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Data & AI

📊 Data Science

A broad, end-to-end data science program covering the full workflow from raw data to insight and prediction.

⏱ 4 months 💻 Online / Offline 🔧 Capstone project 🎓 Completion certificate
In shortThis Data Science course covers the full analytics workflow — data cleaning, visualization, statistics and machine learning — using Python over 4 months.

Course Curriculum

01

Python & Data Handling

pandas, NumPy and cleaning real-world messy datasets.

02

Data Visualization

Building clear, insightful charts with Matplotlib and Seaborn.

03

Statistics for Data Science

Hypothesis testing, distributions and statistical inference.

04

SQL for Analytics

Querying and aggregating data directly from databases.

05

Intro to Machine Learning

Applying core ML models as part of the broader analytics workflow.

06

Capstone Project

A full data science case study — from a raw dataset to a presented set of insights.

Frequently Asked Questions

What's the difference between Data Science and Machine Learning here? +
Data Science covers the full workflow — cleaning, analysis, visualization and some ML — while the ML course goes deeper into algorithms specifically.
Do I need to know SQL already? +
No, SQL fundamentals for analytics are taught as part of the course.
What will my final project look like? +
A complete case study: taking a real dataset through cleaning, analysis, visualization and a summarised insight report.

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JP Nagar 5th–8th PhasePuttenahalliRBI LayoutBrigade MillenniumKonanakunteArekereHulimavuKumaraswamy LayoutISRO LayoutJayanagarBanashankari

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