Data Science
Turn messy data into decisions, models and insights.
Learn to clean, explore, model and communicate data. This track takes you from Pandas and statistics to machine learning pipelines and a full data science capstone.
Data Science
Data • Advanced
Program overview
What you'll learn
Wrangle and clean data with Pandas
Apply statistics and hypothesis testing
Build exploratory analyses and dashboards
Train and evaluate ML pipelines
Communicate insights with data storytelling
Complete a data science capstone project
Curriculum
A step-by-step path to mastery
8 timed assessments keep you on track, and a final certification exam proves what you know.
Python for Data
- NumPy and Pandas
- Data cleaning and reshaping
- Exploratory data analysis
Statistics & Math
- Probability and distributions
- Hypothesis testing
- Regression and correlation
Machine Learning
- Supervised learning
- Model evaluation and tuning
- Feature engineering
Storytelling & Capstone
- Visualization and dashboards
- Presenting insights
- Data science capstone
Tech stack
Tools you'll master
Career outcomes
Roles this program prepares you for
Data Scientist
ML Engineer
Analytics Engineer
Research Analyst
Why choose this program
Built to get you hired
Real datasets
Capstone project
Data storytelling focus
Employer-verifiable certificate
Ready to become a certified data pro?
Enroll today, learn at your pace, and earn a certificate employers can verify in seconds.
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