Data Science Fundamentals
Comprehensive data science bootcamp covering Python programming, SQL databases, statistical analysis, data visualization with Matplotlib and Seaborn, and machine learning fundamentals. Graduate job-ready.
Ages 16+
By Dr. Fatima Noor
PKR 40,000
What You'll Learn
- Clean, transform, and analyze datasets with Pandas and NumPy
- Write complex SQL queries for data extraction and reporting
- Create compelling visualizations and dashboards with Matplotlib and Seaborn
- Build and evaluate basic machine learning models for prediction
Course Highlights
- Python for data analysis
- SQL & database management
- Statistical analysis
- Data visualization
- Machine learning intro
- Real datasets & projects
Curriculum
7 modules · 21 sessions over 14 weeks
Week 1-2
- Python fundamentals
- Data types & structures
- Functions
Week 3-4
- NumPy & Pandas
- Data cleaning
- Exploratory analysis
Week 5-6
- SQL fundamentals
- Joins & subqueries
- Database design
Week 7-8
- Statistics
- Probability
- Hypothesis testing
Week 9-10
- Matplotlib & Seaborn
- Dashboard creation
- Storytelling with data
Week 11-12
- ML fundamentals
- Regression & classification
- Model evaluation
Week 13-14
- Capstone project
- Portfolio building
- Certification