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Showing posts from January, 2025

Self Study AI

Self-studying artificial intelligence (AI) is an exciting and rewarding journey. Here’s a structured guide with various options and resources to help you learn AI effectively: --- 1. Understand the Basics Start with foundational knowledge in mathematics, computer science, and programming. Mathematics: Linear algebra, calculus, probability, and statistics. Courses: Khan Academy - Linear Algebra MIT OpenCourseWare - Mathematics for CS Programming: Focus on Python as it’s widely used in AI. Resources: Python.org Official Documentation Automate the Boring Stuff with Python --- 2. Learn AI and Machine Learning Basics Books: "Artificial Intelligence: A Modern Approach" by Stuart Russell and Peter Norvig. "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville. Online Courses: Coursera - Andrew Ng’s Machine Learning fast.ai - Practical Deep Learning for Coders edX - Columbia's Artificial Intelligence MicroMasters --- 3. Get Hands-On Experience Tools and F...