fm/346
Dec 21, 2021
#345: 10 Tips and Tools for Developer Productivity
01:16:39
See the full show notes for this episode on the website at talkpython.fm/345
Dec 15, 2021
#344: SQLAlchemy 2.0
01:06:19
See the full show notes for this episode on the website at talkpython.fm/344
Dec 09, 2021
#343: Do Excel things, get notebook Python code with Mito
01:06:14
See the full show notes for this episode on the website at talkpython.fm/343
Nov 30, 2021
#342: Python in Architecture (as in actual buildings)
01:01:28
See the full show notes for this episode on the website at talkpython.fm/342
Nov 23, 2021
#341: 25 Pandas Functions You Didn’t Know Existed
00:59:16
See the full show notes for this episode on the website at talkpython.fm/341
Nov 17, 2021
#340: Time to JIT your Python with Pyjion?
01:13:38
See the full show notes for this episode on the website at talkpython.fm/340
Nov 10, 2021
#339: Making Python Faster with Guido and Mark
01:01:02
See the full show notes for this episode on the website at talkpython.fm/339
Nov 04, 2021
#338: Using cibuildwheel to manage the scikit-HEP packages
01:17:44
See the full show notes for this episode on the website at talkpython.fm/338
Oct 17, 2021
#337: Kedro for Maintainable Data Science
01:03:14
See the full show notes for this episode on the website at talkpython.fm/337
Oct 09, 2021
#336: Terminal magic with Rich and Textual
00:59:12
See the full show notes for this episode on the website at talkpython.fm/336
Oct 05, 2021
#335: Gene Editing with Python
00:58:20
See the full show notes for this episode on the website at talkpython.fm/335
Sep 24, 2021
#334: Microsoft Planetary Computer
00:59:46
See the full show notes for this episode on the website at talkpython.fm/334
Sep 18, 2021
#333: State of Data Science in 2021
01:03:59
See the full show notes for this episode on the website at talkpython.fm/333
Sep 10, 2021
#332: Robust Python
01:11:56
See the full show notes for this episode on the website at talkpython.fm/332
Aug 31, 2021
#331: Meet the Python Developer in Residence: Lukasz Langa
01:06:21
See the full show notes for this episode on the website at talkpython.fm/331
Aug 27, 2021
#330: Apache Airflow Open-Source Workflow with Python
01:07:50
See the full show notes for this episode on the website at talkpython.fm/330
Aug 20, 2021
#329: Geekout: Renewable Energy
00:48:18
See the full show notes for this episode on the website at talkpython.fm/329
Aug 13, 2021
#328: Piccolo: A fast, async ORM for Python (updated)
00:58:51
See the full show notes for this episode on the website at talkpython.fm/328
Aug 08, 2021
#327: Little Automation Tools in Python
01:05:58
See the full show notes for this episode on the website at talkpython.fm/327
Jul 30, 2021
#326: Building Desktop Apps with wxPython
00:53:32
See the full show notes for this episode on the website at talkpython.fm/326
Jul 23, 2021
#325: MicroPython + CircuitPython
01:08:37
See the full show notes for this episode on the website at talkpython.fm/325
Jul 15, 2021
#324: Gatorade-powered Python APIs
01:12:23
See the full show notes for this episode on the website at talkpython.fm/324
Jul 09, 2021
#323: Best practices for Docker in production
01:10:47
See the full show notes for this episode on the website at talkpython.fm/323
Jul 03, 2021
#322: A path into data science
00:59:56
See the full show notes for this episode on the website at talkpython.fm/322
Jun 25, 2021
#321: HTMX - Clean, Dynamic HTML Pages
01:12:25
See the full show notes for this episode on the website at talkpython.fm/321
Jun 19, 2021
#320: Python in the Electrical Energy Sector
01:08:01
See the full show notes for this episode on the website at talkpython.fm/320
Jun 12, 2021
#319: Typosquatting and Supply Chains Vulnerabilities
00:59:43
See the full show notes for this episode on the website at talkpython.fm/319
Jun 06, 2021
#318: Measuring your ML impact with CodeCarbon
01:07:43
See the full show notes for this episode on the website at talkpython.fm/318
May 28, 2021
#317: Python at the US Federal Election Commission
52:39
See the full show notes for this episode on the website at talkpython.fm/317
May 21, 2021
#316: Flask 2.0
57:38
See the full show notes for this episode on the website at talkpython.fm/316
May 14, 2021
#315: Awesome FastAPI extensions and add ons
01:07:50
See the full show notes for this episode on the website at talkpython.fm/315
May 07, 2021
#314: Ask us about modern Python projects and tools
01:04:40
See the full show notes for this episode on the website at talkpython.fm/314
Apr 30, 2021
#313: Automate your data exchange with PyDantic
01:00:58
See the full show notes for this episode on the website at talkpython.fm/313
Apr 22, 2021
#312: Python Apps that Scale to Billions of Users
01:17:09
See the full show notes for this episode on the website at talkpython.fm/312
Apr 18, 2021
#311: Get inside the .git folder
01:12:16
See the full show notes for this episode on the website at talkpython.fm/311
Apr 08, 2021
#310: AMA (Ask Me Anything) with Michael
01:02:04
See the full show notes for this episode on the website at talkpython.fm/310
Apr 02, 2021
#309: What ML Can Teach Us About Life: 7 Lessons
55:44
See the full show notes for this episode on the website at talkpython.fm/309
Mar 26, 2021
#308: Docker for Python Developers (2021 Edition)
01:08:05
