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I was given 3 GB of Machine Generated data being fed by 120 sensors (5 records every second) in an excel format. The task in… Read More »Multivariate Outlier Detection

Machine learning applications require powerful and scalable computing systems that can sustain the high computation complexity of these applications. Companies that are working on the… Read More »How to save over $200k on your next machine learning project

PyTorch is known for being a clean framework, and hence it was a challenging task to achieve the production capability and flexibility needed for research.… Read More »Serving with the PyTorch model – Flask

The supply chain of today is governed by the manufacturer, wholesaler, retailer, and businesses operating in between. Not only has the concept of a supply… Read More »Digital Supply Chain: Connecting the Dots of Design to Operate SCM Processes

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python,… Read More »29 Statistical Concepts Explained in Simple English – Part 12

Cross validation is a technique commonly used In Data Science. Most people think that it plays a small part in the data science pipeline, i.e.… Read More »Understanding Cross Validation across the Data Science pipeline

Here I want to present my new book on advanced algorithms for data-intensive applications named “Probabilistic Data Structures and Algorithms in Big Data Applications” (ISBN: 9783748190486).… Read More »New book on Advanced Data Structures and Algorithms for Big Data Applications

Summary: Especially in consumer goods and retail the value of AI/ML is only part of the story.  AI/ML will increasingly need to integrate with helper… Read More »Where AI/ML Creates Value in Consumer Goods & Retail and Where It Needs Help

This article was written by Swati Kashyap. Swati is a data science & analytics enthusiast. Currently,she is learning data science at Analytics Vidhya. Mathematics & Statistics are… Read More »19 MOOCs on Mathematics & Statistics for Data Science & Machine Learning