Python Programming Bundle: Intro to Python, Pandas, and OOP

سرفصل های دوره

Get started with Python programming and the Pandas library while building a deep Object-Oriented Programming foundation!

1. Intro to Python The Workplace Tech Divide

1. Which Side of the Divide Are You On

2. WATCH ME Essential Information for a Successful Training Experience

3.1 Intro to Python Exercise Files.zip

3. DOWNLOAD ME Course Exercise Files.html

4.1 Intro to Python Project Files.zip

4. DOWNLOAD ME Course Project Files.html

5. Beginners Are Welcome

6. Course Overview

2. Intro to Python Introduction to Python

1. What is Python

2. Python's Comparison to Other Programming Languages

3. Examples of Python in the Workplace

4. The Easiest Place to Practice Python

5. Create an Account Online

3. Intro to Python Basic Data Types

1. Python Data Types

2. Strings

3. Integers

4. Floats

5. Boolean

6. Data Types Exercise

7. Section Quiz.html

4. Intro to Python Python Built-In Functions

1. What is a Built-In Function

2. Where to Look For Built-In Functions

3. Most Common Built In Functions

4. Built In Functions Exercise

5. Section Quiz.html

5. Intro to Python Variables and Functions

1. Variables and Functions

2. Storing Values as Variables

3. Comparing Variables with Operators

4. Basic Expressions

5. Functions

6. Commenting

7. Variables and Functions Exercise

8. Section Quiz.html

6. Intro to Python Errors and Debugging

1. What is an Error

2. Reading a Stack Trace

3. Print Function print()

4. Try and Except

5. You Are Not Alone

6. Errors Exercise

7. Section Quiz.html

7. Intro to Python Python Keywords

1. Python Keywords

2. Common keywords

3. Global

4. Keywords Exercise

5. Section Quiz.html

8. Intro to Python If-Else Statements

1. Basic Logic

2. Syntax and Inline Evaluation

3. Value Evaluation

4. Complex If-Else Statements

5. If-Else Exercises

6. Section Quiz.html

9. Intro to Python Storing Complex Data

1. Advanced Data Types

2. Lists

3. Dictionaries

4. Looping Lists

5. Looping Dictionaries

6. Advanced Data Exercise

7. Section Quiz.html

10. Intro to Python Python Modules

1. Python Modules

2. Python Built In Modules

3. Importing Modules

11. Intro to Python Installing Python and Modules

1. Python Environments

2. Mac

3. Windows

4. IDEs

5. Python Idle

6. Managing Files and Folders

7. Executing Scripts

8. PIP

12. Intro to Python Project Automate Data Updates For a Spreadsheet

1. Project Introduction

2. Setting Up Project

3. Reading and Writing to Excel Files

4. Working with CSV Files

5. Dynamic File Paths

6. Transform and Validate Transactions

7. Transfer and Save Transactions

8. Clean Up the Code

9. Hardening the Script

13. Intro to Python Course Close

1. What's Next

14. Object-Oriented Programming Basics of Object Oriented Programming

1. Course Introduction

2. WATCH ME Essential Information for a Successful Training Experience

3.1 OOP Exercises Files.zip

3. DOWNLOAD ME Course Exercise Files.html

4.1 OOP Course Files.zip

4. DOWNLOAD ME Course Instructor Files.html

5. Introduction to Object Oriented Programming

6. Creating Bank Account Object Attributes

7. Creating Bank Account Object Methods

8. Printing Objects

9. Using a Class Inside Another Class

10. Section Quiz.html

15. Object-Oriented Programming Inheritance and Abstraction

1. Class Inheritance

2. Inheritance and Method Resolution Order Part 1

3. Inheritance and Method Resolution Order Part 2

4. Abstract Methods

5. Section Quiz.html

16. Object-Oriented Programming Class Level vs Object Level

1. Class Attribute vs Object Attribute

2. Different Methods Inside the Class Part 1

3. Different Methods Inside the Class Part 2 Use Cases

4. Assignment 01

5. Assignment 02

6. Section Quiz.html

17. Object-Oriented Programming Encapsulation

1. Public and Private

2. Getters and Setters

3. Methods as Attributes

4. Assignment 03

5. Section Quiz.html

18. Object-Oriented Programming Magic Functions

1. Make Your Objects Callable

2. Make Your Objects Iterable

3. Make Your Objects Comparable

4. Arithmetic Operations on Objects

5. Assignment 04

6. Assignment 05

7. Assignment 06

8. Assignment 07

9. Section Quiz.html

19. Pandas Course Introduction

1. Introduction to Pandas

2. WATCH ME Essential Information for a Successful Training Experience

3.1 Pandas for Beginners Course Files.zip

3. DOWNLOAD ME Course Instructor Files.html

4. Pandas Installation

20. Pandas Pandas Objects

1. Introduction to Pandas Series

2. Introduction to Pandas Data Frame

3. Reading Data From Files

4. Selection and Filtering

5. Section Quiz.html

21. Pandas Data Preprocessing

1. Handling Missing Values and Duplicates

2. DataFrame Manipulation

3. Data Transformation

4. Section Quiz.html

22. Pandas Data Processing

1. Processing Numerical Format

2. Processing String Format

3. Processing DateTime Format

4. Section Quiz.html

23. Pandas Data Visualization

1. Visualize Your Data

2. Section Quiz.html

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تولید کننده: Udemy-Training