Description
Syllabus Included in this Ebook
Chapter 1: Introduction to Python
- What is Python?
- Features of Python
- Applications Of Python
- Python Installation
- First Python Program
Chapter 2: Modules, Comment & Pip
- Modules in Python
- Three Main Types of Modules
- Comments in Python
- Types of Comments
- What is a pip?
Chapter 3: Variables, Data Types Keywords & Operators
- Variables in Python
- Identifier in Python
- Data Types in Python
- Keywords in Python
- Operators in Python
Chapter 4: List, Dictionary, Set, Tuples & Type Conversion
- Lists in Python
- Dictionary in Python
- Set in Python
- Tuple in Python
Chapter 5: Flow Control
- Python Indentation
- If-Statement
- if-else Statement
- elif Statement
- Nested if Statement
Chapter 6: Loops
- Pass Statement in Python
- While Loop in Python
- For Loop in Python
- For Loop Using range() Function
- Nested For Loop
Chapter 7: Strings
- Python String
- Creating String in Python
- Strings indexing and splitting
- Deleting the String
- String Operations
- String Formatting
Chapter 8: Functions
- Function in Python
- Creating a Function
- Function Calling
- Return Statement
- Arguments in Function
- Scope Of Variable
Chapter 9: File Handling
- Introduction to file input/output
- Opening and Closing Files
- Reading and Writing Text Files
- Working with Binary Files
- Exception Handling in File Operations
Chapter 10: Object Oriented Programming
- Introduction to OOP in Python
- Classes and Objects
- Constructor and Destructors
- Inheritance & Polymorphism
- Encapsulation and Data Hiding
- Method Overriding and Overloading
Chapter 11: Exception Handling
- Introduction to Exception Handling
- Exception Handling Mechanism
- Handling Multiple Exception
- Customer Expectation
- Error Handling Strategies
Chapter 12: Advanced Data Structure
- Lists
- Sets
- Dictionaries
- Stack and Queue (Using Lists)
Chapter 13: Functional Programming
- Map, Filter & Reduce
- Lambda and Anonymous Functions
Chapter 14: Working with Files and Directories
- Files i/o Operations (Binary Files)
- Directory Manipulation
- Working with CSV and JSON Files
Chapter 15: Regular Expression
- Introduction to Regular Expression
- Pattern Matching with re-Module
- Common Regular Expression Pattern
Chapter 16: Web Development with Python
- Introduction to Web Development
- Building Simple Web Applications with Flask and Django
Chapter 17: Data Analysis and Visualisation
- Numpy and Pandas for Data Manipulation
- Matplotlib and Seaborn
Chapter 18: Machine Learning and AI
- Introduction to Machine Learning
- Using Libraries like scikit Learn and Tesorflow
- Simple Machine Learning Example
SQL Handwritten Notes
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Testing