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Data Science & AnalyticsBeginner Level ~48 Total Study Hours
Learn Data Analytics for Free
A curated roadmap guiding students from basic Python and spreadsheets to relational database querying (SQL) and exploratory statistical visualization.
Overall Roadmap Completion0%
What You Will Master
Write idiomatic Python scripts to clean messy tabular datasets
Compute descriptive statistical summaries and detect outliers
Construct high-impact visual charts using Matplotlib and Seaborn
Query real datasets from Open Government Data India (data.gov.in)
Curated Learning Steps
Step 1Course•NPTEL / SWAYAM
Python for Data Science (IIT Madras)
Complete weeks 1-4 covering arrays, DataFrames, and vectorized arithmetic.
~16 hrsStudy Module
Step 2Open Textbook•OpenStax
Introductory Statistics: Probability & Distributions
Read Chapters 1 to 7 on frequency tables, central tendencies, and sampling.
~10 hrsStudy Module
Step 3Dataset Project•data.gov.in
Hands-on Project: Analyzing Indian Agricultural or Economic Datasets
Download any district-level CSV dataset and produce an exploratory data analysis report.
~8 hrsStudy Module