Apache Spark is a popular open source analytics engine for large-scale data processing. Applications can be written in Java, Scala, Python, R, and SQL. These applications have flexible options to run on like Kubernetes or… Read More »Data Mechanics: Data Engineering with Jean-Yves Stephan
Apache Hudi is an open-source data management framework used to simplify incremental data processing and data pipeline development. This framework more efficiently manages business requirements like data lifecycle and improves data quality. Some common use… Read More »Apache Hudi: Large Scale Data Systems with Vinoth Chandar
An application programming interface, API for short, is the connector between 2 applications. For example, a user interface that needs user data will call an endpoint, like a special URL, with request parameters and receive… Read More »Akita: Application Programming Interfaces with Jean Yang
The traveling salesman problem is a classic challenge of finding the shortest and most efficient route for a person to take given a list of destinations. This is one of many real-world optimization problems that… Read More »Nextmv: Optimization in Fluid Work Environments with Carolyn Mooney
Critical systems must be both safe from inadvertent harm and secure from malicious actors. However, safety and security practices have historically evolved in isolation. Safety-critical systems, such as aircraft and medical devices, have long been… Read More »Integrating Safety and Security Engineering for Mission-Critical Systems
Microservice architecture has become very common over the past few years because of the availability of containers and container orchestrators like Kubernetes. While containers are overall positive for scaling apps and making them more available,… Read More »Temporal Product: Managing State with Ryland Goldstein
Natural Language Processing (NLP) is a branch of artificial intelligence concerned with giving computers the ability to understand text and spoken words. “Understanding” includes intent, sentiment, and what’s important in the message. NLP powers things… Read More »Botpress: Natural Language Processing with Sylvain Perron
In software engineering, telemetry is the data that is collected about your applications. Unlike logging, which is used in the development of apps to pinpoint errors and code flows, telemetry data includes all operational data… Read More »New Relic: Telemetry and Intelligent Observability with Zain Asgar and Ishan Mukherjee
Over the past few years, society has seen a rebirth of interest in artificial intelligence (AI) and, more specifically, machine learning (ML) applications. As is typical in time periods of hardware performance spikes in which… Read More »Aligning DevSecOps and Machine Learning