Dive into Mathematics for AI
A solid understanding of mathematics is crucial for AI. Focus on linear algebra, calculus, probability, and statistics.
Recommended Free Resources:
- Khan Academy: Offers comprehensive courses in linear algebra, calculus, and statistics.
- 3Blue1Brown (YouTube Channel): Provides visually intuitive explanations of complex math concepts.
Recommended Books:
- “Mathematics for Machine Learning” by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong: This book covers essential mathematical concepts needed for machine learning.
- “The Elements of Statistical Learning” by Trevor Hastie, Robert Tibshirani, and Jerome Friedman: A classic book on statistical learning theory and methods.
7 Steps to Learn AI From Scratch in 2024: Best free Resources
Artificial Intelligence (AI) is revolutionizing every industry, from healthcare to finance to entertainment. As we move into 2024, there has never been a better time to dive into AI and equip yourself with the skills to be part of this exciting field. This article covers a step-by-step guide to help you learn AI from scratch, using the best free resources available.