A to Z Resources for Students

Machine Learning, Deep Learning, Artificial Intelligence

Table of Contents

1. Machine Learning

   • Where to Start in ML ?
   • Online Courses
   • Research Paper
   • Top Github Repositories
   • Linear Regression from scratch
   • Logistic Regression from scratch
   • Stanford Statistical Learning Course
   • Machine Learning by Georgia Tech - free course

2. Deep Learning

   • Where to Start in DL?
   • Online Courses
   • Research Paper
   • Top Github Repositories
   • Deep Learning by Google - free course

3. DataSets

4. Data Science Conference

5. Celebrities in ML and AI world

6. Tips for ML & AI enthusiasts

7. Pandas
   • Pandas Cheat Sheet

   • [Pandas Tutorial

     Kaggle](https://www.kaggle.com/junaaaaloo/pandas-tutorial)

   • https://www.shanelynn.ie/summarising-aggregation-and-grouping-data-in-python-pandas/
8. Online Mathematical Resources
   • Create staright line by slope and y-intercept

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1. Machine Learning

1.1 Where to Start in ML?

1) Python

• Basics of Python
• More in Python
• Python for ML

2) Maths for ML

• Statistics and Probability
• Partial Derivatives
• Derivatives
• Linear Algebra

3) Intro to ML

• Machine Learning Recipes with Josh Gordon
• Into to ML

2. Deep Learning

2.1 Where to Start in DL?

1) Online Courses

• Start@Fast.ai
• Deep Learning Specialization

2)

3. DataSets

• MNIST Dataset for Digit Recogniser

COMING SOON

5. Celebrities in ML and AI world

• Siraj Raval
• sentdex