Cloud Computing Interview Questions Cloud Computing Interview Questions 1) How...Read More
There are an estimated 250 million "knowledge workers" in the world, a term that refers to everyone working in professional, technical, or management roles. These are people who, for the most part, do non-routine work that necessitates the management of information as well as the use of their brain and judgement. We, the authors of this blog entry, are part of that group. Regardless of whether you're a developer, data scientist, business analyst, or management, the bulk of you reading this essay are in the same boat.
Despite the fact that the bulk of knowledge work is non-routine, many knowledge workers find themselves undertaking tiresome repetitive chores as part of their day employment, particularly when it comes to data manipulation duties.
We'll look at Microsoft in this blog article.PROSE is an artificial intelligence (AI) solution that can generate software code snippets at just the right time and in just the right settings to enable knowledge workers automate typical data manipulation operations. These are often actions that most users would find too tedious or time consuming to even consider.
Data frames with the wrong data type are a common source of frustration for Python users. PROSE analyses the data intelligently and creates code to parse the information into the appropriate data types and handle exceptions. It can save Data Scientists a lot of time, depending on the amount of columns.
Consider a developer who has to construct a function to change text inputs but prefers to demonstrate the necessary transformation using an example rather than writing code. Let's say they need to change the format of their names from [First name] [Last name] to [Last name], [First initial]. For example, if the input was "Joseph Sirosh," the expected output would be "Sirosh, J."
We had a lot of fun with this situation in collaboration with Stack Overflow, where we built a chatbot for developers that leverages PROSE behind the scenes to produce a tonne of potential programmes and figure out which one is the best fit for a specific example provided by the developer. A Stack Overflow chatbot session is seen in Figure 5 below.
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