by | Jul 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
There is a race towards language models with longer context windows. But how good are they, and how can we know?Continue reading on Towards Data Science » There is a race towards language models with longer context windows. But how good are they, and how can we...
by | Jul 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Image created by author using Dall-EResults point to a promising approachA special shoutout to Manas Singh and Evan Jolley for collaborating with us on this research!A potential application of LLMs that has attracted attention and investment is around their ability to...
by | Jul 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A study case of credit card fraud1. Introduction2. How does a model make predictions3. Confusion Matrix4. Metrics to Evaluate Model Performance5. When to use what metrics1. IntroductionOnce we trained a supervised machine learning model to solve a classification...
by | Jul 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Line-By-Line, Let’s Reproduce GPT-2: Section 2 — Hardware OptimizationThis blog post will go line-by-line through the hardware optimizations in Section 2 of Andrej Karpathy’s “Let’s reproduce GPT-2 (124M)”Image by Author — SDXLAs a quick recap, in Section 1 we went...
by | Jul 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Celebrating International Cat Day with PythonContinue reading on Towards Data Science » Celebrating International Cat Day with PythonContinue reading on Towards Data Science » getting-started, python, data-science, guides-and-tutorials, cats Towards Data Science...
by | Jul 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Handling Feedback Loops in Recommender Systems — Deep Bayesian BanditsUnderstanding fundamentals of exploration and Deep Bayesian Bandits to tackle feedback loops in recommender systemsImage from ChatGPT-4oIntroductionRecommender system models are typically trained to...
