Free course on Google for Developers
Google's Machine Learning Crash Course is a free course on Google Developers teaching machine learning fundamentals: supervised learning, neural networks, and best practices. It uses TensorFlow and includes interactive exercises. The course is Google's official ML introduction for developers. After finishing, you understand how machine learning works and can train models. The main limitation: the course is broad, not deep. It covers many topics quickly, so depth comes from additional study and practice.
Google's fast-paced introduction to machine learning. Covers ML concepts, TensorFlow APIs, and real-world case studies. Written and maintained by Google engineers. Completely free.
Machine LearningIntermediate
freeCodeCamp's machine learning curriculum. Covers TensorFlow, neural networks, natural language processing, and reinforcement learning. Build and train models through five certification projects. Free certificate.
Machine LearningIntermediate
Harvard's 9-course data science certificate on edX. Covers R programming, data visualisation, probability, inference, regression, machine learning, and capstone.
Machine LearningAdvanced
Andrew Ng's landmark Deep Learning Specialization on Coursera. Five courses covering neural networks, CNNs, RNNs, optimisation, and ML strategy. Free to audit; certificate costs money.