iliyaML
Browse notes
    • K-Nearest Neighbors (KNN)
    • Linear Regression
    • Logistic Regression
    • Neural Networks
    • Papers
    • Attention is All You Need (2017)
    • State of GPT (2023)
      • Introduction
      • Week 1 Part 1 - Introduction to LLMs and the Generative AI Project Lifecycle
      • Week 1 Part 1 - Transformers Architecture
      • Week 1 Part 2 - Pre-training and Scaling Laws
      • Week 1 - Research Papers
      • Week 2 Part 1 - Fine-tuning LLMs with Instruction
      • Week 2 Part 2 - Parameter Efficient Fine-tuning
      • Week 2 - Research Papers
      • Week 3 Part 1 - Reinforcement Learning from Human Feedback
      • Week 3 Part 2 - LLM-powered Applications
      • Week 3 - Research Papers
      • Course Conclusion
    • Introduction
    • Data Structures & Algorithms
      • Basics
      • 20 Concepts
      • 25 Golden Rules
      • Key Steps
      • URL Shortener
      • Short Media Sharing Platform
      • Video Streaming Platform

iliyaML

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    • K-Nearest Neighbors (KNN)
    • Linear Regression
    • Logistic Regression
    • Neural Networks
    • Papers
    • Attention is All You Need (2017)
    • State of GPT (2023)
      • Introduction
      • Week 1 Part 1 - Introduction to LLMs and the Generative AI Project Lifecycle
      • Week 1 Part 1 - Transformers Architecture
      • Week 1 Part 2 - Pre-training and Scaling Laws
      • Week 1 - Research Papers
      • Week 2 Part 1 - Fine-tuning LLMs with Instruction
      • Week 2 Part 2 - Parameter Efficient Fine-tuning
      • Week 2 - Research Papers
      • Week 3 Part 1 - Reinforcement Learning from Human Feedback
      • Week 3 Part 2 - LLM-powered Applications
      • Week 3 - Research Papers
      • Course Conclusion
    • Introduction
    • Data Structures & Algorithms
      • Basics
      • 20 Concepts
      • 25 Golden Rules
      • Key Steps
      • URL Shortener
      • Short Media Sharing Platform
      • Video Streaming Platform

Concepts

20 Concepts →
25 Golden Rules →
Basics →
Key Steps →
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