See the full show notes for this episode on the website at talkpython.fm/308
Mar 20, 2021
#307: Python from 1994 to 2021, my how you've grown!
01:11:56
See the full show notes for this episode on the website at talkpython.fm/307
Mar 11, 2021
#306: Scaling Python and Jupyter with ZeroMQ
01:05:58
See the full show notes for this episode on the website at talkpython.fm/306
Mar 05, 2021
#305: Python community at Python Discord
01:01:41
See the full show notes for this episode on the website at talkpython.fm/305
Mar 01, 2021
#304: asyncio all the things with Omnilib
01:00:50
See the full show notes for this episode on the website at talkpython.fm/304
Feb 21, 2021
#303: Python for Astronomy with Dr. Becky
01:03:56
See the full show notes for this episode on the website at talkpython.fm/303
Feb 12, 2021
#302: The Data Engineering Landscape in 2021
01:04:33
See the full show notes for this episode on the website at talkpython.fm/302
Feb 04, 2021
#301: Deploying and running Django web apps in 2021
01:08:34
See the full show notes for this episode on the website at talkpython.fm/301
Jan 28, 2021
#300: Building a data science startup (panel)
01:06:22
See the full show notes for this episode on the website at talkpython.fm/300
Jan 22, 2021
#299: Personal search engine with datasette and dogsheep
01:01:42
See the full show notes for this episode on the website at talkpython.fm/299
Jan 17, 2021
#298: Building ML teams and finding ML jobs
56:10
See the full show notes for this episode on the website at talkpython.fm/298
Jan 11, 2021
#297: Python year in review (2020 edition)
01:10:23
See the full show notes for this episode on the website at talkpython.fm/297
Dec 28, 2020
#296: Python in F1 racing
01:05:14
See the full show notes for this episode on the website at talkpython.fm/296
Dec 23, 2020
#295: GIS + Python
57:00
See the full show notes for this episode on the website at talkpython.fm/295
Dec 18, 2020
#294: oso authorizes Python
51:27
See the full show notes for this episode on the website at talkpython.fm/294
Dec 07, 2020
#293: Learning how to learn as a developer
01:00:07
See the full show notes for this episode on the website at talkpython.fm/293
Dec 01, 2020
#292: Pythonic identity (auth in Python ecosystem)
01:05:01
See the full show notes for this episode on the website at talkpython.fm/292
Nov 26, 2020
#291: Operational Resilience with Pyomo
59:36
See the full show notes for this episode on the website at talkpython.fm/291
Nov 22, 2020
#290: Side Hustles for Data Scientists
01:08:04
See the full show notes for this episode on the website at talkpython.fm/290
Nov 13, 2020
#289: Discovering exoplanets with Python
47:26
See the full show notes for this episode on the website at talkpython.fm/289
Nov 09, 2020
#288: 10 tips to move from Excel to Python
01:03:23
See the full show notes for this episode on the website at talkpython.fm/288
Oct 31, 2020
#287: Testing without dependencies, mocking in Python
01:03:29
See the full show notes for this episode on the website at talkpython.fm/287
Oct 21, 2020
#286: Python and ML at NASA Jet Propulsion Laboratory (JPL)
01:07:32
See the full show notes for this episode on the website at talkpython.fm/286
Oct 16, 2020
#285: Dask as a Platform Service with Coiled
01:11:04
See the full show notes for this episode on the website at talkpython.fm/285
Oct 09, 2020
#284: Modern and fast APIs with FastAPI
01:06:06
See the full show notes for this episode on the website at talkpython.fm/284
Oct 04, 2020
#283: Web scraping, the 2020 edition
48:34
See the full show notes for this episode on the website at talkpython.fm/283
Sep 23, 2020
#282: pre-commit framework
59:33
See the full show notes for this episode on the website at talkpython.fm/282
Sep 17, 2020
#281: Python in Car Racing
01:00:14
See the full show notes for this episode on the website at talkpython.fm/281
Sep 09, 2020
#280: Python and AI in Journalism
55:51
See the full show notes for this episode on the website at talkpython.fm/280
Sep 05, 2020
#279: Modern Python Developer's Toolkit
01:01:29
See the full show notes for this episode on the website at talkpython.fm/279
Aug 29, 2020
#278: Teach kids Python with real programming and fun games at Code Combat
01:05:28
See the full show notes for this episode on the website at talkpython.fm/278
Aug 21, 2020
#277: 10 tips every Django developer should know
01:11:57
See the full show notes for this episode on the website at talkpython.fm/277
Aug 10, 2020
#276: Geekout: Life in the solar system and beyond
01:14:15
See the full show notes for this episode on the website at talkpython.fm/276
Aug 06, 2020
#275: Beautiful Pythonic Refactorings
55:04
See the full show notes for this episode on the website at talkpython.fm/275
Aug 01, 2020
#274: Profiling data science code with FIL
58:12
See the full show notes for this episode on the website at talkpython.fm/274
Jul 24, 2020
#273: CoCalc: A fully colloborative notebook development environment
55:06
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Jul 18, 2020
#272: No IoT things in hand? Simulate them with Device Simulator Express
51:47
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Jul 12, 2020
#271: Unlock the mysteries of time, Python's datetime that is!
01:04:33
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Jul 04, 2020
