Daily Dose of Data Science
Subscribe
Sign in
Home
Sponsor
Premium
Archive
Leaderboard
About
Deep learning
Latest
Top
Discussions
Knowledge Distillation using Teacher Assistant
Improved model compression.
Apr 25
•
Avi Chawla
2
Share this post
Daily Dose of Data Science
Knowledge Distillation using Teacher Assistant
Copy link
Facebook
Email
Notes
More
Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
Four must-know model training paradigms.
Mar 26
•
Avi Chawla
6
Share this post
Daily Dose of Data Science
Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
Copy link
Facebook
Email
Notes
More
Implementing Knowledge Distillation From Scratch
...to compress ML models.
Mar 10
•
Avi Chawla
4
Share this post
Daily Dose of Data Science
Implementing Knowledge Distillation From Scratch
Copy link
Facebook
Email
Notes
More
5 LLM Fine-tuning Techniques
...explained visually.
Feb 20
•
Avi Chawla
5
Share this post
Daily Dose of Data Science
5 LLM Fine-tuning Techniques
Copy link
Facebook
Email
Notes
More
1
4 Strategies for Multi-GPU Training
...explained visually.
Feb 12
•
Avi Chawla
6
Share this post
Daily Dose of Data Science
4 Strategies for Multi-GPU Training
Copy link
Facebook
Email
Notes
More
4 Ways to Test ML Models in Production
...explained visually.
Feb 3
•
Avi Chawla
8
Share this post
Daily Dose of Data Science
4 Ways to Test ML Models in Production
Copy link
Facebook
Email
Notes
More
Label Smoothing for Regularization
Making models less overconfident.
Jan 28
•
Avi Chawla
3
Share this post
Daily Dose of Data Science
Label Smoothing for Regularization
Copy link
Facebook
Email
Notes
More
Should you gather more data?
More data may not always help.
Dec 5, 2024
•
Avi Chawla
7
Share this post
Daily Dose of Data Science
Should you gather more data?
Copy link
Facebook
Email
Notes
More
1
From PyTorch to PyTorch Fabric
Scale model training with 4 small changes.
Nov 6, 2024
•
Avi Chawla
7
Share this post
Daily Dose of Data Science
From PyTorch to PyTorch Fabric
Copy link
Facebook
Email
Notes
More
Pairwise Sentence Scoring Systems - Part 2
A deep dive into advancements that shaped this task forever.
Oct 25, 2024
•
Avi Chawla
16
Share this post
Daily Dose of Data Science
Pairwise Sentence Scoring Systems - Part 2
Copy link
Facebook
Email
Notes
More
Clean ML Datasets With Cleanlab
...in just 4 lines of Python code.
Oct 24, 2024
•
Avi Chawla
32
Share this post
Daily Dose of Data Science
Clean ML Datasets With Cleanlab
Copy link
Facebook
Email
Notes
More
2
Mixed Precision Training
Train large deep learning models efficiently.
Oct 22, 2024
•
Avi Chawla
44
Share this post
Daily Dose of Data Science
Mixed Precision Training
Copy link
Facebook
Email
Notes
More
2
Share
Copy link
Facebook
Email
Notes
More
This site requires JavaScript to run correctly. Please
turn on JavaScript
or unblock scripts