10 Techniques to deal with Imbalanced Classes in Machine Learning
Overview Get familiar with class imbalance Understand various techniques to treat imbalanced classes such as- Random under-sampling Random over-sampling NearMiss You can check the …
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How to Train an Image Classification Model in PyTorch and TensorFlow
Overview Get an overview of PyTorch and TensorFlow Learn to build a Convolutional Neural Network (CNN) model in PyTorch to solve an Image Classification …
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 …
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 …
