Data Science at Microsoft

Transforming network outage investigations with AIOps-powered postmortem reports

Charting the curves: Decoding non-linear separability in AI

Bootstrap methods for dependent data

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

Decoding strategies for language models in ONNX

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

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

The windows of perception: Object recognition and region proposals

A deep dive into history and…

The AI governance gambit: Scale your AI without making headlines

Building a multimodal Retrieval Augmented Generation (RAG) system: A technical overview

Five ways AI is transforming discovery and design in materials science

Countering data inbreeding in AI

The rise of Artificial Intelligence (AI) has been heralded as one of the most transformative forces of…

A comprehensive guide to building scalable conversational AI systems with the Azure ecosystem

Using differential privacy to understand usage patterns in AI applications

The journey of Large Language Models and the path toward Agentic AI

From data to insights: Enhancing PostgreSQL with Azure AI extensions

Scientific simulations in the era of AI

By Darsh Kodwani and Ehsan Zare Borzeshi

Introduction to causal inference using Double Machine Learning

Celebrating our fifth anniversary of Data Science at Microsoft

Theoretically it will work: The significance of questioning theoretical assumptions in computer vision

Open AI Code Interpreter redux

In September 2023, I published my first article for Data Science at Microsoft. It was about a powerful…

Advancing AIOps with anomaly detection in networking systems

Understanding and implementing LoRA: Theory and practical code for efficient fine-tuning

A methodology for enhancing AI chatbot performance through advanced prompt engineering

Decoding signals from unstructured text: The AI way