2021 Apr Products, Services

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The Three Edge Case Culprits: Bias, Variance, and Unpredictability

Edge cases occur for three basic reasons: Bias – the ML system is too ‘simple’; Variance – the ML system is too ‘inexperienced’; Unpredictability – the ML system operates in an environment full of surprises. How do we recognize these edge cases situations, and what can we do about them?

By iMerit on Apr 22, 2021 in Bias, iMerit, Machine Learning, Variance
6 Mistakes To Avoid While Training Your Machine Learning Model

While training the AI model, multi-stage activities are performed to utilize the training data in the best manner, so that outcomes are satisfying. So, here are the 6 common mistakes you need to understand to make sure your AI model is successful.

By Cogito Tech on Apr 15, 2021 in Computer Vision, Data Labeling, Machine Learning, Mistakes
Start a Career in a Growing Field with Google’s Data Analytics Professional Certificate

Google's recently launched Data Analytics Professional Certificate on Coursera is great for anyone, regardless of background or experience. The program is completely online, self-paced, and costs $39 per month. Interested in preparing for a new career in a high-growth field?

By Coursera on Apr 7, 2021 in Certificate, Coursera, Data Analytics, Google
How Noisy Labels Impact Machine Learning Models

Not all training data labeling errors have the same impact on the performance of the Machine Learning system. The structure of the labeling errors make a difference. Read iMerit’s latest blog to learn how to minimize the impact of labeling errors.

By iMerit on Apr 6, 2021 in Data Labeling, Data Preparation, iMerit, Machine Learning

2021 Apr Products, Services

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