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Python Intermediate Programming

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Python Intermediate Programming

6 Modules

Course Curriculum

6 Modules · 20 Chapters · 20 Topics · 141 Sub-topics

Getting Started with Python

1 Topics

Introduction to Python

7 Sub-topics

What is Python and Why Learn It

Understanding Python Versions (HTML4 vs HTML5)

Installing Python and Setting Up Environment

Understanding Python REPL and Interactive Mode

Writing Your First Python Program

Python IDEs and Text Editors Overview

Understanding Python File Structure

Python Basics and Syntax

1 Topics

Python Syntax Fundamentals

8 Sub-topics

Python Indentation and Code Structure

Comments and Documentation Strings

Variables and Assignment

Dynamic Typing in Python

Understanding Python Keywords and Identifiers

Python Naming Conventions (PEP 8)

Taking User Input with input()

Understanding print() Function and Formatting

Data Structures - Lists - Part 2

1 Topics

Advanced List Operations

7 Sub-topics

List Methods - Sorting and Reversing

List Methods - Searching (index, count)

List Comprehensions Basics

List Comprehensions with Conditions

Nested List Comprehensions

Copying Lists (Shallow vs Deep Copy)

List Aliasing and References

Data Structures - Sets - Part 2

1 Topics

Set Operations

7 Sub-topics

Set Union Operation

Set Intersection Operation

Set Difference Operation

Set Symmetric Difference

Set Comparison Operations

Frozen Sets and Immutability

Set Comprehensions

Data Structures - Dictionaries - Part 2

1 Topics

Advanced Dictionary Operations

7 Sub-topics

Dictionary Methods - update(), pop(), popitem()

Dictionary Methods - setdefault(), get()

Iterating Over Dictionaries

Dictionary Comprehensions

Nested Dictionaries

Merging Dictionaries

Dictionary Views Objects

List, Dict, Set Comprehensions and Generator Expressions

1 Topics

Comprehensions

7 Sub-topics

List Comprehension Syntax and Benefits

Dictionary Comprehension

Set Comprehension

Nested Comprehensions

Comprehensions with Multiple Conditions

Generator Expressions vs List Comprehensions

Performance Comparison

Functions - Part 2

1 Topics

Function Arguments

7 Sub-topics

Default Arguments

Keyword Arguments

Arbitrary Arguments (*args)

Arbitrary Keyword Arguments (**kwargs)

Combining Different Argument Types

Argument Unpacking with * and **

Positional-Only and Keyword-Only Parameters

Functions - Part 3

1 Topics

Advanced Function Concepts

7 Sub-topics

Lambda Functions (Anonymous Functions)

Map Function and Usage

Filter Function and Usage

Reduce Function from functools

Nested Functions

Function as First-Class Objects

Returning Functions from Functions

Recursion

1 Topics

Recursive Programming

7 Sub-topics

Understanding Recursion Concept

Base Case and Recursive Case

Recursion vs Iteration Comparison

Common Recursion Problems (Factorial, Fibonacci)

Recursion with Lists and Strings

Recursion Depth and Stack Overflow

Tail Recursion Concept

Modules and Packages - Part 1

1 Topics

Modules

7 Sub-topics

Understanding Modules Concept

Creating Your Own Modules

Importing Modules (import statement)

Importing Specific Items (from...import)

Module Aliasing with as Keyword

Understanding __name__ Variable

Module Search Path and sys.path

Modules and Packages - Part 2

1 Topics

Packages

7 Sub-topics

Understanding Packages Concept

Creating Package Structure

__init__.py File Purpose and Usage

Importing from Packages

Relative vs Absolute Imports

Package Namespaces

dir() and help() Functions for Discovery

File Handling - Part 1

1 Topics

File I/O Basics

8 Sub-topics

Understanding File I/O Concept

Opening Files with open() Function

File Modes (r, w, a, x, b, +)

Reading Files - read() Method

Reading Files - readline() Method

Reading Files - readlines() Method

Writing to Files - write() Method

Closing Files Properly

File Handling - Part 2

1 Topics

Advanced File Operations

7 Sub-topics

Context Managers with 'with' Statement

File Iteration and Line-by-Line Reading

File Pointer and seek() Method

tell() Method for Position

Working with Binary Files

File Buffering Concepts

File Existence and Properties Checking

Working with JSON

1 Topics

JSON Data Handling

7 Sub-topics

Understanding JSON Format

json Module Functions

Serializing Python Objects to JSON (dumps, dump)

Deserializing JSON to Python (loads, load)

Handling Complex Objects

Custom JSON Encoders/Decoders

JSON Pretty Printing

Working with CSV Files

1 Topics

CSV File Operations

7 Sub-topics

CSV Format Understanding

Reading CSV with csv.reader()

Writing CSV with csv.writer()

DictReader for Column-Based Reading

DictWriter for Column-Based Writing

Handling Different Delimiters and Dialects

CSV Best Practices

Exception Handling - Part 1

1 Topics

Exception Basics

7 Sub-topics

Understanding Exceptions and Errors

try-except Block Basics

Catching Specific Exceptions

Multiple Exception Handling

else Clause in Exception Handling

finally Clause for Cleanup

Exception Hierarchy in Python

Exception Handling - Part 2

1 Topics

Advanced Exception Handling

7 Sub-topics

Raising Exceptions with raise

Re-raising Exceptions

Creating Custom Exceptions

Exception Chaining

Assert Statement for Debugging

Exception Best Practices

Logging vs Exception Handling

Object-Oriented Programming - Part 1

1 Topics

OOP Fundamentals

7 Sub-topics

Understanding OOP Concepts

Classes and Objects Basics

Creating Classes with class Keyword

__init__ Method (Constructor)

Instance Variables vs Class Variables

Instance Methods

self Parameter Explained

Object-Oriented Programming - Part 2

1 Topics

Class Methods and Properties

7 Sub-topics

Class Methods with @classmethod

Static Methods with @staticmethod

Class Variables and Shared Data

Understanding __str__ and __repr__

Operator Overloading Basics

Common Magic Methods Overview

Property Decorators (@property)

Object-Oriented Programming - Part 3

1 Topics

Encapsulation

6 Sub-topics

Encapsulation Concept

Public, Protected, Private Members

Name Mangling in Python

Getters and Setters

Property Decorators for Encapsulation

Information Hiding Benefits

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Python Intermediate Programming

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Python Intermediate Programming

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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