Decision Tree vs. Random Forest – Which Algorithm Should you Use?
A Simple Analogy to Explain Decision Tree vs. Random Forest Let’s start with a thought experiment that will illustrate the difference between a decision …
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7 Impressive Scikit-learn Hacks, Tips and Tricks for Data Science
Overview Scikit-learn, or sklearn, is the Swiss Army Knife of machine learning libraries Learn key sklearn hacks, tips, and tricks to master the library …
How to Deploy Machine Learning Models using Flask (with Code!)
Overview Deploying your machine learning model is a key aspect of every ML project Learn how to use Flask to deploy a machine learning …
Machine Learning using C++: A Beginner’s Guide to Linear and Logistic Regression
Why C++ for Machine Learning? The applications of machine learning transcend boundaries and industries so why should we let tools and languages hold us …
Everything you Should Know about Confusion Matrix for Machine Learning
Confusion Matrix – Not So Confusing! Have you been in a situation where you expected your machine learning model to perform really well but …
Top 6 Open Source Pretrained Models for Text Classification you should use
Introduction We are standing at the intersection of language and machines. I’m fascinated by this topic. Can a machine write as well as Shakespeare? …
A Beginner’s Guide to Random Forest Hyperparameter Tuning
Introduction to Random Forest What’s the first image that comes to your mind when you think about Random Forest? It conjures up images of …
Build a Decision Tree in Minutes using Weka (No Coding Required!)
Learn how to build a decision tree model using Weka This tutorial is perfect for newcomers to machine learning and decision trees, and those …
Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures
Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning …
Build Your First Text Classification model using PyTorch
Overview Learn how to perform text classification using PyTorch Grasp the importance of Pack Padding feature Understand the key points involved while solving text …
