-
prml
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop (by gerdm)
-
Scout Monitoring
Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
For me it was definitely the book Pattern Recognition and Machine Learning by Christopher Bishop. It is heavily Bayesian but it gives you a broad overview and depth to understanding current models once you’re done with it. I have repo full of Python code for the models if you’re interested: https://github.com/gerdm/prml
Another great book is Kevin Murphy’s Machine Learning: A probabilistic approach. He just launched the second version of his book and he has a Python repo for the models and graphs: https://github.com/probml/pyprobml
Related posts
-
Learnings from GenAI on AWS at Deloitte workshop
-
Rebuilding TensorFlow 2.8.4 on Ubuntu 22.04 to patch vulnerabilities
-
A quick comparison: Streamlit, Dash, Reflex and Rio
-
Build A Dual-Purpose App: Text-to-Image and Custom Chatbot Using Comet, GPT-3.5, DALL-E 2, and Streamlit
-
Streamlit: Créer des apps en Python très simplement