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[ TutGee.com ] Linkedin - Data Ethics - Making Data-Driven Decisions (2022)
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Most companies have complex computer algorithms deciding who gets a bank loan, job interview, or health insurance. Do you have an ethical obligation to explain the decision-making back to your customer? How do you design systems that are free of gender or racial bias? These systems will define your organization. Yet many of these decisions aren’t happening in the boardroom. Instead they’re made in much smaller meetings with people just like you—project managers, business analysts, directors, and software developers. This course gives you the skills you need to make the best decisions. Instructor Doug Rose helps you consider the duties you have to your customer, think about the consequences of your algorithms’ decisions, and acting virtuously when wrestling with key data ethics challenges.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Ethical decisionmaking.mp4
22.7 MB
~Get Your Files Here !/01 - Introduction/01 - Ethical decisionmaking.mp4.jpg
200.7 KB
~Get Your Files Here !/01 - Introduction/01 - Ethical decisionmaking.srt
2.3 KB
~Get Your Files Here !/02 - 1. Thinking about ethics/01 - Being a moral company.mp4
38.1 MB
~Get Your Files Here !/02 - 1. Thinking about ethics/01 - Being a moral company.srt
5.7 KB
~Get Your Files Here !/02 - 1. Thinking about ethics/02 - How to approach ethics.mp4
41.6 MB
~Get Your Files Here !/02 - 1. Thinking about ethics/02 - How to approach ethics.srt
5.6 KB
~Get Your Files Here !/02 - 1. Thinking about ethics/03 - Start with ethical objectivism.mp4
51.4 MB
~Get Your Files Here !/02 - 1. Thinking about ethics/03 - Start with ethical objectivism.srt
6.6 KB
~Get Your Files Here !/02 - 1. Thinking about ethics/04 - Think about your categorical imperatives.mp4
41.7 MB
~Get Your Files Here !/02 - 1. Thinking about ethics/04 - Think about your categorical imperatives.srt
5.7 KB
~Get Your Files Here !/02 - 1. Thinking about ethics/05 - What would a virtuous person do.mp4
45 MB
~Get Your Files Here !/02 - 1. Thinking about ethics/05 - What would a virtuous person do.srt
6 KB
~Get Your Files Here !/02 - 1. Thinking about ethics/06 - The seven major data ethics challenges.mp4
42.5 MB
~Get Your Files Here !/02 - 1. Thinking about ethics/06 - The seven major data ethics challenges.srt
5.1 KB
~Get Your Files Here !/03 - 2. Decision Traceability/01 - The right to algorithmic traceability.mp4
41.5 MB
~Get Your Files Here !/03 - 2. Decision Traceability/01 - The right to algorithmic traceability.srt
6.2 KB
~Get Your Files Here !/03 - 2. Decision Traceability/02 - Data accessibility and comprehensibility.mp4
44 MB
~Get Your Files Here !/03 - 2. Decision Traceability/02 - Data accessibility and comprehensibility.srt
6.2 KB
~Get Your Files Here !/03 - 2. Decision Traceability/03 - Can anyone access their data.mp4
40.2 MB
~Get Your Files Here !/03 - 2. Decision Traceability/03 - Can anyone access their data.srt
6 KB
~Get Your Files Here !/03 - 2. Decision Traceability/04 - Trace your black box decisions.mp4
43.7 MB
~Get Your Files Here !/03 - 2. Decision Traceability/04 - Trace your black box decisions.srt
6.1 KB
~Get Your Files Here !/03 - 2. Decision Traceability/05 - Open the box with Explainable AI (XAI).mp4
41.6 MB
~Get Your Files Here !/03 - 2. Decision Traceability/05 - Open the box with Explainable AI (XAI).srt
6.6 KB
~Get Your Files Here !/03 - 2. Decision Traceability/06 - Self-driving cars' trolley problem.mp4
42.6 MB
~Get Your Files Here !/03 - 2. Decision Traceability/06 - Self-driving cars' trolley problem.srt
6.1 KB
~Get Your Files Here !/03 - 2. Decision Traceability/07 - Decide how to crash a self-driving car.mp4
40.5 MB
~Get Your Files Here !/03 - 2. Decision Traceability/07 - Decide how to crash a self-driving car.srt
6 KB
~Get Your Files Here !/04 - 3. Objectivity/01 - What does data objectivity mean.mp4
46.4 MB
~Get Your Files Here !/04 - 3. Objectivity/01 - What does data objectivity mean.srt
6.5 KB
~Get Your Files Here !/04 - 3. Objectivity/02 - Ways to think about bias.mp4
40.4 MB
~Get Your Files Here !/04 - 3. Objectivity/02 - Ways to think about bias.srt
5.8 KB
~Get Your Files Here !/04 - 3. Objectivity/03 - How to fix data bias.mp4
39.4 MB
~Get Your Files Here !/04 - 3. Objectivity/03 - How to fix data bias.srt
6 KB
~Get Your Files Here !/04 - 3. Objectivity/04 - Can data be objective.mp4
43 MB
~Get Your Files Here !/04 - 3. Objectivity/04 - Can data be objective.srt
6.2 KB
~Get Your Files Here !/04 - 3. Objectivity/05 - What is fairness.mp4
40 MB
~Get Your Files Here !/04 - 3. Objectivity/05 - What is fairness.srt
6 KB
~Get Your Files Here !/05 - Conclusion/01 - Next steps.mp4
16.4 MB
~Get Your Files Here !/05 - Conclusion/01 - Next steps.srt
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