Systems | Development | Analytics | API | Testing

Scalable Python on BigQuery using Dask and NVIDIA GPUs

BigQuery is Google Cloud’s fully managed serverless data platform that supports querying using ANSI SQL. BigQuery also has a data lake storage engine that unifies SQL queries with other open source processing frameworks such as Apache Spark, Tensorflow, and Dask. BigQuery storage provides an API layer for OSS engines to process data. This API enables mixing and matching programming in languages like Python with structured SQL in the same data platform.

Medical apps need a unique healthcare software QA strategy

Across nearly every industry, the COVID-19 pandemic ushered in a period of immediate digital disruption. With lives at risk, the healthcare industry quickly innovated to provide fitness, wellness, and medical care on familiar devices. Now, two years after the pandemic’s start, medical apps face compounding pressures to match the speed and quality of consumer demands.

Getting Started with API Contract Testing

Learn what OpenAPI-driven contract testing is, how and when contract testing is performed and scaled for massive microservices programs, and how it can provide relief to development teams that have been overwhelmed by testing bottlenecks and increasing rates of code errors in production. The world runs on apps and platforms built from microservices – and microservices run on APIs.

[MLOPS] From experiment management to model serving and back. A complete usecase, step-by-step!

The recording of our talk at the MLOps World summit. This talk covers a complete example, starting from experiment management and data versioning, building up into a pipeline and finally deploying using ClearML serving with drift monitoring. We then induce artifical drift to trigger the monitoring alerts and go back down the chain to quickly retrain a model and deploy it using canary deployment.

How to use Flutter with Google Sheets, Apps Script, and Codemagic

Mark has been tracking his company expenses using Google Sheets for the past six months. Lately, it has been difficult to keep up with tracking expenses using the current method. He wants to ease the process for himself and his staff, but it’s necessary for him to use Google Sheets. What should he do? Mark decides to build an interface that can communicate with Google Sheets.

How to Fix the FileNotFoundException in Java.io

The java.io.FileNotFoundException is a checked exception in Java that occurs when an attempt to open a file denoted by a specified pathname fails. This exception is thrown by the FileInputStream, FileOutputStream, and RandomAccessFile constructors when a file with the specified pathname either does not exist or is inaccessible.