DATA ANALYSIS WITH PYTHON – ADVANCE LEVEL

5 weeks

Monday – Friday

1 hr

550,000

Theory Exams

Prerequisite: Must have Data Analysis with Python – Basic Level knowledge

Overview:

Advanced is the direct next step after Basics built to stretch students further without tipping into heavy theory. It focuses on the skills analysts use most: cleaner SQL, better visuals, practical statistics, spotting trends, and automating repeat work each taught at a pace that builds steadily on basics rather than jumping too far ahead. The course closes with a full capstone  students’ scope, build, and present a real analysis project from raw data to a workplace-ready recommendation.

Course outline

1. Data Aggregation & Summarization

2. Data Visualization & Dashboards

3. Advanced SQL Techniques

4. Window Functions & Database Design

5. Descriptive Statistics & Correlation Analysis

6. Comparative Analysis & Forecasting

7. Automation & External Data Sources

8. Capstone Project