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Afaghasanly
Afaghasanly

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Jun 23, 2021

Biasness in AI — part 4

How to deal with data bias? How can we resolve bias issues in models and data? Welcome to 4th and last part of the series where I try to discuss and mention solutions which can be used against biases. The first and hard step in creating an AI model is acknowledging that your model and data may have bias and check for it and find the…

Machine Learning

5 min read

Biasness in AI — part 4
Biasness in AI — part 4
Machine Learning

5 min read


Jun 23, 2021

Biasness in AI- part 3

Biased model, Biased me Biased model This is 3rd part of the series in the biased data topic where I mostly touch biased models and data analysts. In the previous section, we mentioned human-produced data mostly, but those are not the only data source for us in the world of big data. We still collect data…

Bias

4 min read

Biasness in AI- part 3
Biasness in AI- part 3
Bias

4 min read


Jun 23, 2021

Biasness in AI— part 2

Bias in Data In recent years, machine learning algorithms’ successful application, leads every business owner to adopt this new technology and use it for various purposes such as advertising, recommendation, image recognition, etc. Besides, these kinds of algorithms and models are becoming trustful partners in serious domains like health-care system, crime prediction (social…

Bias

4 min read

Biasness in AI— part 2
Biasness in AI— part 2
Bias

4 min read


Jun 23, 2021

Introduction to biasness in AI — part 1

“You are what you eat.” I consider most people heard this saying once in a lifetime. Even though it was addressed to humans, it is more acceptable for our AI systems and algorithms [6]. “Artificial intelligence is only smart as the information it is fed.”[4]. In short, if we give…

Artificial Intelligence

3 min read

Introduction to biasness in AI — part 1
Introduction to biasness in AI — part 1
Artificial Intelligence

3 min read

Afaghasanly

Afaghasanly

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Data analyst

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