Tips for Tuning Hyperparameters in Machine Learning Models

2 years ago

If you’re familiar with machine learning, you know that the training process allows the model to learn the optimal values…

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

2 years ago

Large language models are trained on massive scrapes of the web, which are often unstructured, noisy, and poorly phrased. Current…

Build custom generative AI applications powered by Amazon Bedrock

2 years ago

With last month’s blog, I started a series of posts that highlight the key factors that are driving customers to…

Announcing LangChain on Vertex AI for AlloyDB and Cloud SQL for PostgreSQL

2 years ago

Among application developers, LangChain is one of the most popular open-source LLM orchestration frameworks. To help developers use LangChain to…

A US Judge Ruled That Google Is an Illegal Monopolist. Here’s What Might Come Next

2 years ago

Judge Amit Mehta’s ruling has triggered a potentially yearslong process to decide how to punish the company. For users, it…

AI for mental health screening may carry biases based on gender, race

2 years ago

A growing body of AI tools screen how people talk, searching for subtle changes that could indicate mental health concerns…

Integrating Scikit-Learn and Statsmodels for Regression

2 years ago

Statistics and Machine Learning both aim to extract insights from data, though their approaches differ significantly. Traditional statistics primarily concerns…

Can Chatbots Reduce Business Costs Dramatically? Expert Opinion and Insights

2 years ago

The clock strikes 3 AM. A potential buyer is browsing your website, eager to make a purchase, but they have…

A new generation of African talent brings cutting-edge AI to scientific challenges

2 years ago

Food security, healthcare and exploring the cosmos are among the ways students of a new pan-African Master’s program aspire to…

BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks

2 years ago

This paper was accepted at IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) 2024 Programmers frequently engage with machine…