TechYaks

The Best Python Tech Talks This Year, Ranked By View Count

• Getting Started with TensorFlow and Deep Learning

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

• Dataclasses: The code generator to end all code generators

  PyCon 2018 · Raymond Hettinger
  45 minutes · 28,887 views · 450 likes

• Pipenv: The Future of Python Dependency Management

  PyCon 2018 · Kenneth Reitz
  35 minutes · 25,433 views · 575 likes

• Elegant Solutions For Everyday Python Problems

  PyCon 2018 · Nina Zakharenko
  32 minutes · 22,952 views · 355 likes

• HOWTO Write a Function

  PyCon US 2018 · Jack Diederich
  41 minutes · 19,374 views · 226 likes

• Deep Neural Networks with PyTorch

  PyData Berlin 2018 · Stefan Otte
  1 hour 25 minutes · 16,245 views · 389 likes

• Solve Your Problem With Sloppy Python

  PyCon 2018 · Larry Hastings
  30 minutes · 15,370 views · 310 likes

• Introduction to Numerical Computing with NumPy (Beginner Level)

  SciPy 2018 · Alexandre Chabot-LeClerc
  2 hours 39 minutes · 14,947 views · 276 likes

• Exploratory Data Visualization with Vega, Vega-Lite, and Altair

  PyCon 2018 · Jake VanderPlas
  3 hours 19 minutes · 14,129 views · 289 likes

• Get Productive with Python in Visual Studio Code

  EuroPython 2018 · Dan Taylor
  45 minutes · 13,557 views · 311 likes

• UMAP Uniform Manifold Approximation and Projection for Dimension Reduction

  SciPy 2018 · Leland McInnes
  26 minutes · 12,554 views · 376 likes

• Type-checked Python in the real world

  PyCon 2018 · Carl Meyer
  32 minutes · 11,668 views · 358 likes

• Reinventing the Parser Generator

  PyCon 2018 · David Beazley
  45 minutes · 10,433 views · 197 likes

• BDFL Python 3 retrospective

  PyCascades 2018 · Guido van Rossum
  26 minutes · 9,935 views · 185 likes

• Getting Started with JupyterLab (Beginner Level)

  SciPy 2018 Tutorial · Jason Grout
  2 hours 7 minutes · 9,407 views · 119 likes

• Building a cross-platform native app with BeeWare

  PyCon 2018 · Russell Keith-Magee
  30 minutes · 8,968 views · 245 likes

• Big-O: How Code Slows as Data Grows

  PyCon 2018 · Ned Batchelder
  28 minutes · 8,827 views · 247 likes

• Beyond Unit Tests: Taking Your Testing to the Next Level

  PyCon 2018 · Hillel Wayne
  29 minutes · 8,648 views · 231 likes

• Winning with Simple, even Linear, Models

  PyData London 2018 · Vincent D. Warmerdam
  43 minutes · 8,593 views · 328 likes

• Effortless Logging: A deep dive into the logging module

  PyCon US 2018 · Mario Corchero
  30 minutes · 8,499 views · 110 likes

• Apache Arrow: A Cross-language Development Platform for In-memory Data

  SciPy 2018 · Wes McKinney
  26 minutes · 8,158 views · 79 likes

• Unsupervised Anomaly Detection with Isolation Forest

  PyData London 2018 · Elena Sharova
  32 minutes · 7,835 views · 102 likes

• Performance Python: Seven Strategies for Optimizing Your Numerical Code

  PyCon 2018 · Jake VanderPlas
  23 minutes · 7,759 views · 183 likes

• Using List Comprehensions and Generator Expressions For Data Processing

  PyCon US 2018 · Trey Hunner
  3 hours 21 minutes · 7,450 views · 103 likes

• Trio: Async concurrency for mere mortals

  PyCon 2018 · Nathaniel J. Smith
  32 minutes · 7,438 views · 197 likes

• 인생은 짧아요 엑셀 대신 파이썬 - 이승준

  PyCon Korea 2018 ·
  40 minutes · 7,381 views · 207 likes

• Machine Learning with Scikit-Learn, Part 1

  SciPy 2018 Tutorial · Lemaitre and Grisel
  3 hours 25 minutes · 7,144 views · 97 likes

