machine learning

Machine Learning Course Outline

This is a list of topics which can be covered as part of machine learning course curriculum. In other words,…

7 years ago

60 Most Commonly Used R Packages in R Programming Language

This article represents a comprehensive list of 60 most commonly used R packages which helps to achieve some of the…

9 years ago

Data Science – Who could become a Data Scientist?

This article represents information related different classes of IT & Non-IT professionals who could take on different data science free…

9 years ago

Top 10 Solution Approaches for Supervised Learning Problems

This article represents top 10 solutions approaches that could be used to solve supervised learning problems. For those unaware of what is…

9 years ago

Learn R or Python for Becoming Data Scientist?

This article presents analysis on whether one should go for learning R or Python programming language to create one or…

9 years ago

Machine Learning – Top 16 Learning Resources on Statistics

This article represents some of the top learning resources (webpages, videos etc) on my frequent visit list. Please feel free…

9 years ago

Machine Learning Research in Top 10 US Universities

This article represents information related with machine learning departments & related research projects in top 10 US universities (as per…

9 years ago

Machine Learning – Top 5 Video Channels for Regression Models

This article represents top 5 video channels that one could use to learn and become expert at regression models.  I…

9 years ago

Data Science – Top 10 Websites to Bookmark for Daily News

This article represents links and information in relation with top 10 websites that publishes data science related news and article…

9 years ago

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…

9 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…

9 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…

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