Generative AI using OpenAI API for Beginners

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Bharath Thippireddy

2:59:01

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01 - Introduction

001 Course Introduction.mp4

01:47

002 How to make the best of this course.mp4

01:32

003 Completed Scripts on GitHub.mp4

00:19

02 - AI and Generative AI Fundamentals

001 What is AI.mp4

01:25

002 What is Generative AI.mp4

02:32

003 What is OpenAI API.mp4

01:50

03 - Open AI Account Setup

001 Setup an OpenAI account.mp4

02:40

002 Pricing.mp4

03:18

003 OpenAI API Docs.mp4

01:19

004 Create and configure a Key.mp4

02:39

004 keyinstructions.txt

04 - Text Processing

001 Create the python project.mp4

01:24

002 OpenAI API in action.mp4

06:07

003 More about response object.mp4

02:55

004 Code Walk Through.mp4

03:32

005 Using stop sequences.mp4

02:38

006 Temperature.mp4

02:01

007 Text Completion Usecase.mp4

03:53

008 Sentiment Analysis.mp4

02:17

009 Text Classification Usecase.mp4

01:39

009 companies.txt

010 Explain Code.mp4

02:46

010 pythoncode.txt

011 Using Assistant for Context.mp4

05:35

012 In Context Training.mp4

04:06

013 Work like ChatGPT.mp4

08:29

014 Text Moderation.mp4

03:28

015 Moderation in action.mp4

06:18

016 Getting multiple responses.mp4

04:54

017 Streaming in action.mp4

05:17

018 Error Handling.mp4

02:39

019 Error Handling in action.mp4

05:51

020 Top P.mp4

01:35

021 Control the quality.mp4

02:12

022 Logit.mp4

05:40

05 - Audio

001 Introduction.mp4

01:36

002 Whisper in action.mp4

04:02

002 sample-english.zip

003 Translate.mp4

01:45

003 sample-french.mp3

004 Using multiple models.mp4

03:33

005 Processing Lengthy Audio.mp4

01:40

006 Setup PyDub.mp4

02:44

007 PyDub and Whisper in action.mp4

06:59

06 - Images

001 Introduction.mp4

02:16

002 Generate a image.mp4

02:35

003 Saving a binary image.mp4

04:32

004 Generating Image Variations.mp4

01:55

005 Edit Images.mp4

02:00

006 Image Edit In Action.mp4

03:42

006 Image-Editing.zip

07 - Embeddings

001 Introduction.mp4

02:37

002 Use Embedding API.mp4

04:09

003 Find Similarity.mp4

04:04

004 Process Response Dynamically.mp4

04:40

08 - Function Calling

001 Introduction.mp4

04:27

002 The Problem.mp4

01:47

003 Use Function Calling.mp4

06:01

003 dummy-function.txt

004 Process the response.mp4

02:22

005 Invoke the function.mp4

04:07

006 Things to remember.mp4

00:51

09 - Wrap Up

001 Bonus Lecture.html

Description

Unlock the Power of OpenAI: A Python Guide for OpenAI API Novices

What You'll Learn?

Understand the fundamentals of AI,Generative AI and OpenAI API
Setup OpenAI account and Key
Create and run your first OpenAI API Python Program
Learn how to process the JSON Response
Control the model behaviour by passing in different parameters
Use the Text Completion Model to do Sentimental Analysis
Use the Text Completion Model to classify text, generate code and more
Learn what roles are and how to use them in the request
Maintain the context across requests
Moderate text using the Text Moderation AI Model
Receive and Handle Multiple Responses
Handle errors gracefully
Control the quality of the response
Use Whisper AI model to generate text from audio
Translate audio from other languages to english
Use audio and text models together
Generate Images using DALL.E Model
Edit Images using DALL.E Model
Understand what text embeddings are
Work on various use-cases using the Open AI Embedding Models
Master Open AI API in simple steps

Who is this for?

