Master Machine Learning

  1. Python - https://youtube.com/playlist?list=PLhQjrBD2T3817j24-GogXmWqO5Q5vYy0V&si=ne1MOMFWwjuLURWP

  2. Learn Mathematics - https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science
    1. Linear Algebra
    2. Calculas
    3. Probability and Statistics </span>

  3. Libraries used Machine Learning

    1. Numpy - Documentation , Tutorial

    2. Pandas - Documentation , Tutorial

    3. Matplotlib - Documentation , Tutorial

    4. scikit-learn (Most used Library for Machine Learning)

  4. Machine Learning Algorithms - https://www.coursera.org/specializations/machine-learning-introduction

  5. Build Projects

    WorkFlow

    • Collect Data / Use existing Datasets
    • Clean Data (EDA)
    • Training a Model
    • Deploy to Production