To become an AI Developer , follow this step-by-step roadmap based on your current level (like diploma or beginner in tech): 🔰 1. Understand the Basics (1–2 months) Goal: Build strong programming and math foundations. ✅ Learn Python (most used in AI) Topics: Variables, loops, functions, OOP, file handling Resources: W3Schools, Programiz, or YouTube (CodeWithHarry / Apna College) ✅ Math for AI Focus: Linear Algebra (matrices, vectors), Probability, Statistics, and Calculus (basic) Tools: Khan Academy, 3Blue1Brown (YouTube) ⚙️ 2. Learn Data Handling & Visualization (1 month) Goal: Work with real data and understand how to process it. Libraries: NumPy → for numerical operations Pandas → for data handling Matplotlib & Seaborn → for data visualization 🧠3. Learn Machine Learning (ML) (2–3 months) Goal: Understand and build intelligent systems. Topics to learn: Supervised vs. Unsupervised Learning Algorithms: Linear Regression,...