IIRF Online > Development > Software Development Tools > Prompt Engineering > ChatGPT Crash Course: Introduction to ChatGPT for Work
ChatGPT Crash Course: Introduction to ChatGPT for Work by Udemy
GPT-4o, and agents like the code interpreter for data analysis, web browsing for research, and multimodal capabilities.
Course Highlights
- Set up a ChatGPT account and navigate the user interface with ease.
- Master core prompting techniques, such as Q&A, information extraction, and text summarization.
- Enhance ChatGPT's reasoning abilities using Chain of Thought Prompting.
- Apply advanced prompt engineering principles for better AI communication.
- Utilize ChatGPT for writing, editing, and proofreading tasks.
- Leverage ChatGPT for research, ideation, and peer review processes.
- Employ ChatGPT as a UX and design assistant to improve user experiences.
- Analyze data trends and perform financial analysis using ChatGPT's analytical capabilities.
Skills you will learn!
Curriculum
6 Topics
Welcome to the Course!
What is Prompt Engineering?
Create Your ChatGPT Account
Tour of the ChatGPT Interface
Disclaimer: NEVER Use a Raw Output
Understanding OpenAI's Data Policy for ChatGPT and Opting Out
8 Topics
Text Insertion
Question and Answer (Q&A)
Text Classification
Information Extraction
Text Summarization
Conversation
Reasoning
Working with Core Prompting Techniques
8 Topics
Principles of Prompt Engineering
Quick Note
Creating an Identity
Clearly Define the Task
Providing Context
Specifying Output Tone and Style
Writing a Plot Line as Seinfeld Fan Fiction
Using Variables in your ChatGPT Prompts
5 Topics
Ask Questions about a News Article
Extracting Next Steps and Drafting Emails from a Meeting Transcript
Using a Marketing Brief to Generate a Twitter Campaign
Updating a Cover Letter with a Job Description
Responding to a Negative Customer Review in Another Language
5 Topics
Getting Feedback from Different Perspectives
Researching Customer Personas
ChatGPT as a UX and Design Assistant
Researching Your Business' Competitive Landscape
Conducting a Porter's 5 Forces Analysis
5 Topics
Finding Trends in Data (Conducting a Descriptive Analysis)
Labeling Your Data
Finance: Conducting a Vertical Analysis of an Income Statement
Transforming Data into Code
Assignment: Transforming Data into a Ready-to-Use Format
4 Topics
What AI Tool is Best for Real-Time Research?
Exploring the Bing Chat Interface
Using Bing Chat to Research Current Events
Use Bing Chat to Plan a Trip
8 Topics
Enabling and Exploring the Code Interpreter
Cleaning Data with the Code Interpreter
Exploratory Data Analysis with the Code Interpreter
Regression with the Code Interpreter
Linear Programming with the Code Interpreter
Creating a Video with the Code Interpreter
Using the Code Interpreter as a Math and Science Study Assistant
Manipulating Data with the ChatGPT Code Interpreter
5 Topics
Python Experience Preferred but not Required!
How to Use the Course Files
Installing Jupyter Notebook
Obtaining Your OpenAI API Key
Setting Up Our Jupyter Notebook
7 Topics
Text Summarization
Inference: Text Classification Extraction and Insertion
Conversation
Reasoning
Few Shot Prompting
Translation
Delimiters
6 Topics
Required Parameters in Request Body
Optional Parameters in the Request Body
Experimenting with Temperature
Understanding the Response Body of the ChatCompletion API
Exercise: Using Optional Parameter n
Answers: Using Optional Parameter n
7 Topics
Generating Marketing Copy from a Product Fact Sheet
Using a Meeting Transcript to Automatically Generate a Follow-Up Email
Responding Automatically to a Negative Customer Review
Labeling Data
Conducting a Vertical Financial Analysis
Exercise: Advanced Use Cases
Answers: Advanced Use Cases
3 Topics
Demo: Creating a OrderBot for a Restaurants
Project: Building a Customer Service Chatbot
Answers: Building a Customer Service Chatbot
ChatGPT Crash Course: Introduction to ChatGPT for Work
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