Python, GPT4 & LLMs: From Core Concepts to Advanced LLM Tech

Course Curriculum

Chapter 1: Welcome

Lecture 1: Introduction

Lecture 2: Welcome

Chapter 2: Part 1: Getting Started With Python

Lecture 1: Introduction

Lecture 2: Python – Writing a Project and Debugging

Lecture 3: Writing a Python Project – Python Mortgage Calculator

Lecture 4: Writing a Python Project – Formatted Input/Output

Lecture 5: Python Text Processing and Reading Files

Lecture 6: Python – Understanding Python Functions

Lecture 7: Python – Designing and Writing Functions in Python – 1

Lecture 8: Python – Designing and Writing Functions in Python – 2

Lecture 9: Python – Learn About Python Data Structures – 1

Lecture 10: Python – Learn About Python Data Structures – 2

Lecture 11: Python – Learn How to Manipulate Data in Python – 1

Lecture 12: Python – Learn How to Manipulate Data in Python – 2

Lecture 13: Section Summary

Chapter 3: Understanding Python Library Functions, Objects, Classes & Inheritance

Lecture 1: Python Import Statement and Module – 1

Lecture 2: Python Import Statement and Module – 2

Lecture 3: Python – Learn How to Write Powerful CSV Parser

Lecture 4: Python – Learn How to Make a Package

Lecture 5: Python – Learn About Classes

Lecture 6: Python – Learn About Attribute Access

Lecture 7: Python – Learn About Some Advanced Topics

Lecture 8: Python – Learn About Inheritance Basics

Lecture 9: Python – Writing a Project using Inheritance

Lecture 10: Python – Learn Some More Advanced

Lecture 11: Python – Learn How to Program More Defensive

Lecture 12: Section Summary

Chapter 4: Python Programming – Object-Oriented Programming

Lecture 1: Python OOP – Learn How to Create a Container Object

Lecture 2: Python OOP – Learn How to Create a Context Manager

Lecture 3: Python OOP – Encapsulation in Python

Lecture 4: Python OOP – Learn How to Manage Attributes – 1

Lecture 5: Python OOP – Learn How to Manage Attributes – 2

Lecture 6: Python OOP – Learn How to Manage Attributes – 3

Lecture 7: Python OOP – Learn How to Manage Attributes – 4

Lecture 8: Python OOP – Learn About Proxies and Wrappers

Lecture 9: Python OOP – Learn How to Use Python Functions

Chapter 5: Python Programming – Learn About Advanced Techniques

Lecture 1: Introduction

Lecture 2: Python Advanced Techniques: Learn About Decorators – 1

Lecture 3: Python Advanced Techniques: Learn About Decorators – 2

Lecture 4: Python Advanced Techniques: Understanding Decorators with Arguments

Lecture 5: Python Advanced Techniques: Learn About Python Class Decorators

Lecture 6: Python Advanced Techniques: Learning Python Types and Metaclasses

Lecture 7: Writing a Python Project – Learn How to Track Subclasses

Lecture 8: Python Advanced Techniques: Using Metaclasses to Fill in Details

Lecture 9: Python Advanced Techniques: Learn About Iterators and Generators

Lecture 10: Python Advanced Techniques: Writing a Project with Generator Function

Lecture 11: Python Advanced Techniques: Learn How to Process Pipelines and Workflows

Lecture 12: Python Advanced Techniques: Learn About Coroutines

Lecture 13: Python Advanced Techniques: Writing a Project with Coroutines

Lecture 14: Learn More About Coroutines – 1

Lecture 15: Learn More About Coroutines – 2

Chapter 6: Python Summary

Lecture 1: Summary

Chapter 7: Part 2: Advanced Large Language Model Technologies: Foundations and Applications

Lecture 1: Foundational Principles of Transformative LLMs

Lecture 2: Evolutionary Trajectory of Large Language Models

Lecture 3: Architectural Insights into Large Language Models

Lecture 4: Exploring the Impact of Industrial Components in LLMs

Lecture 5: Analyzing Layer Interconnectivity and Self-Attention Mechanisms

Lecture 6: The Rise of Transformers as Fundamental Models

Lecture 7: Exploring Cutting-Edge LLMs: ChatGPT, GPT-4, PaLM 2, and Llama 2

Lecture 8: Customizing LLMs for Specific Tasks: Strategies and Case Studies