Module 6 - Responsible AI


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The use of artificial intelligence is widespread and with the use of AI systems comes questions transparency, trust, and the role of humans when AI is used.  Responsible AI is an emerging discipline that seeks to provide some frameworks for addressing the questions about AI.  In this module, we will discuss the major areas of Responsible AI, considerations in the enterprise with Responsible AI, and introduce techniques that can help answer questions like is the AI system making the best decisions? Can AI be trusted? Is this AI system secure? This module will use real-world examples and use cases to show how Responsible AI is used right now and some areas where there may be a future impact.

Learning Outcomes

  • Correctly classify the types of Responsible AI by description
  • Distinguish between categories of Responsible AI in the enterprise
  • Correctly apply the appropriate Responsible AI method to do deal with issues like explainability, bias, security, and model debugging

Key:

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Session 1(Slides & Replay): Responsible AI in the Enterprise
Click on View to access the replay and the slides
Click on View to access the replay and the slides Slides and Replay of our first AI Foundations Course session Module 6.
Quiz 1: Responsible AI in the Enterprise
10 Questions  |  4 attempts  |  8/10 points to pass
10 Questions  |  4 attempts  |  8/10 points to pass
Session 2(Slides & Replay): Responsible AI Methods
Click on View to access the replay and the slides
Click on View to access the replay and the slides Slides and Replay of our second AI Foundations Course session Module 6.
Quiz 2: Responsible AI Methods
10 Questions  |  4 attempts  |  8/10 points to pass
10 Questions  |  4 attempts  |  8/10 points to pass
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  • RS

    Passed 10 out of 10 at first try with additional readings... This with additional possibility made the miracle !

    Thanks...

    Reply
  • RS

    I would like to ask to have an additional session on the Topic: feels the test asks for topics not covered in the Course Material ...

    Reply
  • FV

    Hi Rino, thank you so much for your feedback. In today's study session (10 AM PST), Sanyam will be covering supplemental material that will help with this issue. I hope you can attend the study session. An email with more details will be sent out in the next few minutes.

    Reply
  • RS

    Misleading statement:

    7. Global Shapley values are?

    the average of the local Shapley values over every row of a data set

    Ref: https://docs.h2o.ai/driverless...

    "Global Shapley values are the average of the absolute Shapley values over every row of a dataset."

    Reply
  • SM

    Very much unable to solve to Quiz of Module 6, What asked and what taught is completely different. We are taught Driverless AI and how it works but it shows something different after reviewing the YouTube video twice and slides still i am unable to solve them.

    Reply
  • RS

    It is no TEST no. 2 ? Only for part one ?

    Thanks.

    Reply
  • FV

    We are sorry for the delay, we are working  on quiz 2, and it should be available by the end of the day today. Thank you!

    Reply
  • RS

    Question typo:

    6. Companies should expect to. Meet compliance regulations and be done with worrying about Responsible AI Reply
  • FV

    Hi Rino, thank you for your feedback. We will fix this as soon as possible.

    Reply