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Machine Learning Articles

Get insights & best practices into AI & machine learning to drive data transformation, upskill, and build data cultures. Discover how you can use ML in your work.
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Data Science

Data Science in Marketing: Customer Churn Rate Prediction

Learn how to use Python machine learning models to predict customer churn rates, turning marketing data into meaningful insights.

Elena Kosourova

March 28, 2022

Data Science

Data Science in Sales: Customer Sentiment Analysis

Learn how data science can be used to analyze customer emotions and deliver valuable insights for sales optimization.
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Elena Kosourova

March 23, 2022

Data Science

Data Science in Banking: Fraud Detection

Learn how data science is implemented in the banking sector by exploring one of the most common use cases: fraud detection.
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Elena Kosourova

March 21, 2022

Kevin Babitz

July 30, 2021

Machine Learning

GPT-3 and the Next Generation of AI-Powered Services

How GPT-3 expands the world of possibilities for language tasks—and why it will pave the way for designers to prototype more easily, streamline work for data analysts, enable more robust research, and automate content generation.
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Adel Nehme

November 6, 2020

Machine Learning

How to Ethically Use Machine Learning to Drive Decisions

Having good quality data requires strong data foundations, along with a commitment to monitoring models and removing bias.
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Joyce Chiu

August 31, 2020

Machine Learning

Measuring Bias in Machine Learning: The Statistical Bias Test

This tutorial will define statistical bias in a machine learning model and demonstrate how to perform the test on synthetic data.
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DataRobot Inc

May 5, 2020

Machine Learning

How to Make Time for Learning—Without Losing Productivity

Find out how to prioritize continuous learning to influence business outcomes and reach your own professional goals.
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Joyce Chiu

May 4, 2020

Machine Learning

The Many Business Applications of Machine Learning

Learn why machine learning is so crucial to conducting better business, and how our new machine learning scientist career tracks can help you tackle your business problems.
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Joyce Chiu

December 2, 2019