Building Responsible | Ethical AI Systems-Risk of GEN AI

سرفصل های دوره

Understand the risks associated with AI and how to navigate the ethical side when creating Generative AI Systems

1 - Introduction

1 - Introduction

2 - Asimovs 3 Laws of Robotics First regulation of AI

3 - What is GEN AI Used for

4 - Demo On AI Capabilities

5 - DEMO Why we need ethical and responsible AI Systems

6 - History of AI from 1950 to 2024

2 - Introduction to Generative AI a quick look under the hood

7 - What makes up AI

8 - Where do Large Language ModelsLLM fit into AI

9 - What are Tokens

10 - Natural Language Processing

11 - Types of Machine Learning

12 - Machine Learning Supervised ML

13 - Machine Learning Unsupervised ML

14 - Machine Learning Reinforced ML

15 - Neural Networks and Deep Learning

16 - What is a Large Language Model LLM

17 - Generative AI What it is

3 - Introduction to CHAT GPT

18 - What is CHAT GPT

19 - Chat GPT Features Bing Browsing

20 - Chat GPT Custom Plugins

21 - Chat GPT DALLE Image generation

22 - Chat GPT Feature Code Interpreter

23 - Chat GPT Build your own custom GPT

4 - Introduction to Google Gemini

24 - What is Google Gemini

25 - Access to Google Gemini

26 - Files and URL Manipulation

27 - Image Generation with Google Gemini

28 - Scan Youtube Videos

29 - Plot Charts and Graphs

5 - General Consensus on Regulating AI

30 - EU AI Regulation

30 - cellar-e0649735-a372-11eb-9585-01aa75ed71a1.0001.02-DOC-1.pdf

31 - Google Approach to Ethical AI

32 - Meta Approach to Ethical AI

33 - Microsoft Approach to Ethical AI

33 - Microsoft-Responsible-AI-Standard-v2-General-Requirements-0.pdf

6 - Risks associated with AI

34 - AI and Biases

35 - GEN AI and Privacy

36 - GEN AI and Intellectual Property

37 - DEMO CHAT GPT DALLE3 Watermark

38 - Hallucinations

39 - GEN AI and Fair Access to Information

40 - Gen AI and Misinformation or Disinformation

41 - OPENAICHAT GPT Moderation Service

42 - Google Moderation Service

43 - GEN AI and Deep Fake

44 - GEN AI and Manipulation

45 - Economic Impact of GEN AI

46 - Over Reliance on AI Content

7 - The end

47 - Artificial General Intelligence Skynet scenario

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تولید کننده: Udemy