Daily Dose of Data Science

Home
Sponsor
Premium
Archive
Leaderboard
About

Animations

A Simple Technique to Understand TP, TN, FP and FN
An intuitive guide to binary classification prediction labeling.
 • 
Avi Chawla
4
1:44
Create a Moving Bubbles Chart in Python
...in just three lines of code.
 • 
Avi Chawla
2
An Animated Guide to DBSCAN Clustering
Understanding the DBSCAN algorithm using Manim.
 • 
Avi Chawla
4
2:04
An Animated Guide to KMeans Algorithm You Always Wanted to See
Understanding the KMeans algorithm using Manim.
 • 
Avi Chawla
2
1:41
The Coolest Plotly Feature That You Have Been (Possibly) Ignoring All This Time
Enrich static plots with animations.
 • 
Avi Chawla
1
Transfer Learning vs. Fine-tuning vs. Multitask Learning vs. Federated Learning
Four critical model training paradigms that you MUST know for real-world ML modelling.
 • 
Avi Chawla
3
An Animated Guide to Bagging and Boosting in Machine Learning
A step-by-step explanation.
 • 
Avi Chawla
1
How to Create The Elegant Moving Bubbles Chart in Python?
...in just three lines of code.
 • 
Avi Chawla
2
Visualizing The Data Transformation of a Neural Network
If you struggle to comprehend how a neural network learns complex non-linear data, I have created an animation that will surely help. Please find the…
 • 
Avi Chawla
Is This The Best Animated Guide To KMeans Ever?
Have you ever struggled with understanding KMeans? How it works, how are the data points assigned to a centroid, or how do the centroids move? If yes…
 • 
Avi Chawla
Visualize Commit History of Git Repo With Beautiful Animations
As the size of your project grows, it can get difficult to comprehend the Git tree. Git-story is a command line tool to create elegant animations for…
 • 
Avi Chawla
© 2024 Avi Chawla
Privacy ∙ Terms ∙ Collection notice
Start WritingGet the app
Substack is the home for great culture