Generative AI for Java Developers with Azure OpenAI ChatGPT

سرفصل های دوره

Unlock the Future of AI using the powerful OpenAI models in the secured and reliable Azure Cloud

1 - Introduction

1 - Introduction

2 - How to make the best of this course

3 - Github Url

2 - The Fundamentals

4 - What is AI

5 - What is Generative AI

6 - What is OpenAI

3 - ChatGPT Crash Course

7 - Introduction

8 - ChatGPT in action

9 - Prompt Engineering

10 - Summarize

11 - Expand

12 - Research and Plan

13 - Code

14 - Classification

15 - Market

16 - Translate

17 - Conditional Prompts

18 - Structured Output

19 - Sample Data

20 - ChatGPT

4 - Azure OpenAI Service

21 - What is Azure OpenAI Service

22 - Setup Azure OpenAI Service Account

23 - Documentation and Models List

24 - Pricing Quotas and Limits

25 - Deploy Azure OpenAI Service

5 - Text Processing

26 - Azure OpenAI Studio

27 - Access the model from Playground

28 - Setup Postman

29 - Access API from PostMan

30 - Deploy the model

31 - Pass Parameters

32 - Setup Java Project

33 - Configure API Key

34 - Code Walk Through

35 - Access API Programatically

36 - Get Multiple Responses

37 - Deploy as WebApp

38 - Completions Play Ground

39 - Content Filters

40 - Content Filtering in Action

6 - Using Image Models

41 - Introduction

42 - Using DALLE in studio

43 - Using DALLE API

44 - Few More Options and Handling Errors

7 - Embeddings

45 - Introduction

46 - Deploy a Embeddings Model

47 - Generate Embeddings

48 - Finding Similarity

8 - Audio

49 - Introduction

50 - Deploy Azure OpenAI Service

51 - Deploy Models and Update Key

52 - Whisper Playground

53 - Transcribe

54 - Translate

55 - Mix Models

9 - Using Your Own Data

56 - Introduction

57 - Cognitive Search

58 - Ingestion

59 - Usecase

60 - Create the required resources

61 - Use Keyword Search

62 - Use Hybrid Search

63 - Clean Up Resources

10 - Fine Tuning

64 - Introduction

65 - Use Case and Data

66 - Deploy Azure OpenAI Service

67 - Fine Tuning from Studio

68 - Python Code WalkThrough

68 - finetuning-demo.zip

69 - Fine Tuning Using API

70 - Clean Up

11 - More API Programs

71 - Streaming

72 - Async Processing

12 - Wrap Up

73 - Bonus Lecture

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تولید کننده: Udemy