OpenAI & ChatGPT API's: Expert Fine-tuning for Developers

API, ChatGPT, Prompt Engineering, Finetuning, OpenAI, Integrate ChatGPT, Business AI, Generative AI, Chat GPT 4

4.42 (912 reviews)

Udemy

platform

English

language

Data Science

What you will learn

Understand key concepts of fine-tuning pre-trained models.

Learn to determine if fine-tuning is appropriate for a specific problem.

Identify types of pre-trained models and their strengths and weaknesses.

Prepare data for fine-tuning with tokenization and encoding.

Fine-tune a pre-trained model for a specific NLP application

Why take this course?

In this course, you will discover the power of GPT-3 in creating conversational AI solutions.

We will start with an introduction to chatbots and their use cases, and then dive deep into GPT-3 and its capabilities. You will learn how to fine-tune the model for specific tasks, such as customer service, lead generation, or entertainment. We will cover techniques for improving the accuracy and fluency of the chatbot's responses, as well as strategies for handling user input and managing conversation flow.

Next, we will explore different ways to integrate GPT-3 chatbots with various platforms and channels, such as messaging apps, voice assistants, and social media. You will learn how to use APIs and SDKs to connect your chatbot to these platforms and leverage their features, such as natural language processing, voice recognition, or rich media support. We will also cover best practices for designing chatbot user interfaces and testing and deploying your chatbot in production.

By the end of this course, you will have a solid understanding of how GPT-3 works and how to use it to build powerful and engaging chatbots for your business or personal projects. You will have hands-on experience with fine-tuning GPT-3 models and integrating them with various platforms and channels, and you will be ready to apply these skills in real-world scenarios.

Screenshots

OpenAI & ChatGPT API's: Expert Fine-tuning for Developers - Screenshot_01

OpenAI & ChatGPT API's: Expert Fine-tuning for Developers - Screenshot_02

OpenAI & ChatGPT API's: Expert Fine-tuning for Developers - Screenshot_03

OpenAI & ChatGPT API's: Expert Fine-tuning for Developers - Screenshot_04

Reviews

Chris

November 29, 2023

Somewhat dry but also full of good data preparation techniques that are different than the ML ones I had learned already. One of the few tutorials I've seen so far for generating code via prompt engineering.

David

November 28, 2023

entry level to open ai fine tuning ...shame mainly windows cmd rather than jupyter notebooks and no coverage of open source models

Peter

November 11, 2023

Honest opinion, I feel this course was a not good. The title says: "expert" fine tuning for developers. But then we execute code in windows cmd. When we tested the model, there was no way to tell if the responses where coming from the new dataset or the original training. The course has no graphics explaining concepts, no slides. There are even spelling errors in the title of some videos. There are many aspects of the process that are not explained at all. She doesn't even write her own code, she just asks for ChatGPT to do it. Maybe that explains why she doesn't use an IDE like every developer on the planet. The author should consider removing the "expert" part of the title.

Juan

November 8, 2023

Directly to the practice. I wanted to see more about each model in the examples, because pricing difference is so high.

Olivier

November 6, 2023

You should spend less time reading what you are typing and more time explaining why you are doing what you are doing. There is no high-level explanation, just a series of tasks, usually loosely related. This course taught me very little.

Murali

November 4, 2023

I thoroughly enjoyed the chatbot course. The content was well-structured, the instructor was excellent, and the practical exercises were valuable. The balance between theory and application was just right. The course materials were comprehensive. I feel more confident in chatbot development now and highly recommend this course.

Shridhar

October 22, 2023

Differences between the models are not clearly explained. It was very short. Having some examples on use cases for models could have been better. While designing the chatbot, you could have used the fine-tuned model instead to get a feel.

Jean-Seb

September 23, 2023

Nice training about using the api part of openai. I like the different glimpses given by Mariame about her stack and way to bypass all the complexity and going straight to practice. Great training. I expect to have more content from you.

Stephen

September 14, 2023

Very good and simple for business person not dev to know the journey so we can intruct better with our visions

Claudio

August 31, 2023

First teacher I've seen on this topic approach the data gathering as the most important part of the process. Thank you

Christian

August 10, 2023

Meine Aufgabe ist es einen chat bot auf Basis von ChatGPT Modellen für die öffentliche Verwaltung zu erstellen. Ich bin langjähriger Software Entwickler und beschäftige mich mit KI seit fünf Jahren, konnte meine Kunden aber nicht überzeugen darin zu investieren. Das hat sich mit ChatGPT geändert.

Charts

Price

Rating

Enrollment distribution

OpenAI & ChatGPT API's: Expert Fine-tuning for Developers - Distribution chart