A/B Testing in Statistics and Data Science vs Machine Learning

A/B Testing in Statistics and Data Science vs Machine Learning is a short video to compare the A/B Test and Machine Learning and how they are related to each other. https://youtu.be/T3_J2anSJHY A/B Testing in Statistics and Data Science vs Machine Learning Happy Learning !!

Top Ten Reasons for NOT learning Machine Learning and Artificial Intelligence

This Post is not to discourage any one :)But at the same time we all should discuss the reality.The aim of this post is to discuss, if you have started learning or planning to learn machine learning, are you on the right path?The conclusion of right or wrong path completely depends on the individualAlright, so … Continue reading Top Ten Reasons for NOT learning Machine Learning and Artificial Intelligence

Difference Between Batch, Mini-Batch and Stochastic Gradient Descent

Gradient Descent is one the key algorithm used in Machine Learning. While training machine learning model, we require an algorithm to minimize the value of loss function. Gradient Descent is one of the optimization algorithm , that is used to minimize the loss. There are mainly three types of Gradient Descent algorithm1. Batch Gradient DescentBatch … Continue reading Difference Between Batch, Mini-Batch and Stochastic Gradient Descent

Decision Tree Classification in Python in 10 lines

Decision tree machine learning algorithm can be used to solve not only regression but also classification problems. This algorithm creates a tree like conditional control statements to create its model hence it is named as decision tree. In this post we will be implementing a simple decision tree classification model using python and sklearn. First … Continue reading Decision Tree Classification in Python in 10 lines

Print ROC AUC Receiver Operating Characteristic Area Under Curve

The receiver operating characteristic area under curve is a way to measure the performance of a classification model, may be created using algorithms like Logistic Regression. ROC-AUC is basically a graph where we plot true positive rate on y-axis and false positive rate on x-axis. If a model is good the AUC will be close to 1. Area … Continue reading Print ROC AUC Receiver Operating Characteristic Area Under Curve