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5 LLM Fine-tuning Techniques Explained Visually
Explained in a beginner-friendly way.
May 30
•
Avi Chawla
41
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5 LLM Fine-tuning Techniques Explained Visually
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Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
Four critical model training paradigms that you MUST know for real-world ML modelling.
May 16
•
Avi Chawla
32
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Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
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A Simple Technique to Understand TP, TN, FP and FN
An intuitive guide to binary classification prediction labeling.
May 6
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Avi Chawla
37
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A Simple Technique to Understand TP, TN, FP and FN
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4
1:44
Create a Moving Bubbles Chart in Python
...in just three lines of code.
Apr 27
•
Avi Chawla
33
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Create a Moving Bubbles Chart in Python
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An Animated Guide to DBSCAN Clustering
Understanding the DBSCAN algorithm using Manim.
Apr 15
•
Avi Chawla
38
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An Animated Guide to DBSCAN Clustering
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4
2:04
An Animated Guide to KMeans Algorithm You Always Wanted to See
Understanding the KMeans algorithm using Manim.
Jan 25
•
Avi Chawla
81
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An Animated Guide to KMeans Algorithm You Always Wanted to See
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2
1:41
The Coolest Plotly Feature That You Have Been (Possibly) Ignoring All This Time
Enrich static plots with animations.
Jan 11
•
Avi Chawla
92
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The Coolest Plotly Feature That You Have Been (Possibly) Ignoring All This Time
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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.
Nov 7, 2023
•
Avi Chawla
76
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Transfer Learning vs. Fine-tuning vs. Multitask Learning vs. Federated Learning
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3
An Animated Guide to Bagging and Boosting in Machine Learning
A step-by-step explanation.
Oct 18, 2023
•
Avi Chawla
34
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An Animated Guide to Bagging and Boosting in Machine Learning
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How to Create The Elegant Moving Bubbles Chart in Python?
...in just three lines of code.
Aug 18, 2023
•
Avi Chawla
22
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How to Create The Elegant Moving Bubbles Chart in Python?
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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.
Feb 17, 2023
•
Avi Chawla
2
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Visualizing The Data Transformation of a Neural Network
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Is This The Best Animated Guide To KMeans Ever?
Have you ever struggled with understanding KMeans?
Feb 5, 2023
•
Avi Chawla
4
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Is This The Best Animated Guide To KMeans Ever?
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