Testing Assumptions in Real Estate: A Dive into Hypothesis Testing with the Ames Housing Dataset

In the realm of inferential statistics, you often want to test specific hypotheses about our data. Using the Ames Housing dataset, you’ll delve deep into the concept of hypothesis testing and explore if the presence of an air conditioner affects the sale price of a house. Let’s get started. Overview This post unfolds through the …

Video generation models as world simulators

We explore large-scale training of generative models on video data. Specifically, we train text-conditional diffusion models jointly on videos and images of variable durations, resolutions and aspect ratios. We leverage a transformer architecture that operates on spacetime patches of video and image latent codes. Our largest model, Sora, is capable of generating a minute of …

Unveiling the transformative AI technology behind watsonx Orders

You’re headed to your favorite drive-thru to grab fries and a cheeseburger. It’s a simple order and as you pull in you notice there isn’t much of a line. What could possibly go wrong? Plenty. The restaurant is near a busy freeway with roaring traffic noise and airplanes fly low overhead as they approach the …

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Detect anomalies in manufacturing data using Amazon SageMaker Canvas

With the use of cloud computing, big data and machine learning (ML) tools like Amazon Athena or Amazon SageMaker have become available and useable by anyone without much effort in creation and maintenance. Industrial companies increasingly look at data analytics and data-driven decision-making to increase resource efficiency across their entire portfolio, from operations to performing …

Google Cloud expands access to Gemini models for Vertex AI customers

In December, Google announced Gemini, our most capable and general model yet. Since December, select customers like Samsung and Palo Alto Networks have been building sophisticated AI agents with Gemini models in Vertex AI, unlocking new levels of productivity, personalized learning, and more for their users. Today, we’re bringing more Gemini models to our customers …