TechYaks

The Best Python Tech Talks Ever, Ranked By Wilson Score

• Python Concurrency From the Ground Up: LIVE!

  PyCon 2015 · David Beazley
  46 minutes · 114,465 views · 1,895 likes

• Machine Learning with Scikit-Learn (I)

  PyCon 2015 · Jake VanderPlas
  3 hours 2 minutes · 54,011 views · 504 likes

• A Better Default Colormap for Matplotlib

  SciPy 2015 · Nathaniel Smith and Stéfan van der Walt
  19 minutes · 95,180 views · 943 likes

• Statistical Thinking for Data Science

  SciPy 2015 · Chris Fonnesbeck
  23 minutes · 16,186 views · 291 likes

• Beyond PEP 8 -- Best practices for beautiful intelligible code

  PyCon 2015 · Raymond Hettinger
  52 minutes · 256,847 views · 4,073 likes

• Transforming Code into Beautiful, Idiomatic Python

  PyCon US 2013 · Raymond Hettinger
  48 minutes · 449,690 views · 9,344 likes

• A tale of two cellphones: Python on Android and iOS

  PyCon 2016 · Russell Keith-Magee
  32 minutes · 19,895 views · 485 likes

• Automating Your Browser and Desktop Apps

  PyBay 2016 · Al Sweigart
  41 minutes · 128,309 views · 2,390 likes

• Django @ Instagram

  Django: Under The Hood 2016 · Carl Meyer
  1 hour 4 minutes · 11,677 views · 236 likes

• Facts and Myths about Python names and values

  PyCon 2015 · Ned Batchelder
  25 minutes · 43,213 views · 792 likes

• Loop like a native: while, for, iterators, generators

  PyCon 2013 · Ned Batchelder
  29 minutes · 64,893 views · 1,336 likes

• Pandas for Data Analysis

  SciPy 2017 Tutorial · Daniel Chen
  3 hours 45 minutes · 51,219 views · 524 likes

• Emacs + org-mode + python in reproducible research

  SciPy 2013 · John Kitchin
  21 minutes · 38,276 views · 420 likes

• Basic Sound Processing in Python

  SciPy 2015 · Allen Downey
  18 minutes · 93,577 views · 1,205 likes

• Getting Started Testing

  PyCon 2014 · Ned Batchelder
  42 minutes · 35,970 views · 581 likes

• Getting Started with TensorFlow and Deep Learning

  SciPy 2018 Tutorial · Josh Gordon
  2 hours 41 minutes · 33,444 views · 738 likes

• Data science without borders - Wes McKinney (Two Sigma Investments)

  JupyterCon 2017 ·
  18 minutes · 10,941 views · 210 likes

• Fear and Awaiting in Async: A Savage Journey to the Heart of the Coroutine Dream

  PyOhio 2016 · David Beazley
  56 minutes · 16,845 views · 310 likes

• Losing your Loops Fast Numerical Computing with NumPy

  PyCon 2015 · Jake VanderPlas
  30 minutes · 37,471 views · 790 likes

• Reinventing Django for the Real-Time Web

  PyCon 2016 · Andrew Godwin
  44 minutes · 24,273 views · 397 likes

• Python 3 Metaprogramming

  PyCon 2013 · David Beazley
  3 hours · 141,970 views · 1,609 likes

• Advanced Machine Learning with scikit-learn

  PyCon 2013 · Olivier Grisel
  2 hours 36 minutes · 41,464 views · 305 likes

• 5 ways to deploy your Python web app in 2017

  PyCon 2017 · Andrew T Baker
  27 minutes · 23,863 views · 620 likes

• Pandas From The Ground Up

  PyCon 2015 · Brandon Rhodes
  2 hours 24 minutes · 112,557 views · 1,239 likes

• Python's Class Development Toolkit

  PyCon 2013 · Raymond Hettinger
  45 minutes · 104,053 views · 1,611 likes

• Learn Python Through Public Data Hacking

  PyCon 2013 · David Beazley
  2 hours 38 minutes · 766,576 views · 6,446 likes

• VisPy Harnessing The GPU For Fast, High Level Visualization

  SciPy 2015 · Luke Campagnola
  18 minutes · 17,086 views · 197 likes

• Flask at Scale

  PyCon 2016 · Miguel Grinberg
  3 hours 5 minutes · 35,226 views · 375 likes

• It's Dangerous to Go Alone: Battling the Invisible Monsters in Tech

  PyCon 2014 · Julie Pagano
  28 minutes · 35,832 views · 731 likes

• SQL for Python Developers

  PyCon 2012 · Brandon Rhodes
  2 hours 50 minutes · 43,373 views · 366 likes

• Keynote on Concurrency

  PyBay 2017 · Raymond Hettinger
  1 hour 13 minutes · 43,697 views · 985 likes

• Frequentism and Bayesianism: What's the Big Deal?

  SciPy 2014 · Jake VanderPlas
  26 minutes · 37,630 views · 783 likes

• Using Python to Code by Voice

  PyCon 2013 · Tavis Rudd
  28 minutes · 286,440 views · 2,441 likes

• Super considered super!

  PyCon 2015 · Raymond Hettinger
  46 minutes · 70,094 views · 837 likes

• Interactive data for the web - Bokeh for web developers

  PyCon 2015 · Sarah Bird
  28 minutes · 21,931 views · 275 likes

• Tensorflow and deep learning, without a PhD

  PyCon Russion 2016 · Martin Gorner
  56 minutes · 40,066 views · 634 likes

• Generators: The Final Frontier

  PyCon 2014 · David Beazley
  3 hours 50 minutes · 30,862 views · 273 likes

• An Attempt At Demystifying Bayesian Deep Learning

  PyData NYC 2017 · Eric J. Ma
  36 minutes · 14,586 views · 423 likes

• Fast Test, Slow Test

  PyCon 2012 · Gary Bernhardt
  31 minutes · 38,035 views · 345 likes

• All Your Ducks In A Row: Data Structures in the Standard Library and Beyond

  PyCon US 2014 · Brandon Rhodes
  37 minutes · 18,657 views · 267 likes

• Keynote - Topics of Interest (Python Asyncio)

  Python Brasil 2015 · David Beazley
  49 minutes · 25,246 views · 343 likes

• Practical Machine Learning in Python

  PyCon 2012 · Matt Spitz
  29 minutes · 48,665 views · 343 likes

• Day 1 Part 2: Lists, Sorting, and Tuples

  Google Python Class · Nick Parlante
  35 minutes · 612,488 views · 2,541 likes

• The Python Visualization Landscape

  PyCon 2017 · Jake VanderPlas
  33 minutes · 32,294 views · 542 likes

• Google Python Class Day 2 Part 4

  Google Python Class 2010 · Nick Parlante
  11 minutes · 182,738 views · 1,018 likes

• Testing and Django

  PyCon 2012 · Carl Meyer
  47 minutes · 17,160 views · 175 likes

• Introduction to Docker and containers

  PyCon 2016 · Jérôme Petazzoni
  3 hours 9 minutes · 14,596 views · 174 likes

• Librosa Audio and Music Signal Analysis in Python

  SciPy 2015 · Brian McFee
  18 minutes · 18,374 views · 252 likes

• Python Packaging from Init to Deploy

  PyOhio 2015 · Dave Forgac
  36 minutes · 40,822 views · 640 likes

• Better Testing With Less Code: Property Based Testing With Python

  PyCon 2016 · Matt Bachmann
  27 minutes · 12,553 views · 250 likes