A.I./M.L./Data Science , Business & Tech

Small Data, Big Advancements: Innovations in Machine Learning Techniques for Small Data Sets

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Machine learning algorithms are typically data-hungry and require large amounts of data to train accurate models. However, in real-world scenarios, obtaining large amounts of data can be a challenging task. In such cases, it becomes necessary to explore the techniques that can be employed to train models with smaller data […]

A.I./M.L./Data Science

Hyperparameters: Understanding the Control Knobs of Machine Learning Algorithms

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Machine learning algorithms are widely used for solving complex problems such as image recognition, natural language processing, and many others. However, building a good machine learning model involves selecting the right set of parameters and hyperparameters. In this blog post, we will discuss hyperparameters, their significance, and ways to optimize […]