Building a Project with the ChatGPT API

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Kesha Williams

1:56:20

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01 - Introduction

01 - Introduction to the OpenAI API.mp4

00:54

02 - Review the OpenAI API scenario.mp4

02:22

02 - 1. Understanding the OpenAI Platform

01 - Explore the OpenAI platform.mp4

03:42

02 - Understand generative AI models.mp4

04:04

03 - Access models using the OpenAI API.mp4

03:20

03 - 2. Exploring the OpenAI API

01 - Create chatbots using chat completion.mp4

04:34

02 - Generate text using text completion.mp4

03:34

03 - Measure relatedness using embeddings.mp4

04:26

04 - Turn audio into text using Whisper.mp4

03:46

05 - Generate images using DALL-E.mp4

05:25

06 - Customize a model using fine-tuning.mp4

06:52

07 - Examine key concepts.mp4

03:43

08 - Understand pricing models.mp4

02:52

04 - 3. Setting Up Your Environment

01 - Install Python and Jupyter Notebook.mp4

03:44

02 - Sign up for an OpenAI API account.mp4

02:36

03 - Test the APIs.mp4

03:58

05 - 4. Writing a Prompt for ChatGPT

01 - Explore chat completion API call.mp4

05:56

02 - Review chat completion API response.mp4

04:29

03 - Challenge Build a dialog using chat completion.mp4

00:55

04 - Solution Build a dialog using chat completion.mp4

03:15

06 - 5. Constructing a Multi-Turn Conversation with ChatGPT

01 - Construct a multi-turn conversation.mp4

04:52

02 - Challenge Generate tweet content using chat completion.mp4

01:07

03 - Solution Generate tweet content using chat completion.mp4

04:51

07 - 6. Generating an Image Using DALL-E

01 - Explore images API call.mp4

03:46

02 - Review images API response.mp4

04:19

03 - Challenge Generate images using images API.mp4

00:46

04 - Solution Generate images using images API.mp4

02:25

08 - 7. Integrating with the Twitter API

01 - Sign up for a Twitter API account.mp4

02:07

02 - Explore Twitter API call and response.mp4

02:44

03 - Challenge Post a tweet using the Twitter API.mp4

01:13

04 - Solution Post a tweet using the Twitter API.mp4

05:22

09 - 8. Troubleshooting Errors and Getting Help

01 - Understand common error codes.mp4

03:00

02 - Get help from the community.mp4

01:22

10 - 9. Effectively Managing API Costs

01 - Manage your spend.mp4

02:43

11 - Conclusion

01 - Your OpenAI API journey.mp4

01:16

Description

Generative models produced by OpenAPI, like ChatGPT, have rapidly advanced AI development, particularly the ability to incorporate AI into applications. In this hands-on course, instructor Kesha Williams takes a deep dive into the world of OpenAI's powerful language models, equipping you with the technical know-how you need to leverage their full potential and create innovative AI-driven solutions.

Explore various features including text summarization and generation, conversational agents, chatbot development, image generation and manipulation, and more. By the end of this course, you'll have a solid understanding of the OpenAI API, its capabilities, and associated pricing models to start building scalable cost-effective solutions. Along the way, Kesha shows you how to integrate AI into your everyday projects, utilizing the power of OpenAI to create more intelligent, personalized experiences.

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Artificial Intelligence

Kesha Williams

Instructor's Courses

Kesha Williams is an award-winning technology leader with 26 years of experience in tech. She's passionate about hands-on building and developing the next generation of leaders. Forbes, Amazon Web Services (AWS), and Oracle have applauded her contributions to the technology community. She's recognized, by Amazon, as an AWS Machine Learning Hero, AWS Ambassador, and Alexa Champion. Her expertise in machine learning led her to the TED stage as a winner of TED's Spotlight Presentation Academy, where she trained with the TED Institute. She holds multiple AWS certifications and has leadership training from Harvard Business School. She serves on the Board of Directors for Women in Voice in her spare time. Learn more at http://www.kesha.tech

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.