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Python Complete Bootcamp

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Python Complete Bootcamp

9 Modules

Course Curriculum

9 Modules · 48 Chapters · 48 Topics · 335 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 Types - Numbers

1 Topics

Numeric Types and Operations

7 Sub-topics

Understanding Integers in Python

Working with Floating Point Numbers

Complex Numbers Basics

Type Conversion Between Number Types

Number Methods and Operations

Understanding Number Precision and Limits

Boolean Type and Truth Values

Operators in Python

1 Topics

Operators and Expressions

8 Sub-topics

Arithmetic Operators and Precedence

Comparison Operators

Logical Operators (and, or, not)

Assignment Operators

Bitwise Operators

Membership Operators (in, not in)

Identity Operators (is, is not)

Operator Precedence and Associativity

Strings in Python - Part 1

1 Topics

String Basics

7 Sub-topics

Creating and Defining Strings

String Indexing and Accessing Characters

String Slicing Fundamentals

String Concatenation and Repetition

String Immutability Concept

Escape Sequences in Strings

Raw Strings and Their Uses

Strings in Python - Part 2

1 Topics

String Methods and Formatting

8 Sub-topics

String Methods - Case Conversion

String Methods - Searching and Replacing

String Methods - Splitting and Joining

String Methods - Stripping and Trimming

String Formatting with % Operator

String Formatting with format() Method

F-Strings (Formatted String Literals)

String Alignment and Padding

Control Flow - Conditional Statements

1 Topics

Decision Making

6 Sub-topics

Understanding if Statement

if-else Statement

if-elif-else Ladder

Nested if Statements

Conditional Expressions (Ternary Operator)

Match-Case Statement (Python 3.10+)

Control Flow - Loops - Part 1

1 Topics

While Loops

6 Sub-topics

Understanding while Loop

Infinite Loops and Prevention

Loop Control with break Statement

Loop Control with continue Statement

Loop Control with pass Statement

while-else Clause

Control Flow - Loops - Part 2

1 Topics

For Loops

6 Sub-topics

Understanding for Loop

Looping with range() Function

Iterating Over Sequences

for-else Clause

Nested Loops

Loop Optimization Techniques

Data Structures - Lists - Part 1

1 Topics

List Fundamentals

7 Sub-topics

Creating and Initializing Lists

Accessing List Elements

List Slicing Operations

Modifying List Elements

Adding Elements (append, insert, extend)

Removing Elements (remove, pop, clear)

List Concatenation and Repetition

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 - Tuples

1 Topics

Immutable Sequences

7 Sub-topics

Creating and Defining Tuples

Accessing Tuple Elements

Tuple Immutability Concept

Tuple Packing and Unpacking

Tuple Methods (count, index)

Named Tuples from collections

When to Use Tuples vs Lists

Data Structures - Sets - Part 1

1 Topics

Set Basics

6 Sub-topics

Creating and Initializing Sets

Understanding Set Characteristics

Adding Elements to Sets

Removing Elements from Sets

Set Membership Testing

Iterating Over Sets

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 1

1 Topics

Dictionary Fundamentals

7 Sub-topics

Creating and Initializing Dictionaries

Accessing Dictionary Values

Adding and Modifying Key-Value Pairs

Removing Dictionary Items

Dictionary Keys Characteristics

Checking Key Existence

Dictionary Methods - keys(), values(), items()

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

Functions - Part 1

1 Topics

Function Basics

7 Sub-topics

Defining Functions with def Keyword

Function Parameters and Arguments

Return Statement and Return Values

Returning Multiple Values

Function Documentation with Docstrings

Function Scope and LEGB Rule

None Type and Default Returns

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

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

Object-Oriented Programming - Part 4

1 Topics

Inheritance

7 Sub-topics

Inheritance Fundamentals

Single Inheritance

super() Function Usage

Method Overriding

Multiple Inheritance

Method Resolution Order (MRO)

Checking Inheritance with isinstance() and issubclass()