#270: Python in supply chains: oil rigs, rockets, and lettuce
00:59:20
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Jun 25, 2020
#269: HoloViz - a suite of tools for Python visualization
55:57
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Jun 19, 2020
#268: Analyzing dozens of notebook environments
54:24
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Jun 13, 2020
#267: 15 amazing pytest plugins
53:34
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Jun 06, 2020
#266: Refactoring your code, like magic with Sourcery
57:05
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May 29, 2020
#265: Why is Python slow?
01:03:26
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May 19, 2020
#264: 10 tips every Flask developer should know
01:08:49
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May 12, 2020
#263: SEO for developers
01:02:35
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May 06, 2020
#262: Build a career in data science
01:11:17
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May 01, 2020
#261: Monitoring and auditing machine learning
01:00:42
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Apr 25, 2020
#260: From basic script to interactive data sci app with Streamlit
00:59:25
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Apr 18, 2020
#259: From Academia to Tech Industry and Python
01:00:58
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Apr 09, 2020
#258: Thriving in a remote developer environment
01:07:30
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Apr 04, 2020
#257: Exploring the galaxy with the fastest supercomputer, Python, and radio astronomy
00:52:23
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Mar 28, 2020
#256: Click to run your notebook with Binder
00:57:26
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Mar 20, 2020
#255: Talking to cars with Python
00:51:51
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Mar 14, 2020
#254: A Python mentorship story
01:07:26
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Mar 06, 2020
#253: Moon base geekout
01:22:48
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Feb 25, 2020
#252: What scientific computing can learn from CS
01:10:58
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Feb 21, 2020
#251: Building and UX Testing Azure's Python SDK
00:52:44
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Feb 13, 2020
#250: Capture over 400x C02 as trees with AI and Python
01:03:07
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Feb 08, 2020
#249: Capture the Staff of Pythonic Knowledge in TwilioQuest
00:59:01
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Jan 30, 2020
#248: Climate change and your Python code
01:16:34
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Jan 24, 2020
#247: Solo maintainer of open-source in academia
01:05:20
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Jan 16, 2020
#246: Practices of the Python Pro
01:04:08
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Jan 09, 2020
#245: Python packaging landscape in 2020
01:01:54
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Jan 03, 2020
#244: Top 10 Real Python Articles of 2019
00:59:49
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Dec 27, 2019
#243: Python on Windows is OK, actually
00:57:38
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Dec 17, 2019
#242: Your education will be live-streamed
00:54:23
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Dec 11, 2019
#241: Opal: Full stack health care apps
00:53:23
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Dec 07, 2019
#240: A guided tour of the CPython source code
01:00:25
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Nov 27, 2019
#239: Bayesian foundations
00:57:18
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Nov 23, 2019
#237: A gut feeling about Python
00:49:40
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Nov 06, 2019
#236: Scaling data science across Python and R
01:00:48
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Oct 29, 2019
#235: Python in your Browser with Skulpt
01:00:20
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Oct 23, 2019
#234: Awesome Python Applications
01:04:36
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Oct 15, 2019
#233: The Masonite Python Web Framework
1:08:18
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Oct 10, 2019
#232: Become a robot developer with Python
1:01:32
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Oct 04, 2019
#231: Advice for freelancing with Python
1:09:41
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Sep 25, 2019
#230: Python in digital humanities research
0:57:42
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Sep 18, 2019
#229: Building advanced Pythonic interviews with docassemble
1:00:43
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Sep 12, 2019
#228: Hunting bugs and tech startups with Python
0:59:41
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Sep 04, 2019
#227: Maintainable data science: Tips for non-developers
1:10:48
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Aug 28, 2019
#226: Building Flask APIs for data scientists
1:09:02
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Aug 23, 2019
#225: Can subinterpreters free us from Python's GIL?
01:10:38
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Aug 12, 2019
