Posts in category

Programming


Artificial intelligence (Al) paychecks benefit from a scarce talent and high demand. It is as per the law of supply and demand, and currently, everything related to Al is in very high demand. The salaries of Al professionals are reaching the sky height and beyond it. It is also essential to note that one Japanese …

A team of quantum theorists seeking to cure a basic problem with quantum annealing computers—they have to run at a relatively slow pace to operate properly—found something intriguing instead. While probing how quantum annealers perform when operated faster than desired, the team unexpectedly discovered a new effect that may account for the imbalanced distribution of …

If you are interested in the fields of artificial intelligence and machine learning, you’re probably planning your path forward in the exciting and dynamic world of programming. But which languages should you study if you see AI and machine learning in your future? With so many to choose from, you need to be strategic about …

Solve real-world machine learning problems with Naïve Bayes classifiers. Naïve Bayes is a classification technique that serves as the basis for implementing several classifier modeling algorithms. Naïve Bayes-based classifiers are considered some of the simplest, fastest, and easiest-to-use machine learning techniques, yet are still effective for real-world applications. Naïve Bayes is based on Bayes’ theorem, formulated …

Data analysts can spend hours writing SQL each day to get the right insights. So it’s crucial that the tools in the Google Cloud Console make that job as easy and as fast as possible. Now, we’re excited to show you how BigQuery’s Cloud Console UI has been updated with radical usability improvements for more …

In some ways, learning to program a computer is similar to learning a new language. It requires learning new symbols and terms, which must be organized correctly to instruct the computer what to do. The computer code must also be clear enough that other programmers can read and understand it. In spite of those similarities, …

Earlier this month we announced the Document AI platform, a unified console for document processing. Document AI is a platform and a family of solutions that help businesses to transform documents into structured data with machine learning. With custom parsers and Natural Language Processing, DocAI can automatically classify, extract, and enrich data within your documents …

A machine learning workflow can involve many steps with dependencies on each other, from data preparation and analysis, to training, to evaluation, to deployment, and more. It’s hard to compose and track these processes in an ad-hoc manner—for example, in a set of notebooks or scripts—and things like auditing and reproducibility become increasingly problematic. Cloud …

Building AI-powered apps can be painful. I know. I’ve endured a lot of that pain because the payout of using this technology is often worth the suffering. The juice is worth the squeeze, as they say. Happily, over the past five years, developing with machine learning has gotten much easier thanks to user-friendly tooling. Nowadays I find …

An organization’s ability to quickly detect and respond to anomalies is critical to success in a digitally transforming culture. Google Cloud customers can strengthen this ability by using rich artificial intelligence and machine learning (AI/ML) capabilities in conjunction with an enterprise-class streaming analytics platform. We refer to this combination of fast data and advanced analytics as real-time AI. There are …