Machine LearningBeginner
Machine Learning Crash Course
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.
Free course on Coursera
Andrew Ng's Deep Learning Specialization is a Coursera program you take at coursera.org. You can audit all five courses for free, which gives you the video lectures and readings. The programming assignments, quizzes, and the certificate need a Coursera subscription or per-course payment, and financial aid is available. DeepLearning.AI builds and hosts it on Coursera, so there is no separate free version elsewhere. We are not in Coursera's affiliate program, so we earn nothing whether you audit or pay. Audit it if you want the lectures for free, or pay for the full track if you want the graded coding assignments, which are where most of the learning happens.
Over 1 million learners have enrolled, and the specialization is rated 4.9 out of 5 from more than 120,000 reviews (source: coursera.org/specializations/deep-learning).
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.
Machine LearningBeginner
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.