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In many cases, machine learning algorithms can help marketing analysts find customer segments that would be very difficult to spot through intuition and manual examination of data. TNW Conference ...
Machine learning attitudinal segmentation is not limited to existing secondary data constructs like behavioral segmentation or a small universe of non-randomly-selected respondents like survey-based ...
Machine-learning algorithms use statistics to find patterns in massive* amounts of data. And data, here, encompasses a lot of things—numbers, words, images, clicks, what have you.
Strategies to reduce data bias in machine learning. Chances are that you’re familiar with the concept of bias. It is widespread, turning up in discussions about scientific discoveries, politics ...
“Machine learning is a method of analyzing data using an analytical model that is built automatically, or ‘learned’, from training data,” said Rick Negrin, who is the VP of Product ...
In my October 2022 article, “How to choose a cloud machine learning platform,” my first guideline for choosing a platform was, “Be close to your data.”Keeping the code near the data is ...
Data poisoning is a type of attack that involves tampering with and polluting a machine learning model's training data, impacting the model's ability to produce accurate predictions.
This is part two of my series based on Lomit Patel’s “Lean AI” (O’Reilly, ISBN:978-1-492-05931-8). The first discussed business applications can benefit from supervised learning. This ...
Machine learning is the process by which computer programs grow from experience. This isn’t science fiction, where robots advance until they take over the world. When we talk about machine ...
This article was published on January 20, 2021. Deep tech; How machine learning enhances customer segmentation January 20, 2021 - 10:00 am ...
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