Despite the growing global investment in AI, women-founded startups remain underrepresented in the venture capital landscape. Just last year, female-founded companies in Europe received just 1.8% of total VC funding.  To help close this gender gap, we are opening up applications for the Google for Startups Accelerator: Women Founders program for Europe & Israel. This […]

The exponential growth of machine learning models brings with it ever-increasing datasets. This data deluge creates a significant bottleneck in the Machine Learning Operations (MLOps) lifecycle, as traditional data preprocessing methods struggle to scale. The preprocessing phase, which is critical for transforming raw data into a format suitable for model training, can become a major […]

Written by: John Wolfram, Josh Murchie, Matt Lin, Daniel Ainsworth, Robert Wallace, Dimiter Andonov, Dhanesh Kizhakkinan, Jacob Thompson Note: This is a developing campaign under active analysis by Mandiant and Ivanti. We will continue to add more indicators, detections, and information to this blog post as needed. On Wednesday, Jan. 8, 2025, Ivanti disclosed two […]

At Google Cloud, we focus on building the most competitive and powerful network of support for startups. One of the ways we show our support is by partnering with investors, accelerators, and incubators to deliver the resources and benefits that help startups succeed. For example, we are proud to partner with marquee institutions who invest […]

Foundation models such as Gemini have revolutionized how we work, but sometimes they need guidance to excel at specific business tasks. Perhaps their answers are too long, or their summaries miss the mark. That’s where supervised fine-tuning (SFT) comes in. When done right, it unlocks incredible precision to tailor Gemini for specialized tasks, domains, and […]

Online video consumption has skyrocketed. A staggering 1.8 billion people globally subscribed to streaming services in 20231, and 92% of internet users worldwide watched online videos every month in 20242. This growth creates a significant opportunity for advertisers who want to reach their customers with great creative, but ineffective ad placement can disrupt their customers’ […]

Cloud incidents happen. And when they do, it’s incumbent on the cloud service provider to communicate about the incident to impacted customers quickly and effectively — and for the cloud service consumer to use that information effectively, as part of a larger incident management response.  Google Cloud Personalized Service Health provides businesses with fast, transparent, […]

Like many PyTorch users, you may have heard great things about JAX — its high performance, the elegance of its functional programming approach, and its powerful, built-in support for parallel computation. However, you may have also struggled to find what you need to get started: a straightforward, easy-to-follow tutorial to help you understand the basics […]