#224: 12 lessons from 100 days of web
1:08:54
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Aug 05, 2019
#223: Fun and Easy 2D Games with Python
1:03:59
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Jul 30, 2019
#222: Interactive graphs with Bokeh and Python
00:59:19
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Jul 26, 2019
#221: Empowering developers by embedding Python
1:07:04
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Jul 18, 2019
#220: Machine Learning in the cloud with Azure ML
00:54:44
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Jul 12, 2019
#219: Take a Python tour of duty at the United States Digital Service
01:01:36
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Jul 05, 2019
#218: Serverless Python functions in Azure
00:47:57
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Jun 25, 2019
#217: Notebooks vs data science-enabled scripts
00:54:25
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Jun 21, 2019
#216: Digging into Visual Studio Code
0:53:05
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Jun 14, 2019
#215: The software powering Talk Python courses and podcast
1:07:51
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Jun 06, 2019
#214: Dive into CPython 3.8 and beyond
01:00:22
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May 31, 2019
#213: WebAssembly and CPython
0:49:08
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May 25, 2019
#212: Python in Web Assembly with Pyodide
0:57:21
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May 17, 2019
#211: Classic CS problems in Python
1:08:46
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May 11, 2019
#210: Making the most out of in-person training
1:07:20
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May 02, 2019
#209: Inside Python's new governance model
1:07:25
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Apr 28, 2019
#208: Packaging, Making the most of PyCon, and more
1:10:17
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Apr 21, 2019
#207: Parallelizing computation with Dask
00:57:53
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Apr 14, 2019
#206: Running Django in Production
00:51:25
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Apr 06, 2019
#205: Beginners and Experts Panel
00:57:53
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Apr 02, 2019
#204: StaticFrame, like Pandas but safer
01:01:17
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Mar 21, 2019
#203: Beginners and Experts in Software Development
00:57:35
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Mar 13, 2019
#202: Building a software business
0:59:01
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Mar 09, 2019
#201: Choosing JupyterHub and Python over MATLAB
01:03:35
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Feb 27, 2019
#200: Escaping Excel Hell with Python and Pandas
1:06:09
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Feb 21, 2019
#199: Automate all the things with Python at Zapier
1:05:28
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Feb 14, 2019
#198: Catching up with the Anaconda distribution
1:05:14
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Feb 09, 2019
#197: Modern Python Standard Library Cookbook
01:01:25
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Feb 02, 2019
#196: Datalore: Hosted smart notebooks
00:49:50
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Jan 23, 2019
#195: Teaching Python at Apple
1:00:23
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Jan 20, 2019
#194: Learning (and teaching) Python in a vacuum
01:06:50
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Jan 11, 2019
#193: Data Science Year in Review 2018 Edition
01:20:36
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Dec 31, 2018
#192: Python Year in Review 2018 Edition
00:59:03
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Dec 26, 2018
#191: Python's journey at Microsoft
01:12:27
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Dec 18, 2018
#190: Teaching Django
01:01:43
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Dec 11, 2018
#189: War Stories of the Developer Evangelists
00:59:11
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Dec 07, 2018
#188: Async for the Pythonic web with Sanic
00:56:22
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Dec 01, 2018
#187: Secure all the things with HubbleStack
00:59:53
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Nov 20, 2018
#186: 100 Days of Python in a Magical Universe
01:02:57
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Nov 16, 2018
#185: Creating a Python 3 Culture at Facebook
01:07:46
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Nov 09, 2018
#184: Teaching Python with BBC micro:bit
01:07:38
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Nov 02, 2018
#183: Qt for Python
00:58:03
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Oct 24, 2018
#182: Picture Python at Shutterfly
00:58:15
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Oct 17, 2018
#181: 30 amazing Python projects
00:52:10
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Oct 12, 2018
#180: What's new in Python 3.7 and beyond
00:57:26
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Oct 02, 2018
#179: Python Language Summit 2018
