What is backpropagation really doing? | Chapter 3, Deep learning
- From 3Blue1Brown
- Video
- Intermediate
- 13 minutes
Database structure Growth experiments Product requirements
DevOps is a process that aims to ensure software works effectively at scale by combining key practices. Its primary goal is not only to build software but also to distribute it to users, ensuring its functionality and performance. The adoption of cloud technologies has changed software delivery, moving it to the web and making it more complex to manage. DevOps involves pre-release building, continuous integration and continuous delivery (CI/CD), infrastructure management, and monitoring. These aspects are crucial in maintaining application performance in the evolving landscape of software development.
In recent years, software delivery has undergone significant transformations due to internet-based consumption and the rise of public clouds like AWS. Software development has become more dynamic, with teams making code changes multiple times a day. DevOps has emerged as a response to these changes, focusing on building processes to manage the increased scale, complexity, and frequency of software releases. The pillars of DevOps include pre-release building practices, CI/CD and rigorous testing, infrastructure management, and monitoring. Understanding DevOps has become essential for successful software deployment and maintenance, with companies like JFrog and Datadog deeply embedded in the DevOps workflow.