Beginner Python Developers who want to master OpenAI AI

Any developer curious about OpenAI and OpenAI APIs

Students who have completed my Python For Beginners course

What You Need to Know?

Basic Knowledge of Python Programming

More details

Description
OpenAI's GPT series of language models have created headlines the world over.This course equips learners with the tools and expertise needed to develop AI-powered solutions, enabling them to leverage OpenAI's state-of-the-art models for various real-world applications, including chatbots, content generation, translation, and more, making it an invaluable resource for those seeking to stay at the forefront of AI innovation. Enroll now and embark on your journey into the realm of OpenAI using Python!
This course is for Beginners andÂ Experienced Programmers with knowledge of python who wants to use OpenAIÂ Models in their applications.

Course Highlights:
Demystifying OpenAI: Gain a clear understanding of what OpenAI is, how it works, and why it's revolutionizing the AI landscape.
Getting Started with APIs: Explore the fundamentals of APIs and learn how to interact with OpenAI's API to access powerful AI models.
Exploring Use Cases: Discover a wide range of practical applications for OpenAI API across industries like content creation, chatbots, language translation, and more.
Hands-On Projects: Dive into real-world projects that will guide you through implementing OpenAI API in various scenarios, building your confidence with each exercise.
Creating Chatbots: Develop your very own chatbot using OpenAI's API, enhancing your understanding of natural language processing and conversation generation.
Content Generation: Learn how to generate creative and informative content with the help of AI models, giving your projects a competitive edge.
Language Translation: Explore the capabilities of language translation using OpenAI API and create a multilingual experience for your applications.

You will:

Understand the fundamentals of AI,Generative AIÂ and OpenAI API
Setup OpenAI account and Key
Create and run your first OpenAI API Python Program
Learn how to process the JSON Response
Control the model behaviour by passing in different parameters
Use the Text Completion Model to do Sentimental Analysis
Use the Text Completion Model to classify text, generate code and more
Learn what roles are and how to use them in the request
Maintain the context across requests
Moderate text using the Text Moderation AI Model
Receive and Handle Multiple Responses
Handle errors gracefully
Control the quality of the response
Use Whisper AI model to generate text from audio
Translate audio from other languages to english
Use audio and text models together
Generate Images using DALL.E Model
Edit Images using DALL.E Model
Understand what text embeddings are
Work on various use-cases using the Open AI Embedding Models
Master Open AI API in simple steps

What are the requirements?
Python,PyCharm CommunityÂ Edition or Any other IDE

Who this course is for:
Beginner Python Developers who want to master OpenAI AI
Any developer curious about OpenAI and OpenAI APIs
Students who have completed my Python For Beginners course

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Artificial Intelligence

Bharath Thippireddy

Instructor's Courses

Bharath Thippireddy is an Entrepreneur, Software Architect and Public Speaker who has trained 600000 + students across the planet. He is Oracle Certified Developer, Web Component Developer, Business Component Developer, Web Services Developer.He loves learning new things both in technology and personal development and shares them on YouTube and his web site. He have mentored students in class room trainings as well as in the corporate world both in India as well as in USA. He has spoken on technical topics at several agile conferences. While in India he also voluntarily teaches interview and soft skills at Vivekananda Kendra.His trainings will help you master Full Stack Development using Java,Python,JavaScript and DevOps, AWS, Docker, Kubernetes.From 30+ Courses which currently have 600K+ Learners you can pick a track and master Spring Boot Project Development using Angular and ReactAngular and React project creation with Java or Node backendComplete Python Stack from core Python to Django REST FrameworkDocker , Kubernetes, Maven, Jenkins ,GIT , AWS EC2 ,Elastic Beanstalk,ELB,Auto Scaling and more in easy stepsJava (Java Design Patterns,Java Web Services,Java Messaging Service) Spring modules ( Spring Security, Spring Boot,Spring Data using Hibernate,Spring Data REST)Serverless programming using AWS Lambda and more

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