,Contents
Chapter 1: Introduction to Python
Chapter 2: Getting Started
Chapter 3: Variables and data types
Chapter 4: Control Structures
Chapter 5 Functions
Chapter 6: Modules and Libraries
Chapter 7: File Handling
Chapter 8: Exception Handling
Chapter 9: Data Structures
Chapter 10: Object-Oriented Programming: Basics
Chapter 11: Object-Oriented Programming: Advanced Concepts
Chapter 12: Error Handling and Debugging
Chapter 13: Working with Files and Directories (Part 2)
Chapter 14: Introduction to testing
Chapter 15: Introduction to Modules and Packages
Chapter 16: Advanced Modules and Packages
Chapter 17: Working with External APIs
Chapter 18: Introduction to Web Development with Flask
Chapter 19: Intermediate Flask Development
Chapter 20: Introduction to Data Visualization with Matplotlib
Chapter 21: Advanced Data Visualization with Seaborn
Chapter 22: Introduction to Machine Learning with scikit-learn
Chapter 23: Conclusion and Next Steps
,Expanded Table of Contents
1. Introduction to Python Programming
What is Python?
History and significance of Python.
Installing Python and a code editor.
2. Getting Started
Writing and running your first Python program.
Basic Python syntax (indentation, comments, variables,
data types).
3. Variables and Data Types
Variables and assignment.
Numeric data types (integers, floats).
Strings and string manipulation.
Lists, tuples, and dictionaries.
Hands-on examples and exercises.
4. Control Structures
Conditional statements (if, elif, else).
Loops (for and while).
Flow control (break, continue).
Hands-on examples and exercises.
5. Functions
Defining and calling functions.
Function parameters and return values.
Scope and lifetime of variables.
Hands-on examples, exercises, and sample solutions.
6. Modules and Libraries
Importing modules.
Using standard libraries.
Creating and using custom modules.
, Hands-on examples, exercises, and sample solutions.
7. File Handling
Reading and writing text files.
Working with file paths and directories.
Hands-on examples, exercises, and sample solutions.
8. Exception Handling
Handling errors with try and except blocks.
Raising and handling custom exceptions.
Hands-on examples, exercises, and sample solutions.
9. Data Structures
Advanced data structures (sets, queues, stacks).
List comprehensions and generators.
Hands-on examples, exercises, and sample solutions.
10. Object-Oriented Programming: Basics
Introduction to OOP concepts.
Classes and objects.
Inheritance and polymorphism.
Hands-on examples, exercises, and sample solutions.
11. Object-Oriented Programming: Advanced Concepts
Encapsulation and data hiding.
Method overriding and overloading.
Class inheritance and composition.
Hands-on examples, exercises, and sample solutions.
12. Error Handling and Debugging
Introduction to exceptions.
Handling exceptions with try-except blocks.
Chapter 1: Introduction to Python
Chapter 2: Getting Started
Chapter 3: Variables and data types
Chapter 4: Control Structures
Chapter 5 Functions
Chapter 6: Modules and Libraries
Chapter 7: File Handling
Chapter 8: Exception Handling
Chapter 9: Data Structures
Chapter 10: Object-Oriented Programming: Basics
Chapter 11: Object-Oriented Programming: Advanced Concepts
Chapter 12: Error Handling and Debugging
Chapter 13: Working with Files and Directories (Part 2)
Chapter 14: Introduction to testing
Chapter 15: Introduction to Modules and Packages
Chapter 16: Advanced Modules and Packages
Chapter 17: Working with External APIs
Chapter 18: Introduction to Web Development with Flask
Chapter 19: Intermediate Flask Development
Chapter 20: Introduction to Data Visualization with Matplotlib
Chapter 21: Advanced Data Visualization with Seaborn
Chapter 22: Introduction to Machine Learning with scikit-learn
Chapter 23: Conclusion and Next Steps
,Expanded Table of Contents
1. Introduction to Python Programming
What is Python?
History and significance of Python.
Installing Python and a code editor.
2. Getting Started
Writing and running your first Python program.
Basic Python syntax (indentation, comments, variables,
data types).
3. Variables and Data Types
Variables and assignment.
Numeric data types (integers, floats).
Strings and string manipulation.
Lists, tuples, and dictionaries.
Hands-on examples and exercises.
4. Control Structures
Conditional statements (if, elif, else).
Loops (for and while).
Flow control (break, continue).
Hands-on examples and exercises.
5. Functions
Defining and calling functions.
Function parameters and return values.
Scope and lifetime of variables.
Hands-on examples, exercises, and sample solutions.
6. Modules and Libraries
Importing modules.
Using standard libraries.
Creating and using custom modules.
, Hands-on examples, exercises, and sample solutions.
7. File Handling
Reading and writing text files.
Working with file paths and directories.
Hands-on examples, exercises, and sample solutions.
8. Exception Handling
Handling errors with try and except blocks.
Raising and handling custom exceptions.
Hands-on examples, exercises, and sample solutions.
9. Data Structures
Advanced data structures (sets, queues, stacks).
List comprehensions and generators.
Hands-on examples, exercises, and sample solutions.
10. Object-Oriented Programming: Basics
Introduction to OOP concepts.
Classes and objects.
Inheritance and polymorphism.
Hands-on examples, exercises, and sample solutions.
11. Object-Oriented Programming: Advanced Concepts
Encapsulation and data hiding.
Method overriding and overloading.
Class inheritance and composition.
Hands-on examples, exercises, and sample solutions.
12. Error Handling and Debugging
Introduction to exceptions.
Handling exceptions with try-except blocks.