00:50:36
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Sep 26, 2018
#178: Coverage.py
01:03:31
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Sep 21, 2018
#177: Flask goes 1.0
01:02:22
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Sep 15, 2018
#176: The Python Community by the Numbers
00:53:29
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Sep 10, 2018
#175: Teaching Python to network engineers
00:55:27
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Aug 31, 2018
#174: Coming into Python from another Industry (part 2)
00:51:06
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Aug 16, 2018
#173: Coming into Python from another Industry (part 1)
00:57:25
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Aug 07, 2018
#172: Nuitka: A full Python compiler
01:06:53
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Aug 01, 2018
#171: 1M Jupyter notebooks analyzed
00:58:32
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Jul 29, 2018
#170: Guido van Rossum steps down
00:37:55
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Jul 20, 2018
#169: Becoming a Python content creator
01:06:40
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Jul 13, 2018
#168: 10 Python security holes and how to plug them
01:00:00
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Jul 06, 2018
#167: Simplifying Python's Async with Trio
00:55:41
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Jun 29, 2018
#166: Continuous delivery with Python
1:09:44
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Jun 14, 2018
#165: Python and the blockchain
01:05:00
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Jun 08, 2018
#164: Python in Brain Research at the Allen Institute
00:57:54
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Jun 01, 2018
#163: Python in Geoscience
00:52:17
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May 25, 2018
#162: Python in Building and Architecture
00:54:35
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May 21, 2018
#161: Django 2.0
01:07:57
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May 12, 2018
#160: Lektor: Beautiful websites out of flat files
00:55:41
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May 04, 2018
#159: Inside the new PyPI launch
01:00:41
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Apr 27, 2018
#158: Quantum Computing and Python
00:47:54
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Apr 20, 2018
#157: The Journal of Open Source Software
01:04:46
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Apr 06, 2018
#156: Python History and Perspectives
00:59:07
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Mar 24, 2018
#155: Practical steps for moving to Python 3
01:03:26
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Mar 16, 2018
#154: Python in Biology and Genomics
00:58:16
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Mar 07, 2018
#153: How Python Evolves
01:22:01
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Mar 01, 2018
#152: Understanding and using Python's AST
00:51:55
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Feb 23, 2018
#151: Gradual Typing of Production Applications
01:09:00
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Feb 16, 2018
#150: Technical Lessons Learned from Pythonic Refactoring
00:59:57
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Feb 08, 2018
#149: 4 Python Web Frameworks, Compared
00:57:25
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Feb 02, 2018
#148: Python Book Authors' Panel Discussion
01:02:05
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Jan 28, 2018
#147: Quart: Flask, but 3x faster
00:51:02
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Jan 19, 2018
#146: Building Alexa Skills with Python and Flask
01:01:07
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Jan 11, 2018
#145: 2017 Python Year in Review
00:59:23
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Dec 31, 2017
#144: Machine Learning at the Large Hadron Collider
00:58:22
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Dec 26, 2017
#143: Tuning Python Web App Performance
01:03:23
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Dec 20, 2017
#141: Python tricks
01:11:45
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Dec 07, 2017
#140: Level up your Python with #100DaysOfCode challenge
00:58:18
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Nov 29, 2017
#139: Paths into a data science career
01:02:47
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Nov 22, 2017
#138: Anvil: All web, all Python
01:00:11
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Nov 15, 2017
#137: Design concepts and tips for developers
00:58:03
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Nov 08, 2017
#136: Secure code lessons from Have I Been Pwned
01:00:18
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Nov 02, 2017
#135: Capturing human moments with AI and Python
00:54:09
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Oct 27, 2017
#134: Python in Climate Science
00:52:50
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Oct 19, 2017
#133: Productivity for developers
01:04:28
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Oct 11, 2017
#132: Contributing to open source
01:04:44
