Data Analytics Roadmap

Data Analytics Roadmap — a step-by-step learning path covering Foundations of Data, SQL, Python for Analytics, Statistics & Probability, and more. Free sk…

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Foundations of Data

Build a solid foundation in data concepts, workflows, and analysis mindset.

SQL

Structured Query Language for managing and analyzing relational databases.

Python for Analytics

Python libraries and tools for data analysis and manipulation.

Statistics & Probability

Core statistical methods for data analysis and inference.

Advanced Excel

Excel for analytics, modeling, and automation.

Tableau

Data visualization and storytelling with interactive dashboards.

Power BI

Microsoft’s business intelligence and analytics platform.

Data Engineering

Building and managing data pipelines and infrastructure.

Business Intelligence

Turn raw data into actionable insights for decision-making.

Data Science

Advanced analytics combining statistics, machine learning, and domain expertise.