Course · Independent Instructors
by fast.ai
A free video course on applying deep learning and machine learning to vision, text, tabular and recommendation problems with PyTorch and fastai.
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Free
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The course has 9 lessons of about 90 minutes each, recorded at the University of Queensland. It covers computer vision, NLP, tabular models, collaborative filtering, random forests and model deployment, using PyTorch, fastai and Hugging Face. It uses free cloud notebooks and teaches the needed calculus and linear algebra along the way.
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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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