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

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Justin B

2:07:49

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1 - Introduction

1 - Syllabus.mp4

01:19

2 - Setting up your Environment

2 - Creating an Account and getting a Secret Key.mp4

02:07

3 - Setting up your Environment.mp4

04:23

3 - Setting-up-your-environment.pdf

4 - Pricing and setting usage limits with OpenAI API.mp4

03:39

3 - OpenAI API Overview and LLM Overview

5 - OpenAI API Overview.mp4

07:20

6 - What are Transformers and how do they power Generative AI.mp4

10:12

7 - Basic Prompt Engineering.mp4

05:59

8 - Zero shot and Few Shot Prompting.mp4

03:55

9 - Chain of Thought Prompting.mp4

05:03

10 - Grounding LLMs for increased accuracy.mp4

09:28

4 - OpenAI API Examples and Demonstrations with Completion API

11 - Translating an article with the OpenAI API.mp4

03:08

12 - Example Translating an article with OpenAI API.mp4

04:34

12 - translating.zip

13 - Summarizing with the OpenAI API.mp4

02:47

14 - Example Summarizing with the OpenAI API.mp4

04:06

14 - summarize.zip

5 - OpenAI API Examples and Demonstrations with Chat API

15 - Chat completion with the OpenAI API.mp4

02:59

16 - Example Chat completion with the OpenAI API.mp4

06:51

16 - chat-completion.zip

17 - Example Sentiment Analysis and Classification with the OpenAI API.mp4

04:06

17 - classification.zip

18 - Sentiment Analysis and Classification with the OpenAI API.mp4

04:16

6 - Translating Text and HTML with Google Translate API

19 - Creating a Google Cloud Account and setting up Translate API.mp4

05:29

20 - Basic and Advance Translation with Cloud Translation API.mp4

06:29

21 - Code Walkthrough Using Google Translate API to translate subtitles.mp4

06:13

21 - subtitle-translate-udemy.zip

22 - Example Translate Subtitles to 3 languages.mp4

04:38

7 - Fine Tuning Deploying and Ethics

23 - Fine Tuning a Model with OpenAI API.mp4

12:22

23 - fine-tune.zip

23 - tools.txt

24 - Deploying an application with OpenAI API.mp4

01:24

25 - Dos and Donts with AI.mp4

02:59

8 - Bonus Section

26 - Stay up to date and follow me at justinsfindscom Bonus Lecture.mp4

02:03

Description

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

What You'll Learn?

What is the OpenAI API
LLMs, transformers, and high level how they work
How to generate text with the OpenAI API
How to summarize with OpenAI API
How to translate with OpenAI API
How to Fine Tune GPT 3.5 Turbo
How to use OpenAI API with other libraries
Deploying OpenAI applications with GCP and AWS

Who is this for?

Beginner Python users that want to develop an AI application with OpenAI API

Entrepreneurs that want to build their own AI application

What You Need to Know?

Basic understanding of Python and development environments

Basic understanding of AWS, GCP, or a deployment environment

More details

Description
In this course, you will learn how to use ChatGPT and the OpenAI API to perform a variety of language tasks, including summarization, translation, chat completion, and categorization. You will start by learning about the basics of OpenAIÂ API, including how it works and how to use it to generate text. Then, you will learn how to use the OpenAI API to interact with ChatGPT and get your code running.
As you progress through the course, you will build a variety of projects using ChatGPT, OpenAI API, and Google Cloud APIs. These projects will include:

A summarization tool that can automatically summarize text documents
A translation tool that can translate text from one language to another
A chat completion tool that can help you complete conversations with chatbots
A categorization tool that can automatically performs sentiment analysis
Fine Tune a GPT 3.5 Turbo Model with the OpenAIÂ API
By the end of the course, you will be able to use ChatGPT and the OpenAI API to perform a wide variety of language tasks. You will also have a solid understanding of how these powerful tools work.
What You Will Learn
The basics of Transformers
How to use the OpenAI API
How to perform summarization, translation, chat completion, and categorization using ChatGPT and the OpenAI API
How to use prompts to control the output of ChatGPT
How to manage API costs
Who This Course Is For
This course is for developers who want to learn how to use ChatGPT and the OpenAI API to perform language tasks. No prior experience with ChatGPT or the OpenAI API is required.
Prerequisites
Basic knowledge of Python
A computer with an internet connection
What You Will Need
An OpenAI account
A text editor or IDE
Access to a terminal
Who this course is for:
Beginner Python users that want to develop an AI application with OpenAI API
Entrepreneurs that want to build their own AI application

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Justin is a seasoned software engineer and AI creator with 5 years of experience in the field. He has a background in both theoretical and practical aspects of software engineering, and has worked on several projects involving machine learning. Justin is passionate about sharing his expertise with students and helping them develop the skills they need to succeed in the field of AI

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