Create Your Own Large Language Model Playground in SageMaker Studio
Now you can deploy LLMs and experiment with them all in one place- 26506Murphy2025-03-23
Statistical independence for beginners
Intuitive interpretations with R and Excel functions- 29804Murphy2025-03-23
Your Vision-Language Model Might Be a Bag of Words
We explore the limits of what vision-language models get about language in our Oral Paper at ICLR 2023- 28476Murphy2025-03-23
How can XGBoost support natively categories?
XGBoost and others decision tree-based methods trained using gradient Boosting use comparison for decision. It's not trivial to...- 26284Murphy2025-03-23
Hands-on Generative AI with GANs using Python: Autoencoders
Start with Autoencoders to better understand GANs- 20452Murphy2025-03-23
Deep Learning for Forecasting: Preprocessing and Training
How to train deep neural networks using several time series- 20914Murphy2025-03-23
2 Simple Steps To Reduce the Memory Usage of Your Pandas Dataframe
How to fit a large dataset into your RAM in Python- 21031Murphy2025-03-23
The Hierarchy of ML tooling on the Public Cloud
Not all ML services are built the same- 23149Murphy2025-03-23
Simple Explanations of Basic Statistics Concepts (Part 2)
Simple explanations of different statistical concepts- 23709Murphy2025-03-23
Finding Spelling Bee Pangrams with GPT-4 and SpaCy
The quest to solve the New York Times puzzle- 20784Murphy2025-03-23
Speed Typing Test Project with Python
Developing a speed typing test project with Python to evaluate the accuracy and typing speed- 23574Murphy2025-03-23
Please Stop Drawing Neural Networks Wrong
The Case for GOOD Diagrams- 23000Murphy2025-03-23
Multimodal 3D Brain Tumor Segmentation with Azure ML and MONAI
Running the medical imaging framework at scale on an enterprise ML platform- 29827Murphy2025-03-23
Logistic Regression
A deep introduction to multiclass logistic regression with theory and Python implementation- 28205Murphy2025-03-23
Feature Subset Selection
A tutorial on feature selection and a recommended strategy- 26130Murphy2025-03-23
Intro to TorchData: A Walkthrough with Conceptual Captions 3M
Learn how to use TorchData and DataPipes to efficiently stream large datasets like Conceptual Captions 3M.- 20385Murphy2025-03-23
Game Theory and Risk Management in one chart
An introduction to risk management principles- 27040Murphy2025-03-23
How My Python Scripts Sound More Like a Natural Conversation
Pipes are an incredibly fantastic technique for more human-friendly coding- 28425Murphy2025-03-23
An AI-Powered Analysis of our Postal Service Through Tweets
Delving into Machine Learning, Topic Modeling, and Sentiment Analysis to Uncover Valuable Customer Perspectives- 29623Murphy2025-03-23
Gradient Boosting: To Early Stop or Not To Early Stop
How early stopping halves training time for models like LightGBM, XGBoost and CatBoost.- 24905Murphy2025-03-23
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.