Custom ChatGPT Publishing & AI Bootcamp Masterclass

Overview

Custom ChatGPT Publishing & AI Bootcamp Masterclass is the ultimate course designed for absolute beginners who want to dive into the world of AI, ChatGPT, Python programming, and machine learning without any prior experience. Whether you have zero programming knowledge, no background in artificial intelligence, or have never worked with ChatGPT, this course is tailored to guide you step-by-step from the very basics to advanced concepts.

You’ll start with Python programming, where you’ll learn essential syntax, data structures, and coding fundamentals. With clear explanations and hands-on practice, you’ll master the building blocks of Python programming and feel confident in writing your own scripts.

Syllabus

• Introduction to AI and ChatGPT
Overview of Artificial Intelligence
Introduction to ChatGPT: Use Cases and Applications
Understanding Natural Language Processing
• Basics of Python Programming
Installing Python and Setting up the Environment
Introduction to Python Syntax
Variables and Data Types
Conditional Statements and Loops
Functions and Modules
Error Handling and Debugging
• Intermediate Python Concepts
Data Structures: Lists, Tuples, Sets, and Dictionaries
File Handling and Manipulation
Working with Libraries: NumPy and Pandas
• Introduction to ChatGPT and OpenAI API
Understanding ChatGPT Capabilities
Exploring the OpenAI API
Setting up API Access and Authentication
• Building Applications with ChatGPT
Designing Simple Chatbots
Integrating ChatGPT into Applications
Fine-tuning and Prompt Engineering Techniques
• Fundamentals of Machine Learning
Overview of Machine Learning Concepts
Supervised vs Unsupervised Learning
Introduction to Machine Learning Libraries: scikit-learn
• Hands-On Machine Learning Projects
Developing a Basic Machine Learning Model
Evaluating Model Performance
Understanding Overfitting and Underfitting
• Bringing it All Together: End-to-End AI Application Development
Designing an AI-Driven Application
Combining Python, Machine Learning, and ChatGPT
Deploying and Publishing AI Applications
• Capstone Project
Planning and Developing a Custom ChatGPT Application
Applying Machine Learning and Python Skills
Presentation and Peer Review of Projects
• Course Wrap-up and Resources
Recap and Key Takeaways
Further Learning and Next Steps in AI and Machine Learning

Taught by

Vivian Aranha

Subjects

Computer Science