List: Machine Learning | Curated by Anirban Saha

Mar 10, 2025
15 stories
Machine Learning
Suman Das
Fine Tune Large Language Model (LLM) on a Custom Dataset with QLoRAThe field of natural language processing has been revolutionized by large language models (LLMs), which showcase advanced capabilities and…
Jan 25, 2024
21
Jan 25, 2024
21
Devesh Surve
Prompt Compression — Hands on Guide for LLM Lingua-2Hands-on guide about LLM Lingua with explanation, code and more
Aug 5, 2024
Aug 5, 2024
In
TDS Archive
by
Heiko Hotz
Automated Prompt Engineering: The Definitive Hands-On GuideLearn how to automate prompt engineering and unlock significant performance improvements in your LLM workload
Sep 4, 2024
13
Sep 4, 2024
13
In
TDS Archive
by
Mauro Di Pietro
GenAI with Python: Coding AgentsBuild a Data Scientist AI that can query db with SQL, analyze data with Python, write reports with HTML, and do Machine Learning (No GPU…
Sep 9, 2024
8
Sep 9, 2024
8
In
Generative AI
by
Pranav Mehta
Still using the ‘You are an expert… ’ AI prompt Part 211 more creative ways I use AI that are honestly useful
Nov 20, 2024
20
Nov 20, 2024
20
In
AI Advances
by
Yuki Shizuya
Explainable Clustering — The Introduction of Recursive Embedding and Clustering and its ApplicationSpotify developed the simple but powerful explainable clustering method
Aug 23, 2024
2
Aug 23, 2024
2
Thiyagarajan Palaniyappan
How LLM Agent works?LLM Agent
Apr 17, 2024
1
Apr 17, 2024
1
In
Data Science in your pocket
by
Mehul Gupta
LLM Evaluation metrics explainedROUGE score, BLEU, Perplexity, MRR, BERTScore maths and example
Jun 19, 2024
2
Jun 19, 2024
2
In
Towards AI
by
Joseph Robinson, Ph.D.
The Fundamental Mathematics of Machine LearningA Deep Dive into Vector Norms, Linear Algebra, Calculus
Jul 26, 2024
13
Jul 26, 2024
13
In
AIGuys
by
Vishal Rajput
Prompt Engineering Is Dead: DSPy Is New Paradigm For PromptingDSPy Paradigm: Let’s program — not prompt — LLMs
Jun 19, 2024
77
Jun 19, 2024
77
Bo Yuan, Ph.D.
Awesome Strategies to Visualize Change with Time
May 7, 2024
14
May 7, 2024
14
In
Level Up Coding
by
Dr. Ashish Bamania
Kolmogorov-Arnold Networks (KANs) Might Change AI As We Know It, ForeverA Deep Dive Into How Kolmogorov-Arnold Networks Work, How They Differ From Multi-Layer Perceptrons & How To Train One From Scratch
May 7, 2024
20
May 7, 2024
20
Karkar Nizar
Fine-Tuning BERT for text classification with LoRAIntroduction
Oct 14, 2023
6
Oct 14, 2023
6
In
bitgrit Data Science Publication
by
Benedict Neo
Fine-tuning LLMs to Write Data Science CodeFine tuning Gemma Instruct 2b for Data Science tasks
May 1, 2024
2
May 1, 2024
2
In
bitgrit Data Science Publication
by
Benedict Neo
Roadmap to Learn AI in 2024A free curriculum for hackers and programmers to learn AI
Mar 11, 2024
191
Mar 11, 2024
191