Python
Python is a versatile, high-level programming language known for its readability and extensive ecosystem. Perfect for beginners and powerful enough for data science, web development, automation, and AI applications.
Why Python?
📖 **Easy to learn** - Clear, readable syntax
🔧 **Versatile** - Web, data science, automation, AI
📚 **Huge ecosystem** - Libraries for everything
👥 **Large community** - Extensive support and resources
🐼 **Data powerhouse** - Pandas, NumPy, Matplotlib
🚀 **Rapid development** - Write less, do more
🐍 Python Basics
- **Getting Started** - Introduction to Python programming
- **Installation** - Setting up Python on your system
- **First Program** - Write and run your first Python script
- **Variables and Datatypes** - Working with data in Python
- **Operators** - Arithmetic, comparison, and logical operations
- **Conditionals** - If statements and control flow
- **Loops** - For and while loops for iteration
- **Functions** - Defining and using functions
📦 Data Structures
- **Lists and Tuples** - Ordered collections of data
- **Dictionaries and Sets** - Key-value pairs and unique collections
- **Strings** - Text manipulation and formatting
Working with Data
🐼 Pandas - Data Analysis
Pandas is the go-to library for data manipulation and analysis in Python. Perfect for working with structured data, CSV files, and data science projects.
Getting Started with Pandas
- **Getting Started with Pandas** - Introduction to the library
- **DataFrame and Series** - Core data structures
- **Selection and Filtering** - Querying your data
Data Manipulation
- **Data Cleaning** - Handling missing values and duplicates
- **GroupBy Operations** - Aggregating and summarizing data
- **Merging and Joining** - Combining multiple datasets
- **Reshaping** - Pivot, melt, and transform data
