Analytics… Netflix Recommender System 26 Feb 202326 Feb 2023 Introduction The platform and production firm Netflix is based in the United States. Since its inception in 1997, Netflix has provided us with incredible entertainment, whether it be movies or…
Analytics… Analyzing the Income Statement of Asian Paints 5 Feb 20236 Feb 2023 Introduction Analyzing the financial health of any company is required for all the stakeholders in order to take efficient and enhanced decision making. Python can be used in order to…
Analytics… EMPLOYEE QUITTING THEIR JOB PREDICTION 8 Jan 20239 Jan 2023 Introduction: EMPLOYEE QUITTING THEIR JOB PREDICTION It's entirely feasible that someone on your team may depart in the near future given that over four million people will leave their employment…
Analytics… How RNN & LSTM works? 11 Mar 202111 Mar 2021 RNN (Recurrent Neural Networks) In this blog we will be discussing how a RNN(Recurrent Neural Network) works by understanding it mathematically right from scratch. Along with that we will be…
Analytics… Developing Random Forest Classification in R 9 May 20209 May 2020 In supervised machine learning algorithms, Random Forest stands apart as it is arguably the most powerful classification model. When Microsoft developed their X-box game which enables you to play as…
Analytics in Practice… Developing Machine Learning Model using SVM in R to solve A Business Problem 25 Apr 202026 Apr 2020 Introduction Classifying data is a common task in machine learning. Suppose some given data points each belong to one of two classes, and the goal is to decide which class a new data point will…
Analytics in Practice… K-Means Clustering from scratch with hands on example in R 12 Apr 202012 Apr 2020 Unsupervised Learning, as clearly defined through its name, uses no classification or labelled information as input to the algorithm. In stark contrast to supervised learning, the machine learns all by…
Basics… Logistic Regression From scratch with a hands-on Example in R 22 Mar 202022 Mar 2020 Introduction Researchers are often interested in setting up a model to analyse the relationship between some predictors (i.e., independent variables) and a response (i.e., dependent variable). Linear regression is commonly…
Analytics in Practice… CART – Regression Tree from scratch with a hands-on example(in R) 15 Mar 202015 Mar 2020 Decision trees are made with the objective of creating a model that predicts the value of a target or dependent variable based on the values of several input or independent…
Analytics in Practice… K-Nearest Neighbours(K-NN) algorithm from scratch with a hands-on example (in R) 1 Mar 202029 Mar 2020 Part A: K-NN Algorithm from scratch An Introduction: Classification algorithms have developed over time from basic models to complex ones providing much more flexibility in dealing with the data and…