DAT
Beginner
Data Science
Python for Data Analysis
Unlock your potential with this carefully crafted course on Python for Data Analysis. We've distilled years of industry experience into actionable lessons that you can apply immediately.\\n\\nThis course covers both theoretical foundations and practical applications. Each module builds on the previous one, ensuring a smooth learning journey.\\n\\nPerfect for self-learners and professionals seeking to expand their skillset in the growing African tech ecosystem.
Course Syllabus
Week 1: Week 1: Data Science Foundations
- Introduction to Data Science Preview 32min
- Python Basics for Data Preview 39min
- Working with DataFrames 30min
Week 2: Week 2: Data Wrangling
- Data Cleaning Techniques 33min
- Data Transformation 21min
- Exploratory Data Analysis 42min
Week 3: Week 3: Visualization & Analysis
- Data Visualization with Matplotlib 31min
- Statistical Analysis 29min
- SQL for Data Scientists 45min
Week 4: Week 4: Final Analytics Project
- Building a Data Pipeline 35min
- Dashboard & Reporting 44min
- Presenting Data Insights 15min