Generative AI with ChatGPT and OpenAI API

سرفصل های دوره

Start your Generative AI journey today with ChatGPT and OpenAI API

1. Generative AI with ChatGPT and OpenAI - Course Introduction

1. Generative AI with ChatGPT and OpenAI - Course Introduction

2. DO NOT SKIP - Course Downloads.html

2. Playing with ChatGPT

1. Step 01 What is Artificial Intelligence

2. Step 02 Playing with ChatGPT - Getting Started

3. Step 03 Playing with ChatGPT - Coding, Learning and Design

4. Step 04 Playing with ChatGPT - Exploring Technology

5. Step 05 Playing with ChatGPT - Generating Ideas

6. Step 06 Generative AI is NOT Deterministic

3. Getting Started - AI vs ML vs Generative AI

1. Step 01 Getting Started - AI vs ML vs Generative AI

2. Step 02 Understanding Machine Learning vs Traditional Programming

3. Step 03 Understanding Machine Learning Fundamentals - Features and Labels

4. Step 04 Understanding Machine Learning Fundamentals - Steps and Terminology

5. Step 05 The AI Turmoil - My View Point

4. Exploring Generative AI with ChatGPT

1. Step 01 What is Generative AI

2. Step 02 Generative AI - Needs Huge Volumes of Data

3. Step 03 Generative AI - Uses Self Supervised Learning

4. Step 04 Key Step In Generative AI For Text - Predicting Next Word

5. Step 05 Generative AI Text - Uses Tokens instead of Words

6. Step 06 Generative AI Text Training - ChatGPT Uses SFT

7. Step 07 Generative AI Text Training - ChatGPT Uses RLHF

8. Step 08 Exploring Predictive Machine Learning vs Generative AI

5. Understanding Generative AI Landscape

1. Step 01 Exploring Generative AI Terminology - Foundation Models and LLMs

2. Step 02 Exploring Generative AI Landscape

6. Exploring OpenAI Playground

1. Step 01 Getting Started with OpenAI Playground

2. Downloads - We will use gen-ai-prompts.md in next step.html

3. Step 02 Exploring Text Features - Summarization

4. Step 03 Exploring Text Features - Classification

5. Step 04 Exploring Text Features - Extraction and Writing

6. Step 05 Exploring Text Features - Ideation

7. Exploring Prompt Design

1. Step 01 Getting Started with Prompt Design

2. Step 02 Prompt Design - Things to Try - An Exercise

3. Step 03 Giving Examples - ZERO SHOT vs ONE SHOT vs MANY SHOT

4. Step 04 Exploring Prompt Frameworks - RTF, CTF and RASCEF

5. Step 05 Experiment with Parameters

8. Exploring Open AI API

1. Step 01 Getting Started with OpenAI API

2. Step 02 Understanding Pricing of OpenAI APIs

3. We will be using Downloaded Notebooks in the Next Lecture.html

4. Step 03 Exploring Open AI API - Basic Prompting

5. Step 04 Exploring Open AI API - Response Example

6. Step 05 Exploring Open AI API - Prompts With Examples

7. Step 06 Exploring Open AI API - Chat API

8. Step 07 Exploring Open AI API - Image & Audio Examples

9. Exploring Generative AI with OpenAI and ChatGPT further

1. We will be using downloaded notebooks in the next lecture.html

2. Step 01 Tuning Language Models

3. Step 02 What are Embeddings

4. Step 03 Exploring Embeddings with an Example

5. Step 04 Getting Started with LangChain

6. Step 05 Understanding LangChain Fundamentals

7. Step 06 Exploring LangChain - Answering Questions from a Long Article

8. Step 07 Exploring LangChain - Summarization

9. Step 08 Understanding LangChain Chaining

10. Exploring ChatGPT Plus Features

1. Step 01 Exploring ChatGPT Plans

2. Step 02 Getting Started with ChatGPT Plugins

3. Step 03 Exploring ChatGPT Plugins

4. Step 04 Exploring ChatGPT Advanced Data Analysis

11. Generative AI with ChatGPT and OpenAI API - Congratulations

1. Step 01 Generative AI with ChatGPT and OpenAI - Congratulations

2. Bonus Lecture.html

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تولید کننده: Udemy