Vermischtes über Data Science, Machine Learning und nbdev

Shownotes

Unsere E-Mail für Fragen, Anregungen & Kommentare: hallo@python-podcast.de

News aus der Szene

• Numpy 1.20 Release
• Pandas 1.2 Release
• Spacy v3 Release
• Ben Gorman: Python NumPy For Your Grandma, Python Pandas For Your Grandpa
• Mypy 0.800 Release
• Pip 21.0 Release
• appenv, batou

NBDEV

• nbdev
• I don't like notebooks.- Joel Grus
• Literate Programming
• I Like Notebooks - Jeremy Howard
• google colab Binder
• Buch: Deep Learning for Coders with fastai and PyTorch

Machine Learning Recap

• ocr: Tesseract
• Vektorrechner / Tensor Cores / TPUs
• Hardware: Which GPU(s) to Get for Deep Learning
• Criteo: Display Advertising Challenge
• Netflix Prize