Satyam Kumar
Consultant at Nomura Research Institute
Expertise: Data science, machine learning
Education: Institute of Engineering and Management
Satyam Kumar is a consultant for the Nomura Research Institute, with a background in machine learning and data science. Kumar has worked in data science since 2020, and previously worked as a data scientist for Abzooba. He frequently writes about software development, data science and machine learning. Kumar holds a bachelor’s degree in computer science from the Institute of Engineering and Management.
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Anomaly detection is an unsupervised technique to identify data points that don’t confirm the normal behavior in the data. These are some of the most common algorithm techniques for detecting anomalies.
C-means clustering is a clustering technique that groups data points into different clusters and assigns a probability score, allowing a data point to belong to multiple clusters to varying degrees. Here’s how it works and how to install it on Python.