Machine Learning Specialization
Andrew Ng's legendary ML course
Andrew Ng's updated ML course on Coursera. Covers supervised learning, advanced algorithms, and practical ML project advice. Includes TensorFlow and Python labs.
Data ScienceFreeFree with ReCodedintermediate12 weeks
Submitted by @devonRoadmap (5 steps)
1
Supervised Learning
4 weeks#Linear Regression#Logistic Regression#Neural Networks#Regularization
2
Advanced Algorithms
4 weeks#Decision Trees#XGBoost#Random Forests#Clustering
3
Unsupervised Learning & Recommenders
2 weeks#K-Means#Anomaly Detection#Collaborative Filtering#Content-Based Filtering
4
Reinforcement Learning & MLOps
2 weeks#MDPs#Q-Learning#Policy Gradients#ML Project Lifecycle
5
Capstone Project
2 weeksApply machine learning techniques to a real-world dataset, train and tune models, and present your findings.