How I Started Learning Data Science as a Beginner (My Roadmap)
Introduction When I decided to learn data science, I had no clear idea where to begin. There were many videos, courses, and opinions online, which made me confused. So I decided to follow a simple learning path instead of learning everything at once. This post shares the roadmap I followed as a beginner. Step 1: Understand What Data Science Is Before coding, I focused on understanding the meaning of data science. Data science mainly involves: • Working with data • Finding patterns • Making decisions using data Understanding this gave me clarity. Step 2: Learn Basic Python Python is the foundation of data science. I started with basic topics like: • Variables • Data types • Conditions • Loops • Functions Daily practice helped me improve slowly. Step 3: Learn Basic Statistics Statistics felt difficult at first, but only basic concepts are required. Important topics include: • Mean, median, and mode • Variance and standard deviation • Probability basics • Correlation Understanding concept...