MIT's 6.S191 is one of the most rigorous free deep learning courses available. You'll get access to full lecture recordings, slides, and coding labs covering deep learning fundamentals, convolutional neural networks, recurrent networks, reinforcement learning, and more — all from MIT faculty. No certificate, but the knowledge is world-class.
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Certificate: No certificate · Full MIT course materials freely available