Ajitesh Kumar

8 Key Steps to Follow When Solving A Machine Learning Problem

This article represents some of the key steps one could take in order to create most effective model to solve…

11 years ago

Machine Learning – How to Debug Learning Algorithm for Regression Model

This article represents some of the key reasons for larger prediction error while working with regression models and, what one…

11 years ago

Machine Learning – How to Diagnose Underfitting/Overfitting of Learning Algorithm

This article represents technique that could be used to identify whether the Learning Algorithm is suffering from high bias (under-fitting)…

11 years ago

Machine Learning – 7 Steps to Train a Neural Network

This article represents some of the key steps required to train a neural network. Please feel free to comment/suggest if…

11 years ago

Data Science – 8 Steps to Multiple Regression Analysis

This article represents a list of steps and related details that one would want to follow when doing multiple regression…

11 years ago

Big Data – Top Education Resources from MIT

This article represents information on Big Data initiative from MIT (Massachusetts Institute of Technology) including bookmarks on lecture notes related…

11 years ago

Weekly Roundup – Machine Learning & Statistics Bookmarks – 02 Feb 2015

This article represents links to some of cool pages on machine learning & statistics that I thought worth sharing. Please…

11 years ago

Machine Learning – 9 Most Common Usecases for Higher Business Growth

This article represents some of the most common use cases of machine learning algorithms which has been found to impact…

11 years ago

Top 4 Machine Learning Usecases for Energy Forecasting

This article represents top 4 machine learning usecases for energy forecasting. Please feel free to comment/suggest if I missed to…

11 years ago

Big Data – Free Hadoop Online Training Course from MapR

This article represents quick information on free Hadoop online on-demand training that has been announced yesterday by MapR Technologies, the…

11 years ago

Machine Learning Usecases for Pinterest.com & related Kosei Acquisition

This article represents thoughts on recent acquisition of Kosei, a commerce recommendation system, by Pinterest.com. Please feel free to comment/suggest…

11 years ago

Data Science – List of Common Machine Learning Problems with Examples

This article represents quick examples for 5 different classes of machine learning problems/tasks. Please feel free to comment/suggest if I…

11 years ago

Cheat Sheet – 10 Machine Learning Algorithms & R Commands

This article lists down 10 popular machine learning algorithms and related R commands (& package information) that could be used…

11 years ago

Top 4 Javascript Frameworks to Watch out in 2015

This article presents analytics on popular Javascript frameworks and call out top 4 javascript frameworks (event-handling) one should watch out…

11 years ago

ReactJS – Component-oriented UI Design Explained with Calculator Example

This article represents high level concepts with code examples used to create a trivial calculator using ReactJS. Please feel free…

11 years ago

Sublime ReactJS Bootstrap HelloWorld Template for Quickstart

This article represents Sublime Snippet for quickstarting your ReactJS learning sessions with help of ReactJS-Bootstrap code for HelloWorld. It comes…

11 years ago