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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 Yasmin Bokobza
    Yasmin Bokobza
    Jul 9

    GraphRAG-powered AI Agent interfaces: Real-world applications in incident and change management (Part 2 of 2)

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    Go to the profile of Mehul Jain
    Mehul Jain
    Jul 7

    Fine-tuning LLMs with Reinforcement Learning

    How to apply policy gradients like PPO, DPO, OPRO, and…

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    Go to the profile of Juhi Singh
    Juhi Singh
    Jun 30

    Causal inference in practice: Methodological lessons from DoWhy, Fixed Effects, and EconML

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    Go to the profile of Yasmin Bokobza
    Yasmin Bokobza
    Jun 23

    GraphRAG-powered AI Agent interfaces: Revolutionizing content retrieval and generation with graph-augmented…

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    Go to the profile of Karol Zak
    Karol Zak
    Jun 18

    Taming complexity: Evaluation framework for agentic chatbots in business-critical environments

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    1 response
    Go to the profile of Tsu-Ting
    Tsu-Ting
    Jun 16

    Using Large Language Models for time series analysis: Methods, potentials, and limitations

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    Go to the profile of Kosuke Fujimoto
    Kosuke Fujimoto
    Jun 11

    Unlocking the power of data synthesis for function calling with fine-tuned SLMs

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    Go to the profile of Eva Jurado Cortés
    Eva Jurado Cortés
    Jun 9

    Agents of table: When AI sneaks into your lakehouse — by invitation only

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    Go to the profile of Juhi Singh
    Juhi Singh
    Jun 4

    Transforming Azure cost management with AI: From natural language queries to automated insights and actions

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    Go to the profile of Alessia Lin
    Alessia Lin
    Jun 2

    Scaling model training with PyTorch Distributed Data Parallel (DDP) on Azure Machine Learning

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    1 response
    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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