List: Use Case | Curated by Yoshiyuki Igarashi

Feb 24, 2024
27 stories
Use Case
In
TDS Archive
by
Kasper Groes Albin Ludvigsen
Carbon footprint of LLM fine tuning — a case studyI got surprising results when I measured the carbon emissions from instruction fine tuning an LLM.
Feb 22, 2024
4
Feb 22, 2024
4
In
TDS Archive
by
Damian Gil
Mastering Customer Segmentation with LLMUnlock advanced customer segmentation techniques using LLMs, and improve your clustering models with advanced techniques
Sep 26, 2023
35
Sep 26, 2023
35
In
Reciprocal
by
Patrick OConnell
Demystifying Marketing Effectiveness: A Three-Step Framework for the C-SuiteUnlocking Growth and Success in the Modern Marketing Landscape
Sep 26, 2023
1
Sep 26, 2023
1
In
Towards AI
by
Harshit Sharma
Pre-train, Prompt, and Predict — Part1And the 4 Paradigms in NLP
Feb 28, 2023
Feb 28, 2023
In
Python in Plain English
by
Simranjeet Singh
The Ultimate Guide to Machine Learning: From EDA to Model Deployment | PART — 1This blog provides a comprehensive guide of exploratory data analysis (EDA), a critical step in data analysis process, all steps included.
Feb 26, 2023
4
Feb 26, 2023
4
Simranjeet Singh
The Ultimate Guide to Machine Learning: From EDA to Model Deployment | PART — 2This blog explores the various techniques and methods for selecting, extracting, and transforming features to enhance the predictive power.
Feb 28, 2023
Feb 28, 2023
In
ML6team
by
Mathias Leys
Dynamic pricing in practiceHow to create a dynamic pricing engine in practice
Jan 5, 2023
5
Jan 5, 2023
5
In
Towards AI
by
Jesus Rodriguez
Some Open Source Frameworks LinkedIn Uses to Build Machine Learning at ScaleOver the years, LinkedIn has built one of the most sophisticated machine learning infrastructures powering thousands of ML pipelines.
Sep 13, 2022
Sep 13, 2022
In
Netflix TechBlog
by
Netflix Technology Blog
Ready-to-go sample data pipelines with Dataflowby Jasmine Omeke, Obi-Ike Nwoke, Olek Gorajek
Dec 4, 2022
8
Dec 4, 2022
8
Sanchit Garg
Recommendations for H&M eCommerce: AI-Driven RetailA content-based filtering recommendation system for H&M eCommerce
Sep 10, 2022
1
Sep 10, 2022
1
In
The Airbnb Tech Blog
by
Mihajlo Grbovic
Building Airbnb Categories with ML and Human-in-the-LoopAirbnb Categories Blog Series — Part I
Nov 21, 2022
9
Nov 21, 2022
9
In
The Airbnb Tech Blog
by
Gavin Li
How AI Text Generation Models Are Reshaping Customer Support at AirbnbLeveraging text generation models to build more effective, scalable customer support products.
Nov 23, 2022
8
Nov 23, 2022
8
Moez Ali
Optimize Sales Funnel and Increase Revenue with Machine Learning in PythonA guide for increasing revenue by optimizing sales funnel with Machine Learning — An end-to-end implementation guide in Python using…
Oct 18, 2022
1
Oct 18, 2022
1
Meta Heuristic 🧩
ML System Design: TikTok recommender appTikTok is a highly successful consumer app that relies on proven machine learning algorithms for user engagement. How hypothetical system…
Jul 20, 2022
1
Jul 20, 2022
1
In
Dev Genius
by
Zain Baquar
How To Predict Customer Lifetime Value using Machine Learning in PythonAn in-depth tutorial using python, pandas and scikit-learn and RFM analysis.
Aug 18, 2022
8
Aug 18, 2022
8
Manil Wagle
Customer Segmentation in Marketing: An end to end application using PythonINTRODUCTION
Aug 4, 2022
Aug 4, 2022
In
TDS Archive
by
Emanuele Fabbiani
Method is all you need: 7 mistakes to avoid in Data ScienceA curated collection from our experience
Dec 6, 2021
Dec 6, 2021
In
Dev Genius
by
Zain Baquar
How To Predict Customer Churn Risk using Machine Learning in PythonAn in-depth tutorial using Python, pandas and scikit-learn, RFM analysis and SMOTE
Sep 12, 2022
4
Sep 12, 2022
4
Ravi Kumar
Target Particular segment of Customers using Hierarchical Clustering🪅🍬🍫🍭Clustering Part -2
Apr 17, 2022
Apr 17, 2022
In
The Startup
by
Hshan.T
Exploring Customers Segmentation With RFM Analysis and K-Means Clustering.Business digitalization is an important milestone throughout journey of a business. It is happening globally regardless of the sectors or…
Nov 1, 2020
2
Nov 1, 2020
2