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Advanced RevOps Automation With GPT-3
Course Overview
Who Is This Course For?
Who Is This Course Written By?
Intro To GPT-3
What is GPT-3?
How Does It Work?
BEST Use Cases for Text Transfomers
WORST Use Cases for Text Transfomers
Traditional Software Development vs. Building On GPT-3
What Is Prompt Engineering?
The GPT-3 Software Development LifeCycle
The Prompt Engineering Skillset
Where Code Is Still Useful
Prompt Injection
GPT-3 Development CASE STUDY: Building a Call Summarizer
Case Study Introduction
Pt1: Getting Started
Pt2: Beta Launch Results
Pt3: Finding The Root Cause Issue
Pt4: Refining The Job To Be Done
Pt5: Defining Quality
Pt6: Finetuning
Pt7: Results & Learnings
Tuning GPT-3: Standard Parameters
Overview
Temperature
Top P
Frequency Penalty
Tuning GPT-3: Custom Training
Classification Pt1 - Zero Shot
Classification Pt2 - Few Shots
Solving Advanced RevOps use cases with GPT-3
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