Data Analytics Mastery
Master the complete data analytics workflow from data collection to insights. Learn Python, SQL, and Tableau while building real-world projects that showcase your skills to employers.
Course Overview
This comprehensive 12-week program takes you from data analytics basics to advanced techniques used by professional data scientists. You'll work with real datasets, build interactive dashboards, and develop the analytical mindset needed to extract meaningful insights from complex data.
Analytics Skills
Master statistical analysis and data interpretation
Programming
Learn Python and SQL for data manipulation
Visualization
Create compelling dashboards and reports
Course Curriculum
Python Programming Fundamentals
- Python syntax and data types
- Control structures and functions
- Libraries: NumPy and Pandas
- Data manipulation basics
Database Management & SQL
- Database design principles
- SQL queries and joins
- Data extraction techniques
- Database optimization
Data Visualization with Tableau
- Tableau interface and basics
- Creating interactive dashboards
- Advanced chart types
- Storytelling with data
Statistical Analysis
- Descriptive statistics
- Hypothesis testing
- Correlation and regression
- Statistical modeling
Machine Learning Introduction
- ML algorithms overview
- Supervised vs unsupervised learning
- Model evaluation
- Scikit-learn library
Capstone Project
- Real-world data analysis project
- End-to-end data pipeline
- Presentation and reporting
- Portfolio development
Tools You'll Master
Python
Programming language for data analysis
SQL
Database query language
Tableau
Data visualization platform
Jupyter
Interactive development environment
Excel
Spreadsheet analysis tool
Git
Version control system
One-time payment • Lifetime access
Meet Your Instructor
Cedric Asante
Senior Data Scientist
First Finance
5+ years in data science at leading tech companies. Expert in Python, machine learning, and business analytics.
Student Success Stories
Mike C
Data Analyst
"This course completely changed my career path. The hands-on projects gave me real experience that impressed employers."
Lisa O
Business Analyst
"The instructor was amazing and the curriculum was perfectly structured. I landed my dream job within 2 months of graduation."
James L
Analyst
"From marketing to data analytics - this course made the transition smooth. The support team was incredibly helpful throughout."