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Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
Four must-know model training paradigms.
Mar 26
•
Avi Chawla
7
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Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
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Transformer vs. Mixture of Experts in LLMs
...explained visually.
Feb 27
•
Avi Chawla
6
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Transformer vs. Mixture of Experts in LLMs
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5 LLM Fine-tuning Techniques
...explained visually.
Feb 20
•
Avi Chawla
5
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5 LLM Fine-tuning Techniques
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1
A Technique to Understand TP, TN, FP and FN
An intuitive guide to label predictions.
Jan 20
•
Avi Chawla
12
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A Technique to Understand TP, TN, FP and FN
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1:44
5 Chunking Strategies For RAG
...explained in a single frame.
Oct 18, 2024
•
Avi Chawla
114
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5 Chunking Strategies For RAG
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5
5 LLM Fine-tuning Techniques Explained Visually
Explained in a beginner-friendly way.
May 30, 2024
•
Avi Chawla
45
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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, 2024
•
Avi Chawla
35
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Daily Dose of Data Science
Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
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1
A Simple Technique to Understand TP, TN, FP and FN
An intuitive guide to binary classification prediction labeling.
May 6, 2024
•
Avi Chawla
40
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A Simple Technique to Understand TP, TN, FP and FN
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6
1:44
Create a Moving Bubbles Chart in Python
...in just three lines of code.
Apr 27, 2024
•
Avi Chawla
37
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Create a Moving Bubbles Chart in Python
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4
An Animated Guide to DBSCAN Clustering
Understanding the DBSCAN algorithm using Manim.
Apr 15, 2024
•
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, 2024
•
Avi Chawla
89
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An Animated Guide to KMeans Algorithm You Always Wanted to See
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3
1:41
The Coolest Plotly Feature That You Have Been (Possibly) Ignoring All This Time
Enrich static plots with animations.
Jan 11, 2024
•
Avi Chawla
92
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The Coolest Plotly Feature That You Have Been (Possibly) Ignoring All This Time
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