https://www.youtube.com/channel/UCrJhliKNQ8g0qoE_zvL8eVg/feed
-
Miguel Grinberg Asynchronous Python for the Complete Beginner PyCon 2017 - extremely clear conceptual introduction to concurrency (great central metaphor)
-
Jason Myers Leveraging Serverless Architecture for Powerful Data Pipelines PyCon 2017
-
Hynek Schlawack Solid Snakes or How to Take 5 Weeks of Vacation PyCon 2017 - a bit "wacky". Notes perhaps more useful than talk itself.
-
Cory Benfield Requests Under The Hood PyCon 2017 - really nice examples of ugly code and how it got that way in a library that's often held up as a model of great code.
-
Andrew T Baker 5 ways to deploy your Python web app in 2017 PyCon 2017 - covers ngrok, heroku, zappa/lambda, the google equivalent of EC2 (which looks nicer!), and docker (and docker-machine on digital ocean). Packs a huge amount in and does a great job of comparing these options.
-
Erik Rose Constructive Code Review PyCon 2017 - Nothing stunning but reasonably enjoyable and useful tips (skip GTD overview)
-
Benny Bauer Python in The Serverless Era PyCon 2017 - useful list of use cases, quick demo of SLS ("Serverless Framework", node framework where python requirements handling needs a plugin, but is language agnostic)
-
Brandon Rhodes The Dictionary Even Mightier PyCon 2017 - fun history of what happened to dicts since python 2.6 (comprehensions, views, ordering, lots of hash stuff, etc.)
-
Flávio Juvenal How to make a good library API PyCon 2017 - talk version of http://python.apichecklist.com/, which is a good checklist (although you can probably just read that, rather than watch the talk)
-
David DB Baumgold Looping Like a Pro in Python PyCon 2017 - Not a bad talk, but extremely basic, introduction to looping. touches on generators and itertools.
-
Calen Pennington Immutable Programming Writing Functional Python PyCon 2017 - speaker seemed to be ad-libbing
-
Big picture software testing unit testing, Lean Startup, and everything in between PyCon 2017 - "lean startup" in the title should have been a clue
-
Mary Nagle Piecing it Together A beginner's guide to application configuration PyCon 2017 - intro to pip and web apps. not really about application configuration.
-
Jessica Forde An Introduction to Reinforcement Learning PyCon 2017 - too much material for 30 minute talk, glossed over too many technical details without offering alternative informal understanding.
-
Building A Gigaword Corpus Lessons on Data Ingestion, Management, and Processing for NLP - looks like solid work, very high level talk though.
-
Joe Jevnik Title Available On Request An Introduction to Lazy Evaluation PyCon 2017 - looked good, but a bit over my head in from scratch implementation of lazy evaluation. Mentions dask right at the end.
-
Jessica Lundin Snakes on a Hyperplane Python Machine Learning in Production PyCon 2017 - intro to machine learning with emphasis on validation, not really about production
-
Jiaqi Liu Fuzzy Search Algorithms How and When to Use Them PyCon 2017 - poor delivery, very high level
I haven't gotten around to watching any of these except the first one
- Moshe Zadka, Glyph Creating And Consuming Modern Web Services with Twisted PyCon 2017
- Torsten Scholak, Diego Maniloff Intro to Bayesian Machine Learning with PyMC3 and Edward
- Aaron Knight Build a data pipeline with Luigi PyCon 2017
- Eric J Ma Best Testing Practices for Data Science PyCon 2017
- Aileen Nielsen - Time Series Analysis - PyCon 2017
- IPython and Jupyter in Depth: High productivity, interactive Python - PyCon 2017
- Ben Zaitlen, Matthew Rocklin, Min Ragan Kelley, Olivier Grisel Parallel Data Analysis PyCon 2017
- Deploy and scale containers with Docker native, open source orchestration PyCon 2017
- Mike Bright, Haïkel Guémar, Mario Loriedo - ContainerOrchestration.py: The tutorial session