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Oct 04, 2017
#131: Top 10 machine learning libraries
00:54:08
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Sep 26, 2017
#130: 10 books Python developers should be reading
00:52:28
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Sep 19, 2017
#129: Falcon: The bare-metal Python web framework
00:59:53
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Sep 14, 2017
#128: Pythonic Networks with NAPALM
00:56:22
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Sep 07, 2017
#127: Shipping software to users
01:15:10
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Aug 31, 2017
#126: Kubernetes for Pythonistas
00:59:39
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Aug 22, 2017
#125: Django REST framework and a new API star is born
01:07:17
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Aug 15, 2017
#124: Python for AI research
00:55:20
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Aug 07, 2017
#123: Lessons from 100 straight dev job interviews
00:46:23
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Jul 31, 2017
#122: Home Assistant: Pythonic Home Automation
00:58:08
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Jul 26, 2017
#121: Microservices in Python
01:05:51
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Jul 19, 2017
#120: Python in Finance
01:07:12
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Jul 12, 2017
#119: Python in Engineering
00:52:23
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Jul 06, 2017
#118: Serverless software
00:54:50
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Jun 27, 2017
#117: Functional Python with Coconut
01:03:31
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Jun 21, 2017
#116: 10 top talks of PyCon 2017 reviewed
01:00:19
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Jun 12, 2017
#115: Python for Humans projects
00:53:45
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Jun 08, 2017
#114: Empowering developers at the Hidden Genius project
00:38:02
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May 30, 2017
#113: Dedicated AI chips and running old Python faster at Intel
00:53:02
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May 27, 2017
#112: Geeking out in the golden years
01:07:15
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May 18, 2017
#111: Pythonic Career Advice and More
00:57:35
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May 13, 2017
#110: Data Democratization with Redash
00:56:02
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May 02, 2017
#109: MongoDB Applied Design Patterns
01:00:25
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Apr 29, 2017
#108: MicroPython and Open Source Hardware at Adafruit
01:04:43
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Apr 21, 2017
#107: Python concurrency with Curio
01:01:20
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Apr 15, 2017
#106: Invent your own computer games with Python
00:58:12
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Apr 07, 2017
#105: A Pythonic Database Tour
00:57:56
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Mar 27, 2017
#104: Game Theory in Python
00:57:50
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Mar 23, 2017
#103: Compiling Python through PyLLVM and MongoDB for Data Scientists
00:52:36
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Mar 16, 2017
#102: Effective Code Reviews
00:50:52
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Mar 08, 2017
#101: Adding a full featured Python environment to Visual Studio Code
00:55:11
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Mar 03, 2017
#100: Python past, present, and future with Guido van Rossum
01:02:33
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Feb 22, 2017
#99: Morepath: Super Powered Python Web Framework
01:04:52
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Feb 15, 2017
#98: Adding concurrency to Django with Django Channels
01:05:14
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Feb 08, 2017
#97: Flask, Django style with Flask-Diamond
01:05:03
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Feb 02, 2017
#96: Exploring Awesome Python
00:52:20
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Jan 25, 2017
#95: Grumpy: Running Python on Go
00:52:09
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Jan 18, 2017
#94: Guarenteed packages via Conda and Conda-Forge
00:46:31
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Jan 11, 2017
#93: Spreading Python through the sciences with Software Carpentry
01:01:34
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Jan 03, 2017
#92: Bonus: Python Bytes Crossover: Python 3.6 is going to be awesome, Kite: your friendly co-developing AI
00:21:00
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Dec 29, 2016
#91: Top 10 Data Science Stories of 2016
1:07:34
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Dec 27, 2016
#90: Data Wrangling with Python
1:01:35
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Dec 21, 2016
#89: A conversation with the Chief Data Scientist of the United States
00:52:39
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Dec 15, 2016
#88: Lightweight Django
00:59:58
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Dec 06, 2016
#87: PonyORM: The most Pythonic ORM yet?
