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Fundamentals of Machine Learning

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Topic outline

  • General

    • Announcements Forum

  • Chapter One: Introduction to Machine Learning

    • Chapter 1 PPT File

  • Chapter Two: Supervised Machine Learning: Linear Models and Fundamentals

    • Chapter 2 File

  • Chapter Three: Supervised Learning: Nonlinear Models

    • Chapter Four: Unsupervised Learning

      • Chapter Five: Reinforcement Learning

        • Chapter Six: Recent advances and challenges in Machine learning

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                    • Fundamentals of Machine Learning

                      • Participants

                      • General

                      • Chapter One: Introduction to Machine Learning

                      • Chapter Two: Supervised Machine Learning: Linear M...

                      • Chapter Three: Supervised Learning: Nonlinear Models

                      • Chapter Four: Unsupervised Learning

                      • Chapter Five: Reinforcement Learning

                      • Chapter Six: Recent advances and challenges in Mac...

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