Roadmap to Becoming a Data Analysis Expert
Hey aspiring data wizards! In this data-driven world of 2025, becoming a data analysis expert isn't just about crunching numbers—it's about turning insights into impact. Whether you're starting from scratch or upskilling, this step-by-step roadmap draws from current guides to get you there. Expect a mix of learning, practice, and networking. Let's break it down into actionable phases. sprintzeal.com Career Paths in Data Analytics: Your Guide to a Rewarding Career A visual overview of data analytics career paths. Phase 1: Build a Strong Foundation Start with basics. Learn statistics, probability, and math fundamentals through free resources like Khan Academy or Coursera. Understand data types, distributions, and hypothesis testing—these are your building blocks. Aim for 1-2 months if you're new. Phase 2: Master Core Skills and Tools Dive into programming: Python (with libraries like Pandas, NumPy) and SQL for querying databases. Excel or Google Sheets for qu...