How to use OpenAI API to build apps and fine tune LLMs

سرفصل های دوره

Master the power of ChatGPT and OpenAI API to create powerful applications. Learn how to fine tune GPT 3.5

1 - Introduction

1 - Syllabus

2 - Setting up your Environment

2 - Creating an Account and getting a Secret Key

3 - Setting up your Environment

3 - Setting-up-your-environment.pdf

4 - Pricing and setting usage limits with OpenAI API

3 - OpenAI API Overview and LLM Overview

5 - OpenAI API Overview

6 - What are Transformers and how do they power Generative AI

7 - Basic Prompt Engineering

8 - Zero shot and Few Shot Prompting

9 - Chain of Thought Prompting

10 - Grounding LLMs for increased accuracy

4 - OpenAI API Examples and Demonstrations with Completion API

11 - Translating an article with the OpenAI API

12 - Example Translating an article with OpenAI API

12 - translating.zip

13 - Summarizing with the OpenAI API

14 - Example Summarizing with the OpenAI API

14 - summarize.zip

5 - OpenAI API Examples and Demonstrations with Chat API

15 - Chat completion with the OpenAI API

16 - Example Chat completion with the OpenAI API

16 - chat-completion.zip

17 - Example Sentiment Analysis and Classification with the OpenAI API

17 - classification.zip

18 - Sentiment Analysis and Classification with the OpenAI API

6 - Translating Text and HTML with Google Translate API

19 - Creating a Google Cloud Account and setting up Translate API

20 - Basic and Advance Translation with Cloud Translation API

21 - Code Walkthrough Using Google Translate API to translate subtitles

21 - subtitle-translate-udemy.zip

22 - Example Translate Subtitles to 3 languages

7 - Fine Tuning Deploying and Ethics

23 - Fine Tuning a Model with OpenAI API

23 - fine-tune.zip

23 - tools.txt

24 - Deploying an application with OpenAI API

25 - Dos and Donts with AI

8 - Bonus Section

26 - Stay up to date and follow me at justinsfindscom Bonus Lecture

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تولید کننده: Udemy