00:56:29
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Nov 29, 2016
#86: Python at StackOverflow
01:10:21
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Nov 24, 2016
#85: Parsing horrible things with Python
00:59:46
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Nov 17, 2016
#84: Are we failing to fund Python's core infrastructure?
01:05:27
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Nov 08, 2016
#83: Python Videos on Demand at PyVideo
00:53:26
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Nov 02, 2016
#82: Grokking Algorithms in Python
00:58:45
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Oct 27, 2016
#81: Python and Machine Learning in Astronomy
01:02:13
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Oct 21, 2016
#80: TinyDB: A tiny document db written in Python
00:47:01
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Oct 16, 2016
#79: Beeware Python Tools
01:22:14
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Oct 07, 2016
#78: How I built an entire game and toolchain 100% in Python
00:53:26
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Sep 28, 2016
#77: 20 Python Libraries You Aren't Using (But Should)
01:16:54
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Sep 23, 2016
#76: Renewable Python
00:54:10
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Sep 15, 2016
#75: Pythonic games at CheckIO
00:55:27
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Sep 09, 2016
#74: Past, Present, and Future of IronPython
00:50:48
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Sep 02, 2016
#73: Machine learning at the new Microsoft
01:04:43
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Aug 26, 2016
#72: Fashion-driven open source software at Zalando
01:01:18
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Aug 19, 2016
#71: Soft Skills: The software developer's life manual
01:05:32
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Aug 11, 2016
#70: Pythonic cover songs at Loudr
01:01:39
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Aug 05, 2016
#69: Write an Excellent Programming Blog
00:57:41
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Jul 26, 2016
#68: Crossing the streams with Podcast.__init__
01:02:21
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Jul 20, 2016
#67: Property-based Testing with Hypothesis
00:58:17
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Jul 13, 2016
#66: Faster Python Programs: Measure, Don't Guess
01:04:55
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Jul 07, 2016
#65: Jump on the real-time web with RethinkDB
00:59:22
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Jun 29, 2016
#64: Inside the Python Package Index
00:59:51
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Jun 24, 2016
#63: Validating Python tests with mutation testing
00:59:36
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Jun 16, 2016
#62: San Diego Technology Immersion Group Learns Python
01:09:21
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Jun 07, 2016
#61: Free software, free people
00:54:18
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May 30, 2016
#60: Scaling Python to 1000's of cores with Ufora
01:07:28
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May 24, 2016
#59: SageMath - Open source is ready to compete in the classroom
00:59:24
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May 18, 2016
#58: Create better Python programs with concurrency, libraries, and patterns
00:54:51
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May 10, 2016
#57: Python performance from the inside-out at Intel
00:56:34
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May 05, 2016
#56: Data Science from Scratch
00:51:03
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Apr 27, 2016
#55: How our engineering environments are killing diversity (and how we can fix it)
01:01:40
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Apr 21, 2016
#54: Enterprise Software with Python
01:07:43
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Apr 14, 2016
#53: Python in Visual Studio
00:50:41
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Apr 06, 2016
#52: EVE Online: MMO game powered by Python
00:54:35
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Mar 27, 2016
#51: SigOpt: Optimizing Everything with Python
00:37:50
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Mar 21, 2016
#50: Web scraping at scale with Scrapy and ScrapingHub
00:58:17
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Mar 15, 2016
#49: Microsoft's JIT-based Python Project: Pyjion
01:03:45
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Mar 08, 2016
#48: Building Flask-based Web Apps
00:49:08
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Mar 01, 2016
#47: Python in Typeface and Font Development
00:44:39
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Feb 23, 2016
#46: Python in Movies and Entertainment
00:57:13
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Feb 16, 2016
#45: The Python Testing Column, Now a Thing
00:58:49
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Feb 09, 2016
#44: Project Jupyter and IPython
01:00:11
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Feb 02, 2016
