Systems | Development | Analytics | API | Testing

Introduction to Machine Learning Models

Over the last 100 years alone, artificial intelligence has achieved what was once believed to be science fiction: cars that drive themselves, machine learning models that diagnose heart disease better than doctors can, and predictive customer analytics that lead to companies knowing their customers better than their parents do. This machine learning revolution was sparked by a simple question: can a computer learn without explicitly being told how?

How to Use Kong Gateway With K3s For IoT and Edge Computing on Kubernetes

Once upon a time, we had these giant structures where thousands of people would congregate to share ideas, pamphlets filled to the margins with buzz words and cheap, branded t-shirts. Yep, tech conferences – oh what a relic of the past that I miss. It used to be part of my job to attend these.

A Deep Dive Into V8

A majority of front-end developers deal with this buzzword all the time: V8. A big part of its popularity is due to the fact that it led JavaScript to a new level of performance. Yes, V8 is very fast. But, how does it perform its magic and why is it so responsive? The official docs state that “V8 is Google’s open source high-performance JavaScript and WebAssembly engine, written in C++. It is used in Chrome and Node.js, among others”.

Video: Database Optimization

Most modern web applications are heavily reliant on persisting data with relational databases, and so it’s no surprise that a large part of application performance monitoring relates to keeping an eye on database performance to ensure that our SQL queries are as efficient as possible. With this in mind, Scout features a Database Addon module, and in this video we are going to take a closer look at what it has to offer.

How to work with databases

To start working with a MySQL, PostgreSQL, Oracle or MSSQL database, all you need to do is to select our Database connector. We have already learned from the short video on credentials that there are quite a few fields to fill in when you need to connect to a database for the first time. The data you see me enter here is merely from our test database.

The New Urgency to Transform to a Platform Business Model

The current situation has precipitated an intense acceleration of digital transformation. The future was always uncertain, but is now ever more so. Companies that run platform business models are proving to be relatively resilient during this uncertain time, and are likely to emerge stronger than ever. APIs are critical to these companies, and many traditional businesses are starting to adopt a platform strategy not only to survive, but to thrive.

Genomics analysis with Hail, BigQuery, and Dataproc

At Google Cloud, we work with organizations performing large-scale research projects. There are a few solutions we recommend to do this type of work, so that researchers can focus on what they do best—power novel treatments, personalized medicine, and advancements in pharmaceuticals.