Managing Supply and Demand Balance Through Machine Learning
Achieving DoorDash’s objectives requires a good balance between the supply of Dashers and the demand for orders. Learn how we manage this with ML…
Read more »Quickly Training Game-Playing Agents with Machine Learning
Posted by Leopold Haller and Hernan Moraldo, Software Engineers, Google Research In the last two decades, dramatic advances in compute an…
Read more »Solving Machine Learning Performance Anti-Patterns: A Systematic Approach
This article is a high-level introduction to an efficient worfklow for optimizing runtime performance of machine learning systems running on the GPU. Using traces from Nsight Systems to show real production scenarios, I introduce a set of common utilizati…
Read more »Revealing Our ‘Hidden Visits’ with Cell Phone Data and Machine Learning
Researchers from China and the United States have collaborated on research that uses machine learning techniques to discern the ‘hidden visits’ we make when we move around the country, but do not make enough phone calls or use our phones enough for a comp…
Read more »Improving Genomic Discovery with Machine Learning
Posted by Andrew Carroll, Product Manager and Cory McLean, Software Engineer, Google Health Each person’s genome, which collectively enco…
Read more »Re-Identifying People Through Wearable Health Data and Machine Learning
A new type of privacy attack based on wearable health data has been identified by researchers from the University of Massachusetts Lowell. Person Re-identification Attack (PRI-Attack) uses HIPAA-compliant, publicly available data from health wearables to …
Read more »Quantum Machine Learning and the Power of Data
Posted by Jarrod McClean, Staff Research Scientist and Hsin-Yuan (Robert) Huang 1 , Intern, Google Quantum AI Quantum computing has rapi…
Read more »Introduction to Machine Learning Interviews Book
You can read the web-friendly version of the book here. You can find the source code on GitHub.
Read more »Machine Learning in Excel
Excel has many features that allow you to create machine learning models directly within your workbooks.
Read more »How to Build Customizable Web UI for Machine Learning with Streamlit and DVC
Custom ML Toolings. DVC for tracking the data and Streamlit to visualize any tracked data (metrics, models) in an interactive Web UI.
Read more »