FireShadow

• https://madewithml.com/

• MIT 6.034 Artificial Intelligence

• Harvard CS50’s Artificial Intelligence with Python – Full University Course

• Neural Networks: Zero to Hero Andrej Karpathy

• Machine Learning for Everybody – Full Course

• Learn PyTorch for deep learning in a day. Literally.

• Python Data Analysis and Visualization Course – Astronomical Data

• MLOps Course – Build Machine Learning Production Grade Projects

• Data Engineering Course for Beginners

• Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases

• https://www.udemy.com/course/machine-learning-data-science-foundations-masterclass/

• https://www.udemy.com/course/complete-machine-learning-and-data-science-zero-to-mastery/

• https://www.udemy.com/course/practical-mlops-for-data-scientists-devops-engineers-aws/

• https://www.udemy.com/course/spark-and-python-for-big-data-with-pyspark/

• https://www.udemy.com/course/taming-big-data-with-apache-spark-hands-on/

• https://www.udemy.com/course/aws-machine-learning/

• https://www.udemy.com/course/aws-data-engineer/

• https://www.udemy.com/course/aws-data-analytics/

Books

• Data Science on AWS

• Data Engineering with AWS

• Becoming a Data Head

• Algorithms (The MIT Press Essential Knowledge series)

• MATHEMATICS FOR MACHINE LEARNING

• Practical Statistics for Data Scientists

• Data Science From Scratch

• DATA SCIENCE (The MIT Press Essential Knowledge series)

• Fundamentals of Data Engineering

• Learning Spark

• Spark: The Definitive Guide

• Python Data Science Handbook

• Designing Machine Learning Systems

• The Hundred-Page Machine Learning Book

• Machine Learning using Python

• Machine Learning: The New AI (The MIT Press Essential Knowledge series)

• Machine Learning Simplified

• Machine Learning Engineering

• Machine Learning: A Probabilistic Perspective

• Probabilistic Machine Learning

• Deep Learning: A Visual Approach

• Deep Learning (Ian Goodfellow)

• Deep Learning for Coders with Fastai and PyTorch

• Deep Learning (Adaptive Computation and MATHEMATICS FOR MACHINE LEARNINGe Learning series)

• DEEP LEARNING ILLUSTRATED

• DEEP LEARNING (The MIT Press Essential Knowledge series)

• Deep Learning from Scratch

• Understanding Deep Learning

• Natural Language Processing with Transformers

• Generative Deep Learning

• PATTERN RECOGNITION AND MACHINE LEARNING

• Reinforcement Learning

Talks

• How to Handle Very Large Data with Python