microsoft / Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

microsoft / edgeai-for-beginners

This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.

py-why / EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

microsoft / FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Azure / AzurePublicDataset

Microsoft Azure Traces

Cyb3r-Monk / Threat-Hunting-and-Detection

Repository for threat hunting and detection queries, etc. for Defender for Endpoint and Microsoft Sentinel in KQL(Kusto Query Language).

microsoft / fabric-samples

Samples and data for Microsoft Fabric Learn content

microsoft / TinyTroupe

LLM-powered multiagent persona simulation for imagination enhancement and business insights.

microsoft / PhiCookBook

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

microsoft / CyberBattleSim

An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.

microsoft / TextWorld

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

microsoft / KBLaM

Official Implementation of "KBLaM: Knowledge Base augmented Language Model"

microsoft / Dynamics-365-FastTrack-Implementation-Assets

Dynamics 365 FastTrack Implementation guides

DataFabric-Academy / ms-fabric-data-science

Hands-on Microsoft Fabric Data Science labs (FreshMart churn) with Thai study notes, PySpark/MLflow, and DP-604-aligned learning path.

microsoft / iqdeepdive

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microsoft / ConsumptionCentral-for-Microsoft-Copilot

One Power BI template for Microsoft Copilot credit consumption and cost - Cowork/Work IQ, Copilot Studio, GitHub Copilot and Azure AI Foundry.