Ajitesh Kumar

Machine Learning – Mathematical Concepts for Linear Regression Models

This article represents some of the key mathematics & statistics concepts that one may need to learn in order to…

10 years ago

Data Science – Descriptive Vs Predictive Vs Prescriptive Analytics

This article represents key classification or types of analytics that business stakeholders, in this Big Data age, would want to…

10 years ago

Data Science – Key Algebra Topics to Master

This article represents some of the key topics in Algebra that one may need to brush up or master in…

10 years ago

Data Science – Key Probability & Statistics Topics to Master

This article represents a list of key probability & statistics topics that one may need to master if he is…

10 years ago

Learn R – How to Get Random Training and Test Data Set

This article represents sample source code which could be used to extract random training and test data set from a…

10 years ago

Machine Learning – Bookmarks for Great Tutorials, Books & Videos

This article represents quick bookmarks on some good machine learning web pages including tutorials' documents and videos. Please feel free…

10 years ago

Machine Learning – When to Use Logistic Regression vs. SVM

This article represents guidelines based on which one could determine whether to use Logistic regression or SVM with Kernels when working…

10 years ago

Machine Learning – When to Use Linear vs Guassian Kernel with SVM

This article represents guidelines which could be used to decide whether to use Linear kernel or Gaussian kernel when working…

10 years ago

Top 7 Should-Have Skills of A Data Scientist

With all the hype around data scientist as one of the most lucrative career option in the recent times, it…

10 years ago

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…

10 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…

10 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)…

10 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…

10 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…

10 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…

10 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…

10 years ago