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    Home » May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More
    Artificial Intelligence

    May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More

    ProfitlyAIBy ProfitlyAIMay 30, 2025No Comments3 Mins Read
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    By no means miss a brand new version of The Variable, our weekly e-newsletter that includes a top-notch collection of editors’ picks, deep dives, neighborhood information, and extra.

    We’re wrapping up one other eventful month, one during which we revealed dozens of recent articles on cutting-edge and evergreen matters alike: from math for machine studying engineers to the interior workings of the Model Context Protocol.

    Learn on to discover our most-read tales in Could—the articles our neighborhood discovered essentially the most helpful, actionable, and thought-provoking.

    In case you’re feeling impressed to jot down about your personal ardour initiatives or latest discoveries, don’t hesitate to share your work with us: we’re all the time open for submissions from new authors, and our Writer Cost Program just became considerably more streamlined this month.


    Learn how to Study the Math Wanted for Machine Studying

    All people loves a very good roadmap. Living proof: Egor Howell‘s actionable information for ML practitioners, outlining the most effective approaches and sources for mastering the baseline information they want in linear algebra, statistics, and calculus.

    New to LLMs? Begin Right here

    We had been delighted to publish one other wonderful information this month: Alessandra Costa‘s beginner-friendly intro to all issues RAG, fine-tuning, brokers, and extra.

    Inheritance: A Software program Engineering Idea Knowledge Scientists Should Know To Succeed

    Nonetheless on the theme of core abilities, Benjamin Lee shared an intensive primer on inheritance, a vital coding idea.

    Different Could Highlights

    Discover extra of our hottest and broadly circulated articles of the previous month, spanning various matters like information engineering, healthcare information, and time collection forecasting:

    • Sandi Besen launched us to the Agent Communication Protocol, an modern framework that permits AI brokers to collaborate “throughout groups, frameworks, applied sciences, and organizations.”
    • Staying on the ever-trending subject of agentic AI, Hailey Quach put collectively a very useful useful resource for anybody who’d prefer to study extra about MCP (Mannequin Context Protocol).
    • How must you go about implementing a number of linear regression evaluation on real-world information? Junior Jumbong walks us by the method in a affected person tutorial.
    • Find out how a machine studying library can speed up non-ML computations: Thomas Reid unpacks a few of PyTorch’s less-known (however very highly effective) use instances.
    • In one among final month’s greatest deep dives, Yagmur Gulec walked us by a preventive-healthcare venture that leverages machine studying approaches.
    • From easy averages to blended methods, the newest installment in Nikhil Dasari‘s collection focuses on the methods you’ll be able to customise mannequin baselines for time collection forecasting.

    Meet Our New Authors

    Each month, we’re thrilled to welcome a recent cohort of Data Science, machine studying, and AI consultants. Don’t miss the work of a few of our latest contributors:

    • Mehdi Yazdani, an AI researcher in Florida, shares his newest work on coaching neural networks with two goals.
    • Joshua Nishanth A joins the TDS neighborhood with a wealth of expertise in information science, deep studying, and engineering.

    We love publishing articles from new authors, so in the event you’ve just lately written an attention-grabbing venture walkthrough, tutorial, or theoretical reflection on any of our core matters, why not share it with us?


    Subscribe to Our Publication



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