Exploring The Technologies Behind ChatGPT & OpenAI

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Justin Coleman

50:45

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1 - Welcome

1 - Introduction.mp4

01:08

2 - Getting started

2 - Reinforcement Learning.mp4

04:44

3 - Learning OpenAI Software.mp4

01:35

4 - An Introduction to Reinforcement Learning.mp4

02:26

5 - Learn More About Reinforcement Learning.mp4

03:21

6 - Learn and Understand OpenAI.mp4

04:42

7 - Learn and Understand OpenAI Environments.mp4

00:39

8 - MDP Learn and Understand Markov Decision Processes.mp4

01:48

9 - Learn How to Solve Reinforcement Learning Problems.mp4

05:29

3 - Solving Reinforcement Learning Problems using OpenAIChatGPT

10 - OpenAIChatGPT Solving Reinforcement Learning Problems 1.mp4

03:53

11 - OpenAIChatGPT Solving Reinforcement Learning Problems 2.mp4

02:46

12 - OpenAIChatGPT Solving Reinforcement Learning Problems 3.mp4

02:08

13 - OpenAIChatGPT Solving Reinforcement Learning Problems 4.mp4

02:52

4 - Deep Reinforcement Learning with OpenAI ChatGPT

14 - Introduction.mp4

04:51

15 - Solving Two Deep Reinforcement Learning Problems.mp4

08:23

Description

Learn and Understand Reinforcement Learning from Human Feedback (RLHF) & OpenAI's ChatGPT.

What You'll Learn?

Learn How to Use OpenAI's Software
Installing and Managing Reinforcement Learning Software
Understanding Reinforcement Learning from Human Feedback (RLHF)
Understanding Concepts of Reinforcement Learning
Using Reinforcement Learning to Solve a Variety of Problems
Exploring GPT-3.5 & ChatGPT

Who is this for?

Anyone interested in ChatGPT

Anyone interested in Reinforcement Learning from Human Feedback (RLHF)

More details

Description
Note: This course will be regularly updated.
Welcome to this course on reinforcement learning and OpenAI ChatGPT! In this course, you'll get a comprehensive introduction to the exciting field of from Human Feedback (RLHF) and learn how to use the OpenAI software such as ChatGPT to solve complex problems. ChatGPT is a prototype artificial intelligence chatbot developed by OpenAI which specializes in dialogue. The chatbot is a large language model fine-tuned with both supervised and reinforcement learning techniques. It is a fine-tuned version of a model in OpenAI's GPT-3.5 family of language models.

But first, let's make sure you have the necessary background to get the most out of this course. You should have some basic Python programming experience, a good understanding of math, familiarity with the Linux and Bash terminal, and know how to use Jupyter notebooks.

Now, let's dive into the details. You'll start by learning the key terminology and concepts of reinforcement learning, and how it can be used to solve a variety of problems. You'll then learn how to install and manage reinforcement learning software, and become proficient with OpenAI's API and ChatGPT.

You'll also learn how to determine if a problem is best suited for reinforcement learning, and see examples of how to apply reinforcement learning to solve problems in computer games. By the end of this course, you'll have a solid foundation in Reinforcement Learning from Human Feedback (RLHF) and the skills to start tackling your own reinforcement learning problems.

So get ready to dive into the exciting world of Reinforcement Learning from Human Feedback (RLHF) and OpenAI's ChatGPT â€“ the possibilities are endless!
Who this course is for:
Anyone interested in ChatGPT
Anyone interested in Reinforcement Learning from Human Feedback (RLHF)

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Hi. I am a data scientist and artificial intelligence enthusiast with a background in Information Technology, I have a strong skillset in developing solutions to optimization problems that involve uncertainty. My projects have included predicting user behavior and engagement on social media apps, designing adaptive testing software, and specializing in custom reinforcement learning algorithms for control problems with limited inputs. My research focus is on applying deep learning and reinforcement learning techniques, particularly in the areas of natural language processing and computer vision, to practical implementations. Overall, I have a passion for finding innovative ways to solve complex problems and drive positive outcomes.

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