• Get your resources faster, with importlib.resources

  PyCon US 2018 · Barry Warsaw
  28 minutes · 7,011 views · 70 likes

• One weird trick to becoming a better software developer

  PyCon 2018 · Esther Nam
  28 minutes · 6,990 views · 143 likes

• Tom Bocklisch

  PyData Amsterdam 2018 · Conversational AI with Rasa Core & NLU
  1 hour 37 minutes · 6,871 views · 88 likes

• Using pandas for Better (and Worse) Data Science

  PyCon US 2018 · Kevin Markham
  3 hours 20 minutes · 6,688 views · 124 likes

• Thinking Outside the GIL with AsyncIO and Multiprocessing

  PyCon 2018 · John Reese
  30 minutes · 6,122 views · 128 likes

• Introduction to Python for Data Science

  PyCon US 2018 · Skipper Seabold
  3 hours 19 minutes · 5,965 views · 94 likes

• A practical guide to Singular Value Decomposition in Python

  PyCon US 2018 · Daniel Pyrathon
  31 minutes · 5,888 views · 99 likes

• Analyzing Data: What pandas and SQL Taught Me About Taking an Average

  PyCon US 2018 · Alex Petralia
  26 minutes · 5,826 views · 106 likes

• Practical Sphinx

  PyCon 2018 · Carol Willing
  27 minutes · 5,655 views · 109 likes

• PyViz: Easy Visualization and Exploration for all your Data

  SciPy 2018 · James A. Bednar, Jean-Luc Stevens, Christopher Ball
  3 hours 23 minutes · 5,540 views · 69 likes

• Understanding and Applying Self-Attention for NLP

  PyData Berlin 2018 · Ivan Bilan
  37 minutes · 5,418 views · 103 likes

• Writing fast and efficient MicroPython

  PyCon AU 2018 · Damien George
  31 minutes · 5,286 views · 124 likes

• Systemd: why you should care as a Python developer

  PyCon 2018 · Alvaro Leiva Geisse
  27 minutes · 5,240 views · 117 likes

• A Bit about Bytes: Understanding Python Bytecode

  PyCon 2018 · James Bennett
  29 minutes · 5,049 views · 157 likes

• Dan Callahan - Keynote - PyCon 2018

  PyCon US 2018 · Dan Callahan
  30 minutes · 5,005 views · 89 likes

• Keynote: Democratising data journalism: building a collaborative and investigative network across the UK

  PyData London 2018 · Charles Boutaud
  40 minutes · 4,981 views · 15 likes

• pandas .head() to .tail() (Beginner)

  SciPy 2018 Tutorial · Niederhut, Augspurger, Van den Bossche
  2 hours 52 minutes · 4,917 views · 57 likes

• Automating Code Quality

  PyCon US 2018 · Kyle Knapp
  29 minutes · 4,863 views · 93 likes

• Interactive 3D Visualization in Jupyter

  SciPy 2018 · Maarten Breddels
  24 minutes · 4,765 views · 139 likes

• Natural Language Processing in Python

  PyOhio 2018 · Alice Zhao
  1 hour 51 minutes · 4,725 views · 96 likes

• Sunday Morning Lightning Talks + Keynote

  PyCon US 2018 · Brett Cannon
  1 hour 19 minutes · 4,725 views · 52 likes

• A Beginner's Guide to WebSockets

  PyCon AU 2018 · Dion Misic
  29 minutes · 4,694 views · 114 likes

• Hands-on introduction to Deep Learning with Keras and Tensorflow

  PyData Amsterdam 2018 · Rodrigo Agundez
  1 hour 28 minutes · 4,567 views · 86 likes