Using Machine Learning – ML to Predict High-Impact Research

Using Machine Learning – ML to Predict High-Impact Research DELPHI, an artificial intelligence framework, can give an “early-alert” signal for future key technologies by learning from patterns gleaned from previous scientific publications. Becky Ham | MIT Media Lab Publication Date: May 17, 2021 An artificial intelligence framework built by MIT researchers can give an “early-alert” signal for future high-impact technologies, …

Understanding Design Docs Principles

Run Your Data Projects Effectively with The Right Design Docs A good design docs is inseparable from A Good Data Scientist and Engineer — Vincent Tatan, Google ML Engineer In most cases, Engineers spent 18 months contemplating and writing documents on how best to serve the customer. — Eugene Yan, Amazon Data Scientist Last month, I presented the undeniable importance …

How to Write Better with The Why, What, How Framework

Here’s a story from the early days of Amazon Web Services: Before writing any code, engineers spent 18 months contemplating and writing documents on how best to serve the customer. Amazon believes this is the fastest way to work—thinking deeply about what the customer needs before executing on that rigorously refined vision. Similarly, as a data scientist, though I solve …

How to Write Design Docs for Machine Learning Systems

Design documents come in all shapes and sizes. But IMHO, they have the same purpose—to help the author think deeply about the problem and solution, and get feedback. Thinking deeply comes with writing the design doc. To propose a good design, you have to research and understand the problem space. Then, communicating what you’ve learned via a document with different …