Articles by Nagdev

Predictive Maintenance: Zero to Deployment in Manufacturing

April 7, 2020 | Nagdev

Predictive maintenance has been seen as a holy grail for cost cutting manufacturing. There are various steps involved in just feasibility study such as problem identification, sensor installation, signal processing, feature extraction and analysis, and finally modeling. Once a reliable and robust model is developed, the model has to be ...
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Free coding education in the time of Covid-19

April 6, 2020 | Nagdev

At the time of this COVID 19, there are tons of resources being offered for free to update your skills. If you are an ML enthusiast. and want to learn on how to program then check our both sections related to R and Python. R Harvard has always had free training ...
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AutoML Frameworks in R & Python

April 1, 2020 | Nagdev

In last few years, AutoML or automated machine learning as become widely popular among data science community. Big tech giants like Google, Amazon and Microsoft have started offering AutoML tools. There is still a split among data scientists when it… Read More AutoML Frameworks in R & Python
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Top Data Science Blogs

April 1, 2020 | Nagdev

As a data scientist, I always seek to learn about out new tools and techniques. Although research papers are a great resource to learn, they are mostly either theoretical or lack in hands on explanation. Blogs are a great way… Read More Top Data Science Blogs [...Read more...]

Data Science in Manufacturing: An Overview

February 27, 2020 | Nagdev

Original article published in In the last couple of years, data science has seen an immense influx in various industrial applications across the board. Today, we can see data science applied in health care, customer service, governments, cyber security, mechanical, aerospace, and other industrial applications. Among these, manufacturing ...
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MinIO for Machine Learning Model Storage using Python

January 13, 2020 | Nagdev

MinIO is a object storage database which uses S3(from Amazon). This is a very convenient tool in for data scientists or machine learning engineers to easily collaborate and share data and machine learning models. MinIO is a cloud storage server compatible with Amazon S3, released under Apache License v2. ... [...Read more...]

Top 8 Docker Images for Data Science

March 1, 2019 | Nagdev

Dockerizing Data Science: Introduction PreReqs: Docker, images, and containers Dockerizing data science packages have become more relevant these days mainly because you can isolate your data science projects without breaking anything. Dockerizing data science projects also make most of your projects portable and sharable and not worrying about installing right ... [...Read more...]

Using Cassandra Through R

December 11, 2018 | Nagdev

In the last couple of years, there has been a lot of buzz around open source community. Almost every day, there are a lot of tools being open sourced. With a ton of open source tools in the market, don’t expect to have drivers built for every platform. I ... [...Read more...]