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Data Science at Microsoft

Lessons learned in the practice of data science at Microsoft

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  • Go to the profile of Darshkodwani
    Darshkodwani
    May 28

    Azure as a platform for science and industrial R&D

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    Go to the profile of Aditya Challapally
    Aditya Challapally
    May 26

    A practical guide to building enterprise-grade RL agents under strict privacy constraints

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    Go to the profile of Darshkodwani
    Darshkodwani
    May 21

    A primer for understanding quantum computing in 2025

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    1 response
    Go to the profile of Darina Bal Roitshtain
    Darina Bal Roitshtain
    May 19

    Leveraging Mean Opinion Score for quality assessment in computer vision

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    1 response
    Go to the profile of Sajal Mittal
    Sajal Mittal
    May 14

    Leveraging Explainable AI to proactively mitigate bias in automated decision systems

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    1 response
    Go to the profile of Aparana Gupta
    Aparana Gupta
    May 12

    The stability-plasticity dilemma in AI

    In the continuing odyssey of engineering truly sentient systems, one of the most formidable…

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    1 response
    Go to the profile of Eva Jurado Cortés
    Eva Jurado Cortés
    May 7

    AI agents: The digital sidekicks we never knew we needed!

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    Go to the profile of Marco Zatta
    Marco Zatta
    May 5

    How to improve mathematical skills with AutoGen agents

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    Go to the profile of Aparana Gupta
    Aparana Gupta
    Apr 30

    Stop the spill: The blueprint for eradicating data leakage

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    Go to the profile of Chandan Srivastava
    Chandan Srivastava
    Apr 28

    Empowering field engineers with SLM-based AI copilots in disconnected mode

    Welcome to an era of Small…

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    1 response
    Go to the profile of Darshkodwani
    Darshkodwani
    Apr 23

    SLMs on edge: A classifier approach for function calling

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    Go to the profile of Davidjonietz
    Davidjonietz
    Apr 21

    Safety and security in agentic systems

    Safety and security in agentic AI systems are critical due to…

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    Go to the profile of Mehul Jain
    Mehul Jain
    Apr 16

    Continuous improvement with agentic AI: Conducting a virtual gemba walk

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    Go to the profile of Juhi Singh
    Juhi Singh
    Apr 14

    Comprehensive evaluation framework for LLM-generated content

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    Go to the profile of Aparana Gupta
    Aparana Gupta
    Apr 7

    Data currency: Gain the temporal edge in AI

    In today’s hyper-connected digital era, where every millisecond can redefine markets…

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    Go to the profile of Juhi Singh
    Juhi Singh
    Mar 31

    Optimizing prompt refinement: Algorithmic strategies for LLM-driven classification

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    Go to the profile of Aparana Gupta
    Aparana Gupta
    Mar 26

    Data distillation: Preserving essence when distilling smart and synthetic data

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    Go to the profile of Sabrina Bonaparte
    Sabrina Bonaparte
    Mar 24

    Data skills: Unlocking career versatility

    Does the thought of not knowing what’s around the next corner scare you or give you…

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    Go to the profile of Diljeet Singh Sethi
    Diljeet Singh Sethi
    Mar 19

    Figure 1 (High Level Architecture)

    Transforming network outage investigations with AIOps-powered postmortem reports

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    Go to the profile of Aparana Gupta
    Aparana Gupta
    Mar 17

    Charting the curves: Decoding non-linear separability in AI

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    Go to the profile of Alex Heilman
    Alex Heilman
    Mar 12

    Bootstrap methods for dependent data

    In software development, making well-informed decisions is crucial for achieving success. When…

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    Go to the profile of Darshkodwani
    Darshkodwani
    Mar 10

    Decoding strategies for language models in ONNX

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    Go to the profile of Aparana Gupta
    Aparana Gupta
    Mar 6

    Navigating the hyperparameter maze: Multidimensional pursuit of precision, performance and practicality

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    Go to the profile of shima ghassempour
    shima ghassempour
    Mar 4

    Beyond thumbs up and thumbs down: A human-centered approach to evaluation design for LLM products

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    1 response
    Go to the profile of James Asher
    James Asher
    Feb 27

    The windows of perception: Object recognition and region proposals

    A deep dive into history and…

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