Interactive TrackBeginner

Python for Data Science

Learn the Python tooling and analytical thinking essential to data science - data wrangling, exploratory analysis, statistics, and real-world datasets.

Instructor:Sagnik Chakraborty

Hands-on Coding Lessons

0 hours

156 Modules

0 Learners

Certificate of Completion

Official Certification

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Course Syllabus

Why this track?

Hands-on coding. No boring videos. Write real code from day one in our integrated IDE.
Instant feedback. Submit your code and get immediate results against our hidden test cases.
Step-by-step logic. Build your algorithmic thinking progressively with carefully curated problems.

Complete Curriculum

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Python for Data Science

Certificate of Completion

Official Certification

Course Syllabus

The Data Science Workflow

Thinking in Arrays

Vectorized Computation

Aggregations and Axis

Randomness and Simulation

Pandas Foundations

Selecting and Filtering

Data Cleaning

Transforming Data

Combining Data

GroupBy and Pivot

Exploratory Data Analysis

Visualization with Matplotlib

Statistics for Data Science

Intro Machine Learning with Scikit-Learn

Capstone: End-to-End Analysis

Why this track?

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