Build your First Linear Regression Model in Qlik Sense
ArticleVideo Book Overview Qlik is widely associated with powerful dashboards and business intelligence reports Did you know that you can use the power of …
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Predictive modeling
11 Important Model Evaluation Metrics for Machine Learning Everyone should know
ArticleVideo Book Overview Evaluating a model is a core part of building an effective machine learning model There are several evaluation metrics, like confusion …
A comprehensive beginners guide for Linear, Ridge and Lasso Regression in Python and R
ArticleVideo Book Introduction I was talking to one of my friends who happen to be an operations manager at one of the Supermarket chains …
Cheatsheet: Scikit-Learn & Caret Package for Python & R respectively
ArticleVideo Book Introduction For any Python or R practitioner, this article will prove to be a boon. We provide you cheatsheets for the most widely …
Introduction to Feature Selection methods with an example (or how to select the right variables?)
ArticleVideo BookInterview Quiz Introduction One of the best ways I use to learn machine learning is by benchmarking myself against the best data scientists …
18 Free Exploratory Data Analysis Tools For People who don’t code so well
ArticleVideo Book Overview A coding background is not mandatory for data analysis and predictive modelling Plenty of open source and proprietary tools exist which …
Winners Talk: Top 3 Solutions of The Seer’s Accuracy Competition
ArticleVideo Book Introduction Surprises arrive when you expect them least to arrive. The Seer’s Accuracy turned out to be a challenging surprise for data scientists. So, …
A Complete Tutorial to learn Data Science in R from Scratch
ArticleVideo Book Overview Free tutorial to learn Data Science in R for beginners Covers predictive modeling, data manipulation, data exploration, and machine learning algorithms …
8 Ways to deal with Continuous Variables in Predictive Modeling
ArticleVideo Book Introduction Let’s come straight to the point on this one – there are only 2 types of variables you see – Continuous …
Simple Methods to deal with Categorical Variables in Predictive Modeling
ArticleVideo BookInterview Quiz Introduction Categorical variables are known to hide and mask lots of interesting information in a data set. It’s crucial to learn …
