ChatGPT Python Programming: AI Guided Code Mastery

سرفصل های دوره

Master Python with ChatGPT – regardless of your coding background! Streamline tasks, optimize algorithms, integrate AI

1. Introduction to AI-Guided Python Programming

1. AI + Python Opening the Doors to AI-Guided Programming

2. Advantages of AI-Guided Programming

3. The Role of AI in Python Programming

2. Getting Started with ChatGPT and Python

1.1 Introduction to ChatGPT for Programmers.pdf

1. Introduction to ChatGPT for Programmers

2.1 Link to ChatGPT.html

2. Accessing ChatGPT

3.1 Link to download PyCharm.html

3.2 Link to download Python IDLE.html

3. Setting Up the Python IDLE and PyCharm Development Environments

3. ChatGPT Basics for Python Programmers

1.1 ChatGPT Basics for Python Programmers.pdf

1. The Role of Prompting ChatGPT Prompting Essentials

2.1 Strategies for Refinement.pdf

2. Handling Responses, Conditional Prompts, and Iterative Refinement

3.1 Crafting ChatGPT Code Prompts.pdf

3. Crafting Prompts for Writing Python Code with ChatGPT

4. ChatGPT Prompts for Code Review and Debugging

5. ChatGPT Prompts for Code Explanation

6. ChatGPT Prompts for Optimizing Code

7. ChatGPT Prompts for Code Improvements

8. ChatGPT Prompts for Learning New Concepts

9. ChatGPT Prompts for Design Patterns

10. ChatGPT Prompts for Syntax Help

11. ChatGPT Prompts for Code Refactoring

12. ChatGPT Prompts for Learning and Using APIs

4. AI-Guided Python Fundamentals and Basic Programs

1.1 AI Guided Python Basics.pdf

1. AI-Guided Python Basics Overview

2. Hello World - Your First AI-Guided Program

3. User Inputs and Variables

4. AI-Driven Input Handling AdultMinor & Pythagorean Theorem Programs

5. Overview of Basic Operators

6. Arithmetic and Comparison Operators

7. Assignment Operators

8. AI-Guided Math Celsius-Fahrenheit & Cylinder Area Programs

9. Boolean Operators

10. AI-Guided Booleans Student Eligibility & Traffic Light Simulation

11. Overview of Control Flow Structures

12. IF-ELIF-ELSE Statements

13. AI-Guided Control Flow RNG Guessing Game, Character Check, & Login Program

14. ForWhile Loops

15. AI-Guided Iteration Enhanced Login Program, Character Check & RNG Game

5. AI-Guided Python Graphical User Interfaces (GUIs)

1.1 AI Guided Python GUIs.pdf

1. The Power of AI in Creating GUIs Effortlessly

2. Designing an AI Basic Calculator Program with Tkinter

3. Python GUI Mastery Design and Develop Any Interface with Ease

4. Future of AI GUI Development

6. Intermediate Python Programming with AI

1.1 Data Structures and Functions.pdf

1. Overview of Data Structures and Functions

2. Working with Lists

3. AI-Guided Lists Creating a Task Scheduler

4. Working with Tuples

5. AI-Guided Tuples Implement an Employee Payroll System

6. Working with Dictionaries

7. AI-Guided Dictionaries Develop a Language Translator

8. Working with Sets

9. AI-Guided Sets Create a URL Shortener Application

10. Working with Functions

11. AI-Guided Functions Develop a File Management Tool

7. Advanced Python Applications with AI - Web Development

1.1 AI-Driven Web Development.pdf

1. AI-Driven Web Development in Python

2. Building Intelligent Web Applications using Flask

3. Generate Web Applications to Enhance User Interactions

8. Advanced Python Applications with AI - Machine Learning Scripting

1.1 Machine Learning with ChatGPT.pdf

1. Machine Learning Scripting with ChatGPT

2. Scripting Machine Learning (ML) Models with AI

3. Hyperparameter Tuning with AI

4. AI-Guided Model Evaluation and Metrics

9. SPECIAL SEGMENT - ChatGPT Integration in the Python Environment

1.1 Link to creating your openai API key.html

1. Configure ChatGPT API keys for Python Integration

2.1 Python Code for ChatGPT Integration.txt

2. Utilization of ChatGPT in the Python Development Environment

3.1 Fine-Tuning API Parameters for Customization.pdf

3. Fine-Tuning ChatGPT API Parameters for Customization

4.1 OpenAIs API Parameters Reference.html

4.2 Python Code - ChatGPT Integration with API Parameters Fine-Tuning.txt

4. Experimenting with Fine-Tuning of API Parameters in Python

10. Conclusion and Takeaways

1.1 Conclusion and takeaways.pdf

1. Recap and Lessons Learned

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تولید کننده: Udemy