Case Study Processing Software Software Engineering 
The Morning Paper
JULY 7, 2019
Software engineering for machine learning: a case study Amershi et al., Previously on The Morning Paper we’ve looked at the spread of machine learning through Facebook and Google and some of the lessons learned together with processes and tools to address the challenges arising. A general process.
The Netflix TechBlog
DECEMBER 14, 2023
Engineers from across the company came together to share best practices on everything from Data Processing Patterns to Building Reliable Data Pipelines. The result was a series of talks which we are now sharing with the rest of the Data Engineering community!
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Strategic Tech
MARCH 16, 2021
There are a few qualities that differentiate average from high performing software engineering organisations. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. Investing in design should be rewarded.
The Morning Paper
FEBRUARY 13, 2020
Programs, life cycles, and laws of software evolution , Lehman, Proc. As computers play an ever larger role in society and the life of the individual, it becomes more and more critical to be able to create and maintain effective, cost-effective, and timely software. The change process itself must be planned and controlled.
The Morning Paper
FEBRUARY 16, 2020
Migrating a privacy-safe information extraction system to a software 2.0 This is a comparatively short (7 pages) but very interesting paper detailing the migration of a software system to a ‘Software 2.0’ A really interesting thing happens when you go from developing a Software 1.0 (i.e., In Software 1.0
Tasktop
FEBRUARY 20, 2020
Meet Jason Grodan, a Software Training Specialist at Tasktop! My role at Tasktop is a ‘Software Training Specialist’. What does a typical day as a Software Training Specialist look like for you? It can be time consuming, but I actually really enjoy this process because I get to test out and learn about Tasktop’s new features.
The Netflix TechBlog
NOVEMBER 22, 2019
This entertaining romp through the tech stack serves as an introduction to how we think about and design systems, the Netflix approach to operational challenges, and how other organizations can apply our thought processes and technologies. Technology advancements in content creation and consumption have also increased its data footprint.
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