#43: Monitoring high performance Python apps at Opbeat
00:39:33
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Jan 26, 2016
#42: Python in Startups and Investing
00:54:38
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Jan 19, 2016
#41: Getting your first dev job as a Python developer (part 2)
00:52:17
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Jan 12, 2016
#40: Top 10 Data Science Stories from 2015
00:59:19
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Dec 29, 2015
#39: Getting your first dev job as a Python developer (part 1)
00:50:44
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Dec 22, 2015
#38: Continuous Integration and Delivery at Codeship
01:02:50
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Dec 15, 2015
#37: Python Cybersecurity and Penetration Testing
01:04:02
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Dec 08, 2015
#36: Python IDEs with the PyCharm team
00:59:43
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Dec 01, 2015
#35: Turbogears and the future of Python web frameworks
01:01:15
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Nov 24, 2015
#34: Continuum: Scientific Python and The Business of Open Source
00:59:52
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Nov 17, 2015
#33: OpenStack: Cloud computing built on Python
00:56:37
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Nov 10, 2015
#32: PyPy.js - PyPy Python in Your Browser
00:59:12
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Nov 03, 2015
#31: Machine Learning with Python and scikit-learn
00:49:19
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Oct 27, 2015
#30: Python Community and Python at Dropbox
00:46:53
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Oct 20, 2015
#29: Python at the Large Hadron Collider and CERN
00:52:10
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Oct 13, 2015
#28: Making Python Fast: Profiling Python Code
00:50:09
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Oct 06, 2015
#27: Four Years of Python for High Schoolers
00:44:35
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Sep 29, 2015
#26: Deploying Python Web Applications (Updated)
01:13:04
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Sep 22, 2015
#25: Effective Python
00:54:40
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Sep 15, 2015
#24: Fluent Python
01:08:20
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Sep 08, 2015
#23: 3D Printing with Python at Authentise
00:46:85
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Sep 01, 2015
#22: CPython Internals and Learning Python with pythontutor.com
01:02:35
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Aug 25, 2015
#21: PyPy - The JIT Compiled Python Implementation
00:53:57
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Aug 18, 2015
#20: Interactive Python and Teaching Python: Beyond Text Books
00:48:46
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Aug 11, 2015
#19: Automate the Boring Stuff with Python
00:41:05
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Aug 04, 2015
#18: Python Anti-patterns and other mistakes
00:48:16
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Jul 28, 2015
#17: Python on bare metal with MicroPython
00:51:18
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Jul 21, 2015
#16: Python at Netflix
00:56:46
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Jul 14, 2015
#15: Python at Spotify, PSF, and PyLadies
00:49:01
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Jul 07, 2015
#14: Moving from PHP to Python 3 with Patreon
00:49:26
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Jun 30, 2015
#13: Flask web framework and much, much more
00:50:01
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Jun 23, 2015
#12: Deep Dive into Modules and Packages
00:52:10
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Jun 16, 2015
#11: PyImageSearch and Computer Vision
00:50:06
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Jun 09, 2015
#10: Bringing Python to the Masses with Hosting and DevOps at PythonAnywhere
01:05:38
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Jun 02, 2015
#9: Docker for the Python Developer
00:39:24
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May 26, 2015
#8: Teaching Python at Grok Learning and Classrooms
00:37:03
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May 19, 2015
#7: Robot Operating System (ROS) and ROSPy
00:49:50
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May 12, 2015
#6: Requests, PyCon, and Python's future
00:43:51
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May 05, 2015
#5: SQLAlchemy and data access in Python
01:02:42
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Apr 28, 2015
#4: Enterprise Python and Large-Scale Projects
00:54:05
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Apr 23, 2015
#3: Pyramid Web Framework
00:48:10
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Apr 16, 2015
#2: Python and MongoDB
00:35:00
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Apr 07, 2015
#1: EVE - RESTful APIs for humans
40:43
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Mar 31, 2015
#0: Introducing the show!
00:03:24
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Mar 21, 2015