YouTube Playlist Cleanup 2019

There are so many interesting videos to watch. For some of them I wanted to write a blog post, for some I just wanted to watch them and store them for later. As I want to start the new year 2020 fresh, I'll just dump the videos here. When I started this cleanup, I had almost 300 videos in my "watch later" playlist.

Title Duration Published More
Traffic flow measured on 30 different 4-way junctions 6:07 04.12.2017 Traffic simulation
How Diverging Diamonds Keep You From Dying 8:30 05.04.2018 Traffic
Wanis Kabbaj: What a driverless world could look like, TED 11:31 15.11.2016 Traffic
Graph Databases Will Change Your Freakin' Life 31:08 13.12.2017 Intro Into Graph Databases
Cyrill Stachniss: LS SLAM with Landmarks (Uni Freiburg) 48:22 03.02.2014 SLAM-Course
A.I. Experiments: Visualizing High-Dimensional Space 3:12 15.11.2016 Machine Learning
4 Experiments Where the AI Outsmarted Its Creators 🤖 3:31 19.04.2018 Machine Learning: There are a couple of other interesting examples
Solving Pokemon Blue With a Single, Huge Regular Expression 13:39 30.06.2018
The React Productivity Revolution 25:41 10.07.2018
Jake VanderPlas: Frequentism and Bayesianism: What's the Big Deal?, SciPy 2014 26:30 09.07.2014 Statistics
Veritasium: The Bayesian Trap 10:36 05.04.2017 Statistics
10 Climbing Workouts Taught by Paul Robinson 8:32 19.09.2018 Climbing
How Much of the Earth Can You See at Once? 26:30 17.07.2017 Interesting
Mario Corchero: Exceptional Exceptions - How to properly raise, handle and create them, PyCon 26:34 05.05.2019
Jes Ford: Getting Started Testing in Data Science 31:00 05.05.2019

Data Science and Engineering

Title Duration Published More
Dillon R. Gardner: Spatial Data Analysis With Python, PyData 37:23 01.08.2018
Vasily Ershov: CatBoost: Fast Open-Source Gradient Boosting Library For GPU, PyData 40:08 01.08.2018 Data Science
Leskovec, Rajaraman, Ullman: Content Based Recommendations, Stanford University 21:00 13.04.2016 Recommender Systems
Collaborative Filtering, Stanford University 20:52 13.04.2016 Recommender Systems
Thom Lane (AWS): MXNet and ONNX 26:52 28.09.2018 Data Engineering / Data Engineering
Dr. Steve Liu (Tinder): Recommendations at Tinder, MLConf 24:49 19.11.2017 Recommender Systems, Social Discovery
Prabhu Ramachandran: 3D Visualization with Mayavi, SciPy 2018 Tutorial 2:55:13 12.07.2018 Visualization, Introduction to Mayavi
Benjamin Root: Anatomy of Matplotlib (Beginner Level) 3:16:12 12.07.2018 Visualization
Gerrit Gruben: Leveling up your storytelling and visualization skills, PyData 1:27:24 01.08.2018 Visualization
Andrew Collette: HDF5 is Eating the World, SciPy 2015 18:30 09.07.2015 Data Engineering
Kacper Kowalik: Sneaking Data into Containers with the Whole Tale, SciPy 2018 30:02 16.07.2018 Data Engineering
QR Factorization and Alternating Least Squares 28:54 12.12.2018 Recommender Systems
How I created an evolving neural network ecosystem Evolutionary algorithm

Professional Python development

Title Duration Published More
Robert Smallshire: Get to grips with asyncio in Python 3, NDC London 59:22 22.03.2017 asyncio
Parsing Horrible Things with Python 30:30 12.03.2012
Sofia Heisler: No More Sad Pandas Optimizing Pandas Code for Speed and Efficiency, PyCon 29:30 20.05.2017
Elana Hashman: The Black Magic of Python Wheels, PyCon 26:22 05.05.2019 Packaging, Wheels
Larry Hastings: Solve Your Problem With Sloppy Python, PyCon 30:24 13.05.2018
Reuven M. Lerner: Practical decorators, PyCon 29:11 05.05.2019
Al Sweigart: Yes, It's Time to Learn Regular Expressions 30:31 21.05.2017 RegEx
Anthony Shaw: Wily Python: Writing simpler and more maintainable Python, PyCon 29:02 05.05.2019
Introduction - Django Web Development with Python 1 13:36 19.01.2016
Nicolle Cysneiros: Eita! Why Internationalization and Localization matter, PyCon 43:55 05.05.2019
Fridolín Pokorný: Thoth - how to recommend the best possible libraries for your application, PyCon 22:17 05.05.2019
Rachael Tatman: Put down the deep learning: When not to use neural networks and what to do instead 31:19 05.05.2019
Chris Wilcox: Shipping your first Python package and automating future publishing, PyCon 31:50 05.05.2019
Liran Haimovitch: Understanding Python’s Debugging Internals, PyCon 39:39 05.05.2019
Lauren Schaefer: Does remote work really work?, PyCon 39:20 05.05.2019
Amanda Sopkin: The Refactoring Balance Beam: When to Make Changes and When to Leave it Alone, PyCon 28:23 05.05.2019
Jess Shapiro: Everything at Once: Python's Many Concurrency Models, PyCon 25:44 05.05.2019 Asyncio, Python threads, GIL-released threads, Multiprocessing, Distributed tasks

