Big Data

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…

9 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…

9 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…

9 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…

9 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…

9 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…

9 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)…

9 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…

9 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…

9 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…

9 years ago