Amal Nair
96 Articles0 Comments

A Computer Science Engineer who is passionate about AI and all related technologies. He is someone who loves to stay updated with the Tech-revolutions that AI brings in.

Parameter Tuning With Grid Search: A Hands-On Introduction With Food Cost Prediction Data Science Hackathon

Model selection and parameter tuning can be a headache at times. It’s not an easy task to pick the best algorithm given plenty of options and neither is it possible to try out every one of them to find the…

Guide To Cracking The MachineHack ‘Pre-Owned Cars Price Prediction’ Hackathon

MachineHack one of the leading hackathon platforms dedicated to the Data Science community, is back again with an exciting hackathon for all data science enthusiasts. This new hackathon, in partnership with Imarticus Learning, challenges the data science community to predict…

Tutorial: Get Started With Exploratory Data Analysis & Data Preprocessing

Data cleaning is one of the most hectic and time-consuming tasks in Data Science. There is no easy template that facilitates the cleaning of data as each data set is unique in its own way consisting of noises that need…

Introduction to Boosting: Implementing AdaBoost in Python

In Machine Learning context, there are typically two kinds of learners or algorithms, ones that learn well the correlations and gives out strong predictions and the ones which are lazy and gives out average predictions that are slightly better than…

Reinforcement Learning : The Concept  Behind UCB Explained With Code

Currently, one of the most explored and favoured machine learning techniques by the biggest and brightest AI brains, Reinforcement Learning is a term known to practically everyone working in the field of AI.  The process of learning by reinforcement is…

Beginner’s Guide To Understanding Apriori Algorithm With Implementation In Python

To exploit data, one must know what exactly to look for in the data. Data in this generation makes for an invaluable tool for business, especially in the marketing and advertising sectors. In this article, we will talk about Apriori…

Understanding The Basics Of SVM With Example And Python Implementation

When you enter the Machine Learning dimension, it is highly likely that one of the first classifier algorithms you might come across is SVM,  you will find that SVM is all over the place. SVM which stands for Support Vector…

A Complete Guide For Beginning With K-Nearest Neighbours Algorithm In Python

  With lots of Machine Learning algorithms out there it is often hard and confusing as to which to choose for our model especially for those who are just preparing for a big dive into data science. And no, I’m…

The Intuition Behind Thompson Sampling Explained With Python Code

Reinforcement learning has been one of the most researched machine learning algorithms. As an algorithm that can be closely related to how human beings and animals learn to interact with the environment, reinforcement learning has always been given huge importance…

A Complete Tutorial On Implementing Lasso Regression In Python With MachineHack Data Science Hackathon

When we talk about Machine Learning or Data Science or any process that involves predictive analysis using data — regression, overfitting and regularization are terms that are often used. Understanding regularization and the methods to regularize can have a big…

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