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Practical Computer Simulations for Product Analysts
Practical Computer Simulations for Product Analysts
Part 3: Modelling Ops queues
Mariya Mansurova
May 23
Optimising Non-Linear Treatment Effects in Pricing and Promotions
Optimising Non-Linear Treatment Effects in Pricing and Promotions
Causal AI, exploring the integration of causal reasoning into machine learning
Ryan O'Sullivan
May 23
Latest
Understanding Low Rank Adaptation (LoRA) in Fine Tuning LLMs
Understanding Low Rank Adaptation (LoRA) in Fine Tuning LLMs
How LoRA works to fine-tune LLMs, following the methodology set out in the “LoRA: Low-Rank Adaptation of Large Language Models” paper
Matthew Gunton
May 23
Supply Chain Process Scheduling with Python
Supply Chain Process Scheduling with Python
Use linear programming to Increase the production capacity of value-added services in a warehouse of luxury products
Samir Saci
May 23
Two Common Pitfalls to Avoid When Doing Cross-Validation
Two Common Pitfalls to Avoid When Doing Cross-Validation
And the techniques you need to combat them
Matt Chapman
May 23
Additive Decision Trees
Additive Decision Trees
An interpretable classification and regression model
W Brett Kennedy
May 23
Roll Up Your Sleeves: 9 Data and Machine Learning Project Walkthroughs You Should Explore
Roll Up Your Sleeves: 9 Data and Machine Learning Project Walkthroughs You Should Explore
Our weekly selection of must-read Editors’ Picks and original features
TDS Editors
May 23
Language as a Universal Learning Machine
Language as a Universal Learning Machine
Saying is believing. Seeing is hallucinating.
Dusko Pavlovic
May 22
Small Language Models: Using 3.8B Phi-3 and 8B Llama-3 Models on a PC and Raspberry Pi
Small Language Models: Using 3.8B Phi-3 and 8B Llama-3 Models on a PC and Raspberry Pi
Testing the models with LlamaCpp and ONNX
Dmitrii Eliuseev
May 22
Reinforcement Learning: Deep Q-Networks
Reinforcement Learning: Deep Q-Networks
Teaching a shuttle to land on the moon using Deep Q-Networks in Python. A mathematical deep dive into Reinforcement Learning.
Cristian Leo
May 22
Turn Your Python Function into a Decorator with One Line of Code
Turn Your Python Function into a Decorator with One Line of Code
A new way to write shorter, clearer, and more readable Python decorators that also act as a context manager
Mike Huls
May 22
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