Object-Oriented Programming - Part 5

1 Topics

Polymorphism and Abstraction

7 Sub-topics

Polymorphism Concept

Duck Typing in Python

Method Overriding for Polymorphism

Operator Overloading for Polymorphism

Abstract Base Classes (ABC)

abstractmethod Decorator

Interfaces vs Abstract Classes

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

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

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

Decorators - Part 1

1 Topics

Decorator Fundamentals

7 Sub-topics

Understanding Decorators Concept

Functions as First-Class Objects Review

Closures and Nested Functions

Creating Simple Decorators

@ Syntax for Applying Decorators

Decorating Functions with Arguments

functools.wraps Usage

Decorators - Part 2

1 Topics

Advanced Decorators

6 Sub-topics

Decorators with Arguments

Multiple Decorators Stacking

Class Decorators

Decorating Methods

Built-in Decorators Review (@property, @classmethod, @staticmethod)

Practical Decorator Examples

Generators - Part 1

1 Topics

Generator Basics

7 Sub-topics

Understanding Generator Functions

yield Keyword Explained

Generator vs Regular Function

Generator Expressions

Generator Memory Efficiency

Consuming Generators

Generator States

Generators - Part 2

1 Topics

Advanced Generators

7 Sub-topics

Generator Methods - send()

Generator Methods - throw()

Generator Methods - close()

Coroutines Basics with Generators

Generator Pipelines

Chaining Generators

yield from Expression

Context Managers

1 Topics

Context Management Protocol

7 Sub-topics

Understanding Context Manager Protocol

with Statement Deep Dive

Creating Context Managers with Classes

__enter__ and __exit__ Methods

Context Managers with contextlib.contextmanager

Exception Handling in Context Managers

Practical Context Manager Examples

Regular Expressions - Part 1

1 Topics

Regex Basics

7 Sub-topics

Understanding Regular Expressions Basics

re Module Functions - match(), search(), findall()

Raw Strings for Patterns

Basic Patterns - Literal Characters

Special Characters - . ^ $ * + ? { } [ ] \ | ( )

Character Classes and Ranges

Predefined Character Classes (\d, \w, \s)

Regular Expressions - Part 2

1 Topics

Advanced Regex

8 Sub-topics

Quantifiers - *, +, ?, {m,n}

Anchors - ^, $, \b, \B

Groups and Capturing

Non-Capturing Groups

Backreferences

Regex Flags (IGNORECASE, MULTILINE, DOTALL)

split(), sub(), subn() Functions

Compiling Patterns with re.compile()

Testing with unittest

1 Topics

Unit Testing with unittest

7 Sub-topics

Understanding Unit Testing

unittest Module Basics

Test Cases and Test Methods

Assertions in unittest

setUp() and tearDown() Methods

Test Fixtures

Running Tests and Test Discovery

Testing with pytest

1 Topics

Testing with pytest

7 Sub-topics

Installing and Setting Up pytest

Writing Tests with pytest

Test Discovery in pytest

pytest Fixtures

Parameterized Tests

Markers and Test Selection

pytest vs unittest Comparison

Debugging Techniques

1 Topics

Debugging Python Code

7 Sub-topics

Using print() for Debugging

Python Debugger (pdb) Basics

pdb Commands and Navigation

Setting Breakpoints

Inspecting Variables in pdb

Post-Mortem Debugging

IDE Debuggers Overview

Logging

1 Topics

Application Logging

7 Sub-topics

Understanding Logging Importance

logging Module Basics

Log Levels (DEBUG, INFO, WARNING, ERROR, CRITICAL)

Configuring Loggers

Handlers and Formatters

Logging to Files

Best Practices for Logging

Code Quality and Best Practices

1 Topics

Code Quality

7 Sub-topics

PEP 8 Style Guide Deep Dive

Code Formatting Tools (black, autopep8)

Linting with pylint and flake8

Type Checking with mypy

Writing Clean Code Principles

Code Documentation Standards

Code Review Best Practices

Documentation

1 Topics

Code Documentation

7 Sub-topics

Writing Good Docstrings

Docstring Conventions (PEP 257)

Sphinx for Documentation Generation

reStructuredText Basics

Type Hints in Documentation

README Files Best Practices

API Documentation

Virtual Environments

1 Topics

Environment Management

7 Sub-topics

Understanding Virtual Environments Purpose

venv Module Basics

Creating Virtual Environments

Activating and Deactivating Environments

Installing Packages in Virtual Environments

requirements.txt File

Alternative Tools (virtualenv, conda)

Package Management with pip

1 Topics

Package Management

7 Sub-topics

Installing Packages with pip

Uninstalling and Upgrading Packages

Listing Installed Packages

Searching for Packages

Installing from requirements.txt

Freezing Dependencies

pip Best Practices and Security

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Python Complete Bootcamp

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Python Complete Bootcamp

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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