DAT
Beginner
Data Science
Python for Data Analysis
Master Python for Data Analysis with this in-depth training program designed for the African tech community. Whether you're just starting out or looking to level up your skills, this course provides everything you need.\\n\\nYou'll work on practical exercises that mirror real-world challenges faced by developers and tech professionals. Our step-by-step approach ensures you understand not just the 'how' but also the 'why'.\\n\\nJoin thousands of students who have transformed their careers through our courses.
Course Syllabus
Week 1: Introduction & Setup
- Lesson 1: ETL Best Practices Preview 12min
- Lesson 2: Mastering Cleaning Preview 24min
- Lesson 3: Practical ETL 11min
- Lesson 4: Building DataFrames 23min
Week 2: Core Concepts
- Lesson 1: Hands-On Cleaning 16min
- Lesson 2: Advanced Statistical Analysis Techniques 17min
- Lesson 3: Understanding ETL 14min
- Lesson 4: Mastering DataFrames 20min
- Lesson 5: Cleaning Fundamentals 24min
Week 3: Hands-On Practice
- Lesson 1: Mastering Visualization 12min
- Lesson 2: Mastering DataFrames 20min
- Lesson 3: Understanding Statistical Analysis 17min
- Lesson 4: ETL Best Practices 13min
- Lesson 5: Understanding ETL 15min
Week 4: Intermediate Techniques
- Lesson 1: ETL Best Practices 25min
- Lesson 2: Cleaning Fundamentals 19min
- Lesson 3: Statistical Analysis Fundamentals 15min
- Lesson 4: Introduction to DataFrames 15min
- Lesson 5: Mastering DataFrames 9min