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Showing posts from June, 2025

How to Complete Data Science in 200 Days: From Beginner to Intermediate (with Projects, Tools)

Data Science is one of the most in-demand and exciting fields today, with applications ranging from business intelligence to artificial intelligence. But how do you start if you're a complete beginner? And how long will it take? In this blog, I’ll walk you through a 200-day structured learning path to go from zero to intermediate-level Data Scientist — with real-world projects , top tools , and handpicked affiliate products (like laptops and books) to help you along the way. ⌛️ Overview of the 200-Day Plan Phase Duration Focus Phase 1 Day 1-30 Python Programming Basics Phase 2 Day 31-60 Statistics & Math Foundations Phase 3 Day 61-90 Data Handling with Pandas & NumPy Phase 4 Day 91-120 Data Visualization Phase 5 Day 121-160 Machine Learning Phase 6 Day 161-200 Real Projects & Portfolio Building 🔢 Phase 1: Python Programming Basics (Day 1–30) Python is the backbone of Data Science. It’s simple, versatile, and beginner-frie...