Python for Data
Data Analysis & Programming Fundamentals
Learn Python programming with a focus on data manipulation, analysis, and visualization. Perfect for beginners interested in data science.
🎯 What You'll Learn
- ✓Master Python programming fundamentals
- ✓Work with data structures and libraries
- ✓Load, clean, and analyze datasets
- ✓Create visualizations with Matplotlib and Seaborn
- ✓Understand basic statistics and data concepts
- ✓Complete real-world data projects
📋 Prerequisites
- •No programming experience required
- •Basic computer literacy
- •Python installed (3.8+)
- •Jupyter Notebook setup
📖 Course Topics
Python Basics
Syntax, variables, data types, operators
Data Structures
Lists, tuples, dictionaries, sets
Libraries & Modules
NumPy, Pandas, Matplotlib
Data Loading & Cleaning
Working with CSV, JSON, databases
Data Analysis
Statistics, grouping, aggregation
Data Visualization
Charts, plots, dashboards
📚 Free Lessons & Modules
Getting started with Python
-
✓ Lesson 1.1: What is Python?
⏱️ 15 min -
✓ Lesson 1.2: Installing Python
⏱️ 15 min -
✓ Lesson 1.3: Your First Python Program
⏱️ 15 min
Read, transform and analyze tabular data using pandas
-
✓ Lesson 2.1: Introduction to pandas
⏱️ 25 min -
✓ Lesson 2.2: Data Cleaning
⏱️ 30 min -
✓ Lesson 2.3: Aggregation & Grouping
⏱️ 25 min
Plotting data with matplotlib and seaborn
-
✓ Lesson 3.1: matplotlib Basics
⏱️ 20 min -
✓ Lesson 3.2: seaborn for Quick Plots
⏱️ 22 min
💻 Hands-On Projects
🔨 Exploratory Data Analysis
Analyze and visualize a real-world dataset
🔨 Sales Data Report
Create dashboards from sales data
🔨 Population Statistics
Analyze demographic data and create visualizations
📥 Course Materials & Downloads
⭐ Student Testimonials
Fatima Abdullahi
Data Analyst
"This course demystified Python and data analysis. Now I work with data confidently!"
Chioma Eze
Business Analyst
"Practical, well-structured course. Highly valuable for anyone starting in data!"
🎓 Upgrade for More
Free
- Free lessons
- Community help
Enrolled
- Certificates
- Mentor support
- Advanced projects
Start Python Free
Practice with exercises and download PDFs for offline study.
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💡 Quick Tip
Work on data projects with small datasets first—practice beats theory.