DATATWEETS
Courses
Get Started

Python for Data Analytics

Learn Python programming from basics to advanced concepts with our comprehensive, free course

Start Learning Browse All Courses
71
Total Lessons
5
Modules
40-60
Hours
Free
Forever

Core Modules

Master Python for data analytics through 5 progressive modules

Beginner

Python Basics

Master fundamental programming concepts, data structures, and control flow. Perfect for complete beginners.

14 Lessons 2-3 weeks
  • Variables & Data Types
  • Loops & Conditionals
  • Functions & Modules
  • Lists & Dictionaries
Start Module
Intermediate

Python Advanced

Explore object-oriented programming, decorators, generators, and advanced Python patterns.

14 Lessons 2-3 weeks
  • Object-Oriented Programming
  • Decorators & Closures
  • Generators & Iterators
  • Context Managers
Start Module
Intermediate

NumPy Fundamentals

Learn array operations, vectorization, and numerical computing. Foundation for data analysis.

6 Lessons 1-2 weeks
  • 1D & 2D Arrays
  • Array Indexing & Slicing
  • Vector Operations
  • Boolean Indexing
Start Module
Intermediate

Pandas Data Analysis

Master data manipulation, cleaning, and analysis with pandas. Core toolkit for data analysts.

21 Lessons 3-4 weeks
  • DataFrames & Series
  • Data Cleaning & Transformation
  • GroupBy & Aggregation
  • Merging & Joining
Start Module
Intermediate

Data Visualization

Create professional charts and visualizations with Matplotlib. Communicate data insights effectively.

16 Lessons 2-3 weeks
  • Line & Scatter Plots
  • Bar Charts & Histograms
  • Customization & Styling
  • Multi-plot Layouts
Start Module
Swipe to see more

Recommended Learning Path

1. Python Basics → 2. Python Advanced → 3. NumPy → 4. Pandas → 5. Visualization

Each module builds on the previous one. Start with Python Basics if you're new to programming.

What You'll Achieve

✓
Write Python Programs

Confidently write code from scratch

✓
Analyze Data

Manipulate and analyze data with NumPy and Pandas

✓
Create Visualizations

Build professional charts with Matplotlib

✓
Automate Tasks

Clean, transform, and process data automatically

Course Features

Completely Free

No hidden costs or subscriptions

Self-Paced

Study at your own speed, anytime

Practical Examples

Real-world scenarios and datasets

Hands-On

Learn by doing with exercises

Progressive

Build skills step-by-step

Text-Based

Easy to copy, search, and reference

Ready to Start Your Data Analytics Journey?

Begin with Lesson 1 and build your skills from the ground up

Start Lesson 1