Tools & Technologies You'll Learn

Our program is built around the exact tools used by data analysts in real companies. You won’t just learn theory — you’ll work with real datasets and two real-world projects based on our professionals' experience in banks, government, and enterprise environments.

Tools You Will Master

1. SQL – Database Management & Analytics

Tools You’ll Use

• PostgreSQL

• Snowflake

• MySQL

What You’ll Learn & Do

• Write complex SQL queries to extract and analyze large datasets

• Use joins, subqueries, CTEs, window functions, and aggregations

• Clean and validate data for reporting and analytics

• Optimize queries for performance in real production databases

2. Microsoft Excel – Data Cleaning & Business Analysis

Tools You’ll Use

• Microsoft Excel

• Google Sheets

What You’ll Learn & Do

• Clean and organize messy datasets

• Use Pivot Tables and Charts to identify trends

• Master key functions like VLOOKUP, XLOOKUP, IF, CASE, and text functions

• Perform data validation and basic automation used in reporting teams

3. Tableau – Data Visualization & Dashboards

Tools You’ll Use

• Tableau Public

• Tableau Desktop

What You’ll Learn & Do

• Build interactive dashboards for business users

• Turn raw data into clear insights and stories

• Design KPIs, charts, and executive-ready reports

• Work with real-world datasets used in analytics teams

4. Python – Data Automation & Analysis

Tools You’ll Use

• Jupyter Notebook

• pandas, NumPy

• Matplotlib, Seaborn

What You’ll Learn & Do

• Automate repetitive data tasks using Python

• Clean, transform, and analyze large datasets

• Work with APIs and basic web scraping

• Create visualizations to support business decisions

5. ETL & Data Pipelines – Real-World Data Engineering Skills

Tools You’ll Use

• SSIS (SQL Server Integration Services)

What You’ll Learn & Do

• Build end-to-end ETL pipelines

• Extract data from multiple sources

• Apply transformations and data quality rules

• Load data into databases and data warehouses

6. Real-World Projects (What Makes Us Different)

You will complete 2 real-time projects based on our actual work experience at:

• Banks

• Government agencies

• Enterprise data teams

Project Experience Includes

• Source-to-target data mapping

• Data validation between systems

• Real business rules and reporting logic

• Documentation used by real analytics teams

Learn to work with industry-leading tools for Data Analysis, Visualization, and ETL!

Why These Tools?

✔ Used by top companies like Google, Microsoft, and JPMorgan
✔ Hands-on practice with real-world datasets
✔ Prepares you for Data Analyst jobs

Want to See These Tools in Action?