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Commits on Apr 21, 2024

• Progress: transformers book (page: 119)

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Commits on Apr 16, 2024

• Complete: Neetcode: System Design Interview

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Commits on Apr 8, 2024

• Complete: Red Teaming LLM Applications

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Commits on Apr 2, 2024

• Complete: Efficiently Serving LLMs

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Commits on Mar 3, 2024

• Complete: Introduction to MLFlow

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Commits on Mar 2, 2024

• Complete: Automated Testing for LLMOps

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Commits on Feb 24, 2024

• Complete: Neetcode System Design for Beginners

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Commits on Feb 23, 2024

• Add: Karpathy tokenization course

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Commits on Feb 10, 2024

• Complete: Karpathy NN series

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• Complete: Designing Machine Learning Systems

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Commits on Jan 7, 2024

• Complete: Advanced Retrieval for AI with Chroma

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Commits on Dec 24, 2023

• Complete: Building Blocks for LLM Systems & Products: Eugene Yan

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• Complete: Prompt Engineering Overview

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Commits on Dec 21, 2023

• Complete: A Survey of Techniques for Maximizing LLM Performance

  amitness

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Commits on Dec 16, 2023

• Complete: Deeplearning.ai RLHF course

  amitness

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• Complete: Lecture 4: Building makemore Part 3: Activations & Gradients, BatchNorm

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Commits on Dec 11, 2023

• Complete: Building makemore Part 2: MLP

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• Add: Pytorch Internals

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Commits on Dec 10, 2023

• Complete: The spelled-out intro to language modeling: building makemore

  amitness

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Commits on Dec 6, 2023

• Complete: The StatQuest Illustrated Guide To Machine Learning

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Commits on Dec 5, 2023

• Complete: Grokking Machine Learning

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Commits on Dec 4, 2023

• Add: Fast.ai part 2

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Commits on Dec 2, 2023

• Complete: LLM Bootcamp - Spring 2023

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Commits on Nov 30, 2023

• Complete: A Hackers' Guide to Language Models

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• Complete: Vector Databases: from Embeddings to Applications

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• Complete: Finetuning Large Language Models

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• Complete: Building and Evaluating Advanced RAG Applications

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• Add: LLM Bootcamp - Spring 2023

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Commits on Nov 27, 2023

• Progress: Grokking ML (115)

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• Add: CS231N 2016

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Commits on Nov 25, 2023

• Update README.md

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• Complete: Optimizers

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• Complete: Karpathy micrograd lecture

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• Complete: Large Language Models with Semantic Search

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Commits on Nov 24, 2023

• Complete: Karpathy's LLM talk

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