May 4, 2021Fake News Classifierbuilding a classifier to detect fake news Objective : — Given a news article, classify whether its true or fake news Dataset — i have used this dataset. so let’s start. lets import the dataset Load the datasetMachine Learning5 min read

Apr 29, 2021Sentiment Analysis using Naive Bayes Algorithmto predict a movie review whether its positive or negative. NOTE : — updating.Machine Learning1 min readSentiment Analysis using Naive Bayes Algorithmto predict a movie review whether its positive or negative.NOTE : — updating.----

Apr 3, 2021Concept of OverfittingDemonstration of overfitting using an Polynomial Linear Regression example Objective To understand the concept of Overfitting using Linear Regression with Polynomial Features. So let’s first understand What is Regression? Have you ever thought of How can we predict price of a house or a car using Machine Learning ? …Regression5 min read

Mar 27, 2021IMAGE CLASSIFIER on CIFER10 datasetCIFER-10 dataset exploration & experiments Problem Statement — To build a model to classify an image. Given dataset is CIFER-10 dataset. Outcome — Given an image, out model will predict the class of that image. so let’s start. What is CIFER-10 ? CIFER-10 is a dataset of 32*32 size colored…Convolution Neural Net6 min read

Feb 24, 2021Titanic Data ExplorationTitanic Survival Prediction Overview This is the legendary Titanic ML competition — the best, first challenge for you to dive into ML competitions and familiarize yourself with how the Kaggle platform works. The competition is simple: use machine learning to create a model that predicts which passengers survived the Titanic shipwreck. The Challenge …Machine Learning5 min read

May 7, 2020Why Data Science ? WhyData Science is needed?Need of data science & what is it? Let’s start with a team called Analytics, So what is Analytics?. “Analytics is the discovery, interpretation, and communication of meaningful patterns in data”. So, what is data? “Data is any character / information that has been gathered. …Data Science1 min read