About This Course
Learn Python, statistics, data analysis, visualization and applied AI/machine learning through practical, real-world projects. Designed for learners who want a hands-on path into modern data science and AI-driven analytics roles.
What You'll Learn
- ✓Python for data analysis
- ✓Statistics & probability
- ✓Data visualization
- ✓Applied machine learning
- ✓Intro to AI/LLM tools
- ✓Real-world capstone project
Course Curriculum
6 modules • 6 Months total
- Python for data analysis
- Descriptive statistics
- Probability basics
- Pandas & NumPy
- Data cleaning techniques
- Charting with Matplotlib/Seaborn
- Regression & classification
- Model evaluation
- Feature engineering
- Intro to neural networks
- Working with AI/LLM APIs
- Practical AI use cases
- Dataset selection & planning
- End-to-end analysis project
- Final presentation
