I will be teaching The Essential AI Workbench: Python + GitHub + Copilot X + Visual Studio Code Course for ONLC on Monday February 26, 2024. This is a one day course, with hands-on labs and exercises, provided thru ONLC Learning Centers. I am excited to be leading this course!
Course Link: https://www.onlc.com/outline.asp?ccode=ldwbx1
Overview
Our 1-day AI Workbench (Python / Copilot X / VS Code) course is designed for non-programmers who want to dive into AI development. You’ll learn how to implement and debug AI code using generative AI systems like ChatGPT and Github Copilot X, and the widely-used AI support language Python.
We’ll guide you through setting up your integrated developer’s environment with Visual Studio Code and Copilot X, and show you how to identify what the programs are doing and how to fix them if there is a problem. Best of all, you don’t need to be a programmer – you can simply cut and paste code or accept suggestions from the AI.
By taking this course, you’ll be able to customize AI solutions and follow along with examples at OpenAI, Huggingface, or thousands of YouTube videos. Imagine the possibilities – from building your own chatbot to analyzing data for your business, AI is a game-changer. Enroll now and take the first step toward becoming an AI developer!
Prerequisites
Familiarity with basic computer concepts such as file management. No prior Python or programming experience is required.
COURSE OUTLINE
VISUAL STUDIO CODE INTRODUCTION
Getting Started with Visual Studio Code
Setup
Extensions
Customization
Basic Tips and Tricks
Status Bar
Extensions
Files and folders
IntelliSense
Git integration
Debugging
User Interface
Basic Layout
Explorer
Open Editors
Views
Command Palette
Tabs
PYTHON INTRODUCTION
Learn Python basics, including the following elements:
Boolean types
Strings
Mathematical operations
Lists and loops
Dictionaries
Functions
Use strings in Python
String basics in Python
String methods in Python
Use mathematical operations in Python
What are operators in Python?
Exercise – Use arithmetic operators
Work with numbers in Python
Introduction to lists in Python
Introducing lists
Exercise – Create and use Python lists
Work with numbers in lists
Manipulate list data
Use ‘while’ and ‘for’ loops in Python
About ‘while’ loops
Exercise – Create a ‘while’ loop
Use ‘for’ loops with lists
Manage data with Python dictionaries
Introducing Python dictionaries
Exercise – Create Python dictionaries
Dynamic programming with dictionaries
Exercise – Dynamic programming with dictionaries
Python functions
Basics of Python functions
Use function arguments
Use keyword arguments
Use variable arguments
GITHUB COPILOT X INTRODUCTION
Introduction to GitHub Copilot X
Signing up for GitHub Copilot for your personal account
Signing up for GitHub Copilot for your organization account
Installing the GitHub Copilot extension for Visual Studio Code
Getting your first suggestion
About GitHub Copilot and Visual Studio Code
Installing Visual Studio Code Extension
Seeing your First Suggestion
Seeing Alternative Suggestions
Seeing multiple suggestions in a new tab
Generating Code suggestions from Comments
Using a Framework
Enabling/Disabling GitHub Copilot
Configuring GitHub Copilot
Github Settings
In Your Environment
Organizational Settings
Philip