Concrete

Title Duration Published More
Beton, GPN 1:06:11 01.06.2019 General Introduction (DE)
Glasfasernetze & Beton wie auch immer das zusammen passt, GPN 43:13 01.06.2019
Grey Element: Tisch aus Beton selber machen 13:39 25.11.2018
Grey Element: Hochfesten Beton (UHPC) selber mischen 7:44 20.12.2018
Einfach genial: Carbon-Beton: Die Zukunft des Bauens 4:34 15.11.2016
Textilbeton 2:54 17.07.2012
DIY - AMAZING IDEAS WITH CEMENT 10:03 03.04.2019

House Building

Title Duration Published More
Die Häuser der Zukunft: Nachhaltiges Bauen mit Modulen 14:28 21.05.2016
Strom & Wärmeversorgung richtig Planen 13:59 31.08.2017 Energie-Inseln
Hausbau: Möglichst viele Leerrohre 12:09 27.02.2017
Alle Kabeltypen im Haus-Neubau 14:50 27.02.2017
5 Jahre Betriebserfahrung: Stromspeicher/Hauskraftwerk & PV 17:11 22.03.2018
11 Years Living Off-Grid in an Earthship Style House 8:48 25.03.2017
Schatten-PV – und sie rentiert sich doch! 18:49 09.04.2018 Photovoltaik
Braun Hausbau - Timelapse Kundenhaus 15:14 20.01.2018
Mangobaum vom Kern zur Pflanze selber Züchten ! 5:54 23.11.2016
The Rainwater Tank 19:01 14.05.2017
Cheapest Energy Storage Off-Grid 14:08 15.02.2019
Earthship Home - Young Man's Inspiring Building & Living Experience 7:16 06.05.2017
Dig to build Most Awesome Underground House and Underground Swimming Pool 21:10 16.03.2019
Natronlaugeheizung, nano (3sat) 6:09 06.02.2018 Solarkraft aus dem Sommer im Winter zum Heizen verwenden; Erdsonde
OTT Haus Schalldämmung mit Holzfaser 2:43 04.11.2017 Glaswolle, Styropor und OTT Haus Holzfaserdämmung
Aus der Tüftlergarage: Kraftwerk fürs Eigenheim 3:58 31.10.2017 Blockheitzkraftwerk (BHKW): Wärme + Stromgewinnung; Sektorenkopplung
Reportage: Haus bauen in 10 Minuten - Die Magie von Porenbeton 9:24 17.05.2019 Ytong, a foam concrete building block
Die Sonne speichern: Unabhängiger werden mit Solarstromspeicher 8:56 06.11.2013 Energy: Battery for house
Aus Popcorn Möbel und mehr herstellen 10:47 22.01.2019 Insultion: Popcorn can be used instead of Styropor

Sound Insulation

Title Duration
Poröse Akustik Absorber selber bauen 9:27

General Talks

Title Duration Published More
Prof. Dr. Harald Lesch: Diözesanempfang 2019 52:56 21.01.2019
Ausgetrickst bei Miete, Einkommen und Rente 43:14 12.11.2018 Dokumentation
Die unheimliche Macht der Berater 43:42 26.02.2019 Steuern
Former CIA Chief of Disguise Breaks Down 30 Spy Scenes From Film & TV 27:53 08.05.2019

Plastic reduction

Title Duration
Popcorn as Packaging instead of Styropor 10:47

Self-sustainability

Title Duration Published More
Leckere Vielfalt im Weckglas: Lebensmittel haltbar machen 28:24 18.09.2019 Konservieren: Einkochen, Einkochen, Einlegen in Essig
"Erdmieten" selbstgemacht: Gemüse für den Winter 10:15 03.12.2017 Vorratsgrube: Abfalleimer mit zwei Metall-Verschlüssen
Joul: 5 Energiespeicher für die Zukunft der Energiewende 11:09 10.06.2018 Batteriespeicher

4K Videos

Title Time
Costa Rica 5:13
TIMELAPSE OF THE FUTURE: A Journey to the End of Time 29:20
4K Demo Movie from Sony 29:36

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