Ultimate Guide to Python for Beginners in 2023

سرفصل های دوره

Begin your journey towards understanding Data Science and Machine Learning with Python!

1. Introduction

1. Introduction

2. Module 1 - Environment Setup

1. Installing VS Code and Git

2. Installing Miniconda

3. Installing Jupyter Notebook and Jupyter Lab

3. Module 2 - Python Basics

1. Introduction to Variables

2. Variable Declaration, Introduction to Types, Naming Conventions

3. Data Types - Strings

4. Data Types - Integers

5. Data Types - Floats

6. Data Types - Booleans

7. Arithmetic Operators

8. Comparison Operators

9. Logical Operators

10. Basic Output

11. Formatting Output

12. Taking User Input

13. Mini Projects

4. Module 3 - Control Structures

1. Introduction to Conditional Statements

2. if, elif, and else Statements

3. Combining Conditional Statements

4. Introduction to Loops

5. For Loop

6. While Loop

7. Infinite Loops

8. Break Statement

9. Continue Statement

10. Pass Statement

11. Introduction to Nested Structures

12. Combining For and While Loops

13. Combining Loops and Conditionals

14. Pitfalls and Best Practices

5. Module 4 - Data Structures

1. Introduction to Lists

2. Common List Operations

3. Lists as Stacks and Queues

4. Introduction to Tuples

5. Tuple Operations

6. When and Why to use Tuples

7. Tuple Methods

8. Introduction to Sets

9. Set Operations

10. Set Methods

11. Practical Use Cases of Sets

12. Introduction to Dictionaries

13. Accessing Dictionary Elements

14. Dictionary Methods

15. Practical Use Cases for Dictionaries

6. Module 5 - Functions and Modules

1. Introduction to Functions

2. Basic Syntax of Functions

3. Arguments and Parameters

4. Return Values

5. Understanding Scope

6. Local and Global Variables

7. Best Practices for Scope

8. Introduction to Lambda Functions

9. Syntax and Usage of Lambda Functions

10. Common use Cases for Lambda

11. What are Modules

12. Importing Modules

13. Common Libraries in Python

14. Installing External Libraries

7. Module 6 - File and Exception Handling

1. Introduction to File Handling

2. Reading Files

3. Creating New Files

4. Introduction to Writing Files

5. Introduction to Exceptions

6. Basic Exception Handling

7. Multiple Exception Blocks

8. Custom Exceptions

9. Exceptions as Objects

8. Module 7 - Introduction to Object-Oriented Programming

1. Introduction to Object-Oriented Programming

2. Real-World Analogies

3. Using Objects

4. Introduction to Instance and Class Variables and Methods

5. Class Variables and Methods

6. Instance Variables and Methods

7. Instance and Class Variables and Methods (extended)

8. Advanced init use Cases

9. Base and Derived Classes

10. Introduction to Inheritance

11. Private Attributes and Methods

12. Getters and Setters

13. Method Overloading

14. Polymorphism

9. Capstone Projects

1. Calculator - Overview and Design

2. Calculator - Build

3. Contact Book - Overview and Design

4. Contact Book - Build

5. Banking System - Overview and Design

6. Banking System - Build

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تولید کننده: Udemy