Last updated: Feb 22, 2022

Decision Trees

Learn about decision trees, which are an important component of machine learning and prediction algorithms. Flowchart-like structures with nodes and leaves. Discover how to use it, as well as its visualisations and applications.

Decision Trees: Theory and Implementation

I hope you have a great learning experience from my blogs. In this blog, I will be discussing another interesting ML algorithm, Decision Tree, the mathematics behind and the actual implementation using Scikit-Learn. Let's get started.

Author Rajkeshav

0 upvotes

Visualizing Decision Trees

The objective of this blog is to understand how to visualize the decision trees in multiple ways

Author aniket verma

0 upvotes

Decision Tree with Titanic Dataset

The Titanic dataset contains numerous details about the passengers onboard at the time, including gender, class, and family. For a more efficient solution, analyse the data using decision trees.

Intro to Titanic Dataset and Data Analysis

In this blog post, we'll be learning the basics of the Titanic Dataset. We would also be analyzing the dataset and performing EDA on the same.

Author Shabeg Singh Gill

0 upvotes

Data Preprocessing and Building ML Models

This blog will look at the stages required in pre-processing data and learn about fundamental machine learning models.

Author Priyanshu Sharma

0 upvotes

Hyperparameter Tuning and Predicting Scores

This blog will revolve around the Hyperparameter tuning process and predicting the scores. Let's begin.

Author Rajkeshav

0 upvotes