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It is becoming more important to master MLOps (Machine Learning Operations) for those who want to effectively deploy, monitor, and maintain their ML models in production. MLOps is a set of practices that aims to merge ML system development (Dev) and ML system operation (Ops). Luckily, the open-source…
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There’s never been a more exciting time to break into tech. And there’s always a growing demand for skilled software engineers. So how do you land a software engineering job—even if you're taking the self-taught route—without a CS degree?
To help you get there, we’ve compiled this list…
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MetaGPT is a multi-agent framework for assigning roles to various agents which leads to the formation of collaborative entities which are able to work in tandem to execute complex instructions. MetaGPT bills itself as a "software company as multi-agent system," giving you an idea of the…
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Accessing ChatGPT online is very simple - all you need is an internet connection and a good browser. However, by doing so, you may be compromising your privacy and data. OpenAI stores your prompt responses and other metadata to retrain the models. While this might not be a…
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If you’ve programmed in a language like C++ or Java, you’ve likely used enums to create named constants. Enums are helpful when you have a variable that takes one of a fixed number of values—often related such as the days of the week, student grades, order status, and…
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SQL is a must-have skill for all data professionals. But achieving mastery in SQL is a continuous journey.
Here we’ve compiled a list of five super useful yet free SQL courses to help you learn and become proficient in SQL. These courses cover all the SQL you’ll need…
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In today's fast-paced world, we're bombarded with more information than we can handle. We’re increasingly getting used to receiving more information in less time, leading to frustration when having to read extensive documents or books. That's where extractive summarization steps in. To the heart of a text,…
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In my decade of teaching online, the most significant inspiration has been that online learning democratizes access to education globally. Regardless of your ethnic background, income level, and geographical location—as long as you can surf the web—you can find an ocean of free educational content to help you learn…
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Have you heard of Andrej Karpathy? He's a renowned computer scientist and AI researcher known for his work on deep learning and neural networks. He played a key role in the development of ChatGPT at OpenAI and was previously the Sr. Director of AI at Tesla. Even before…
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Comments by Tom Miller, Faculty Director of Northwestern University’s MSDS program.
Years ago, as a student of applied statistics at the University of Minnesota, I learned a lesson about programming in academia. At the start of the course, the professor said,
"I don't care what language you use for assignments, as…