Design patterns provide a fundamental foundation to building maintainable and scalable software. Understanding how the patterns work, why they provide a benefit, and when to use them helps to ensure that software is built from reusable object-oriented …
I’ve mentioned before that I really don’t like the Abstract Factory pattern, and in particular, code like this: static IGUIFactory CreateOsSpecificFactory() { string sysType = ConfigurationSettings.AppSettings[“OS_TYPE”]; if (sysType == “Win”)…
Ken Van Haren and Chris Stanley were data scientists at Google and Square, respectively, who found themselves frustrated by how much time they were spending wrangling infrastructure versus doing actual data science. In surveying their colleagues, they found that it was a common problem. According to one poll, data scientists spend over half their time…
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