PinnedRohan ParisBank customer churn prediction using ANNCustomer attrition, also known as customer churn, customer turnover, or customer defection, is the loss of clients or customers. A high…8 min read·May 30, 2022--1--1
PinnedRohan ParisTwitter sentiment analysis and classificationThis is a multiclass classification problem and to solve it I have performed text cleaning, analysis, and classification based on the…16 min read·Jul 24, 2022----
PinnedRohan ParisCustomer Churn analysis and prediction using PythonCustomer attrition, also known as customer churn, customer turnover, or customer defection, is the loss of clients or customers. A high…7 min read·May 13, 2022--1--1
PinnedRohan ParisAll you need to know about Docker with some helpful commandsDocker is an open platform for developing, shipping, and running applications. Docker enables you to separate your applications from your…6 min read·May 18, 2022----
Rohan ParisWhat is DPO ?Days payable outstanding (DPO) is a financial ratio that indicates the average time (in days) a company takes to pay its bills and…2 min read·Jul 17, 2023----
Rohan ParisHow to read a P&L statement?There are three primary financial statements that a company showcases to represent its performance: 1. The Profit and Loss statement 2…5 min read·Dec 12, 2022----
Rohan ParisWhat is the difference between loc and iloc in Python?LOC and ILOC are the two commonly used functions to subset data in a pandas data frame. Subsetting means selecting rows and columns based…2 min read·Jun 30, 2022----
Rohan ParisWhat are K-Means and KNN algorithms?K-Means is an unsupervised machine learning algorithm used for classification problems whereas KNN is a supervised machine learning…3 min read·Jun 11, 2022--1--1
Rohan ParisWhat are bagging and boosting ensemble machine learning techniques?Ensemble learning is a technique in which multiple machine learning models are combined to solve a particular classification or regression…2 min read·Jun 11, 2022----
Rohan ParisWhat are Decision Trees in Machine learning?Table of contents: 1. What are decision trees? 2. What is Entropy and Gini Index? 3. What is Information Gain? 4. How to avoid overfitting?4 min read·Jun 10, 2022----