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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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 …
Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)
Overview A fascinating deep dive into the problem of how many classes should you use in a classification problem The authors present their findings …
Data Science Project: Scraping YouTube Data using Python and Selenium to Classify Videos
This article was submitted as part of Analytics Vidhya’s Internship Challenge. Introduction I’m an avid YouTube user. The sheer amount of content I can …
A Hands-On Introduction to Time Series Classification (with Python Code)
This article provides an introduction to time series classification, it’s various applications, and showcases a python implementation on real-world data.
Learn and Test your Machine Learning Skills with AV’s New Practice Problems and Free Courses!
Introduction “Knowledge is of no value unless you put it into practice.” – Anton Chekhov Gaining knowledge of new concepts is a critical aspect …
6 Easy Steps to Learn Naive Bayes Algorithm with codes in Python and R
Note: This article was originally published on Sep 13th, 2015 and updated on Sept 11th, 2017 Overview Understand one of the most popular and …
16 New Must Watch Tutorials, Courses on Machine Learning
Introduction Most of us fail to acknowledge that Youtube has a massive resource center of machine learning tutorials which are free to access. You no longer …
