🔥AI Bias | AI Bias And Ethics | AI Bias Examples | Algorithmic Bias | Gen AI | Simplilearn

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In this video on AI Bias, we will cover AI Bias, including what it is, how it happens, and ways to avoid it. You’ll learn about real-world examples of AI bias and the potential risks it poses in everyday decisions like hiring and credit approvals. We’ll explain What AI Bias is and how it develops through biased data and algorithms. We’ll also highlight the sources of bias, such as human influence and flawed data selection, that can lead to unfair outcomes. Lastly, we’ll provide tips on how to avoid bias in AI models to ensure fair and accurate results.

Below are the topics covered in this video:

00:00 Introduction to AI bias
00:00 What is AI Bias
00:00 Sources of AI Bias
00:00 How To avoid ai bias?

✅ What are some famous examples of AI bias?
Some examples of AI bias include:
Gender bias
Age-based discrimination

✅ What are AI bias class 10 examples?
For example: Let us consider that a person Mr. X likes a color 'Red' very much. Now, if another dataset stores that 'Red' colour is preferred for aggressive nature, then without much representation, this dataset may link that person with aggressive nature. So this is an example of AI bias.

✅ What is an example of AI bias in healthcare?
Other cases of potential AI bias involved algorithms studying cases of heart failure, cardiac surgery, and vaginal birth after cesarean delivery (VBAC), in which an AI algorithm led Black patients to get more cesarean procedures than were necessary, according to Chin.2

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