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Assessing the business risk of AI bias

CIO

AI doesn’t get better than the data it’s trained on. In the US, authorities are now using new laws to enforce instances of discrimination due to prejudicial AI, and the Consumer Financial Protection Bureau currently investigates housing discrimination due to biases in algorithms for lending or housing valuation.

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How Prompt-Based Development Revolutionizes Machine Learning Workflows

Mentormate

In a previous blog post, we introduced a five-phase framework to plan out Artificial Intelligence (AI) and Machine Learning (ML) initiatives. The Traditional Machine Learning Workflow Initiating a traditional ML project begins with collecting data. Afterward, the data is labeled to create training and testing datasets.

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Machine Learning for Fraud Detection in Streaming Services

Netflix Tech

Data analysis and machine learning techniques are great candidates to help secure large-scale streaming platforms. We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them.

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List of Top 10 Machine Learning Examples in Real Life

Openxcell

Earlier humans were the only ones who had the potential to learn from their past experiences. But with technological progress, machines also evolved their competency to learn from experiences. This buzz about Artificial Intelligence and Machine Learning must have amused an average person. Want to know?

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Evolving from Rule-based Classifier: Machine Learning Powered Auto Remediation in Netflix Data…

Netflix Tech

In this blog post, we present our project on Auto Remediation, which integrates the currently used rule-based classifier with an ML service and aims to automatically remediate failed jobs without human intervention. Therefore, the operational cost increases linearly with the number of failed jobs.

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AI and generative AI are revolutionizing manufacturing…here’s how

CIO

Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI). Process optimization In manufacturing, process optimization that maximizes quality, efficiency, and cost-savings is an ever-present goal.

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Top 8 challenges IT leaders will face in 2024

CIO

2023 was a year made notable by a range of unexpected, unpredictable, and fast-moving challenges that, despite seemingly having little to do with technology, had profound impacts on IT strategies. He attributes the cautious attitude of tech leaders to elevated inflationary pressures and higher interest rates.

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