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Lessons (5)

• Neural Networks and Deep Learning

  … Start with the problem and a baseline, not with the most fashionable model. Key takeaways - Neural networks learn …

• What to Learn in AI, and in What Order

  … 4. Deep learning: Study neural networks, gradient descent, embeddings, and why GPUs help. Then explore the model family …

• Transformers and Large Language Models

  … idea A large language model (LLM) is a neural network trained on text to predict tokens. Given a …

• What Is Artificial Intelligence? A Developer's Guide

  … historical orders Deep learning (DL) ML using multilayer neural networks Recognize objects in photographs Generative AI Models generate …

• Developer Learning Plan and Document-Assistant Capstone

  … Compare a baseline on unseen rows Week 4 Neural networks, embeddings, transformers Draw and explain a training pipeline …