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