Full curriculum
Data Science & AI Analytics Curriculum
A complete, module-by-module breakdown of every topic, lab, and project in the Data Science & AI Analytics program.
Duration
2 Months
Modules
4 modules
Topics
11+ topics
Tuition
Free
Module roadmap
Each module builds on the previous — foundations first, production-grade AI integration last.
- 013 topics
Exploratory Analysis
- Pandas & NumPy
- Data Visualization
- Data Cleaning
- 023 topics
Statistical Modeling
- Hypothesis Testing
- Scikit-learn Regressors
- Classification Models
- 033 topics
Big Data Pipelines
- Spark
- SQL Optimizations
- Data Warehousing
- 042 topics
AI Analytics
- Text-to-SQL agents
- LLM report generators
What you will be able to do
Perform advanced data manipulation and ETL pipelines using Pandas and PySpark
Build and evaluate predictive regression and classification models
Implement Text-to-SQL agents allowing natural language database queries
Construct real-time interactive business intelligence dashboards
Ready to start Data Science & AI Analytics?
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