Data Analytics Roadmap: From Foundations to Impact
This ebook is a practical, end-to-end guide designed to help readers navigate the complete data analytics journey—from understanding raw data to delivering meaningful, business-driven insights. It breaks down complex analytics concepts into clear, actionable stages, making it accessible for beginners while still valuable for experienced professionals looking to sharpen their strategy.
Readers will explore core topics such as data literacy, data collection and cleaning, exploratory analysis, visualization, statistical thinking, and the transition from descriptive to predictive and prescriptive analytics. The roadmap also highlights essential tools, technologies, and workflows commonly used in modern analytics teams, along with best practices for governance, ethics, and data-driven decision-making.
Whether you are a student, aspiring analyst, business leader, or professional transitioning into analytics, this ebook provides a structured learning path, real-world use cases, and practical guidance to help you build skills, align analytics with business goals, and create measurable impact with data.