Generative AI with Google – Bard, PaLM API and Google Cloud

سرفصل های دوره

Start your Generative AI journey today with Google Bard, PaLM API & Google Cloud Generative AI Studio

1 - Introduction

1 - Generative AI with Google Course Introduction

2 - DO NOT SKIP Course Downloads.html

2 - Getting Started with Google Bard

3 - Step 01 What is Artificial Intelligence

4 - Step 02 Playing with Bard Getting Started

5 - Step 03 Playing with Bard Coding Learning and Design

6 - Step 04 Playing with Bard Exploring Technology

7 - Step 05 Playing with Bard Generating Ideas

8 - Step 06 Generative AI is NOT Deterministic

3 - Getting Started AI vs ML vs Generative AI

9 - Step 01 Getting Started AI vs ML vs Generative AI

10 - Step 02 Understanding Machine Learning vs Traditional Programming

11 - Step 03 Understanding Machine Learning Fundamentals Features and Labels

12 - Step 04 Understanding Machine Learning Fundamentals Steps and Terminology

13 - Step 05 The AI Turmoil My View Point

4 - Exploring Generative AI Fundamentals

14 - Step 01 What is Generative AI

15 - Step 02 Generative AI Needs Huge Volumes of Data

16 - Step 03 Generative AI Uses Self Supervised Learning

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

18 - Step 05 Generative AI Text Uses Tokens instead of Words

19 - Step 06 Exploring Predictive Machine Learning vs Generative AI

5 - ML in Google Cloud An Overview

20 - Step 01 ML in Google Cloud Traditional Landscape

21 - Step 02 ML in Google Cloud 1 Using Machine Learning API

22 - Step 03 ML in Google Cloud 2 Custom Models without ML expertise

23 - Step 04 ML in Google Cloud 3 Build Complex Custom Models

24 - Step 05 Creating GCP Google Cloud Platform Account

25 - Downloads We will use the cloud images in Next Step.html

26 - Step 06 ML in Google Cloud Quick Demo

6 - Generative AI with Google and Google Cloud Quick Overview

27 - Step 01 Generative AI with Google and Google Cloud Quick Overview

28 - Step 02 Exploring Generative AI Foundation Models

29 - Downloads We will use generate ai studio gen ai prompts file in next step.html

30 - Step 03 Exploring Text Features Summarization

31 - Step 04 Exploring Text Features Classification

32 - Step 05 Exploring Text Features Extraction

33 - Step 06 Exploring Text Features Ideation

7 - Getting Started with Prompt Design

34 - Step 01 Getting Started with Prompt Design

35 - Step 02 Giving Examples ZERO SHOT vs ONE SHOT vs MANY SHOT

36 - Step 03 Exploring Prompt Frameworks RTF CTF and RASCEF

37 - Step 04 Experiment with Parameters

8 - Exploring Vertex AI PaLM API and Generative AI Studio Further

38 - Step 00 Executing Vertex AI PaLM API from Vertex AI Workbench

39 - Step 01 Exploring Vertex AI PaLM API Text Model API

40 - Step 02 Exploring Chat Model

41 - Step 03 Exploring Code Models

42 - Step 04 Exploring Image Models

43 - Step 05 Exploring Speech Models

44 - Step 06 Cloud Best Practice Stop Unused Resources User Managed Notebook

9 - Exploring Generative AI Further

45 - Step 01 Tuning Language Models

46 - Step 02 What are Embeddings

47 - Downloads We will use generative ai studio notebooks in the next step.html

48 - Step 03 Exploring Embeddings with an Example

49 - Step 04 Getting Started with LangChain

50 - Step 05 Understanding LangChain Fundamentals

51 - Step 06 Exploring LangChain Answering Questions from a Long Article

52 - Step 07 Exploring LangChain Summarization

53 - Step 08 Executing Vertex AI PaLM API From Colab

10 - Exploring Other Google Generative AI Offerings

54 - Step 00 Generative AI App Builder is NOT GA yet

55 - Step 01 Getting Started Generative AI App Builder

56 - Step 02 00 MakerSuite and PaLM API are NOT GA yet

57 - Step 02 01 Getting Started PaLM API and MakerSuite

58 - Step 03 Cloud Best Practice Delete Unused Resources User Managed Notebook

11 - Google AI Principles and Responsible AI practices

59 - Google AI Principles and Responsible AI practices

12 - Generative AI with Google Congratulations

60 - Generative AI with Google Congratulations

61 - Bonus Lecture.html

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تولید کننده: Udemy