Making an effort to help people understand Machine Learning. I believe your educational background doesn't stop you to pursue ML & Data Science. Earned Masters in F/M, a self taught data science professional. Previously worked at Analytics Vidhya. Now solving ML & Growth challenges at HackerEarth!
Feature Engineering + H2o Gradient Boosting (GBM) in R Scores 0.936
With less than 3 days to go, this script is meant to help beginners with feisty ideas, machine learning workflow and motivation for ongoing…
Simple Guide to Neural Networks and Deep Learning in Python
Introduction Deep Learning algorithm is one of the most powerful learning algorithms of the digital era. It has found a unique place in various industrial applications such as…
Deep Learning & Parameter Tuning with MXnet, H2o Package in R
Introduction Deep Learning isn’t a recent discovery. The seeds were sown back in the 1950s when the first artificial neural network was created….
Practical Guide to Clustering Algorithms and Evaluation in R
Introduction Clustering algorithms are a part of unsupervised machine learning algorithms. Why unsupervised ? Because, the target variable is not present. The model…
How can R Users Learn Python for Data Science ?
Introduction The best way to learn a new skill is by doing it! This article is meant to help R users enhance their…
Practical Guide to Logistic Regression Analysis in R
Introduction Recruiters in the analytics/data science industry expect you to know at least two algorithms: Linear Regression and Logistic Regression. I believe you should have…
Exclusive SQL Tutorial on Data Analysis in R
Introduction Many people are pursuing data science as a career (to become a data scientist) choice these days. With the recent data deluge,…
Beginners Tutorial on XGBoost and Parameter Tuning in R
Introduction Last week, we learned about Random Forest Algorithm. Now we know it helps us reduce a model’s variance by building models on…
Practical Tutorial on Random Forest and Parameter Tuning in R
Introduction Treat “forests” well. Not for the sake of nature, but for solving problems too! Random Forest is one of the most versatile…
Beginners Guide to Regression Analysis and Plot Interpretations
Introduction “The road to machine learning starts with Regression. Are you ready?” If you are aspiring to become a data scientist, regression is…