Course Overview
Data Analytics is the backbone of modern business decision-making. This comprehensive program takes you from data fundamentals to advanced analytics and visualization. Master industry-standard tools like Python, SQL, Power BI, and Tableau while working on real-world datasets and business problems.
What You'll Learn
- Data Fundamentals - Data types, data collection, data cleaning, and data ethics
- Excel & Spreadsheets - Advanced formulas, pivot tables, macros, and data modeling
- SQL & Databases - Complex queries, joins, subqueries, window functions, database design
- Python for Data Analysis - Pandas, NumPy, Matplotlib, Seaborn, and data wrangling
- Data Visualization - Power BI dashboards, Tableau stories, and interactive reports
- Machine Learning Basics - Regression, classification, clustering, model evaluation
Curriculum
Module 1: Data Analytics Foundations
2 WeeksModule 2: Excel for Data Analytics
3 WeeksModule 3: SQL & Database Management
4 WeeksModule 4: Python for Data Analysis
5 WeeksModule 5: Power BI & Tableau
4 WeeksModule 6: Statistics & Machine Learning
4 WeeksModule 7: Capstone Project & Portfolio
3 WeeksProjects You'll Build
- Sales performance dashboard in Power BI
- Customer segmentation analysis using Python
- SQL database design and query optimization project
- Interactive Tableau story for business stakeholders
- End-to-end data analytics pipeline with real-world data
Certification
Receive the SkillForge Academy Data Analytics Certificate. You'll also be prepared for industry certifications including Microsoft PL-300 (Power BI), Tableau Desktop Specialist, and Google Data Analytics.
