Course · Independent Instructors
by fast.ai
An advanced video course that builds deep learning components from scratch and works up to implementing Stable Diffusion.
Cost
Free
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Part 2 has over 30 hours of video across lessons 9 to 25 plus two bonus lessons. It covers implementing diffusion models such as DDPM and DDIM from scratch, building a training framework, optimizers, initialization, attention and transformers, and reading research papers. fast.ai announced it would be available free online.
Free
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by The University of Texas at Austin
A 30-credit-hour online AI master's degree with a required ethics course and electives across machine learning, deep learning, reinforcement learning and NLP.
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Cost
$1,000/course
by Udacity
An intermediate Nanodegree on neural networks in PyTorch, covering CNNs for computer vision, sequence models and transformers, and generative models.
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by Udacity
An intermediate Nanodegree on generative AI engineering: foundation models and fine-tuning, LLMs and RAG, and multimodal applications, with three projects.
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