This guide details the process of setting up dedicated Jupyter kernels for AI/ML and PyHC projects on a JupyterHub server. These steps assume you have administrative access to the server and the necessary permissions to install software. Creating Directories Let's pull in the script to create ou...
Nithya was formerly a Staff Research Scientist at Google Research, Mountain View. She founded and led Google Research India’s HCI teams and introduced and fostered several students into the fields of HCI and AI/ML. Nithya’s work has been covered in venues like VentureBeat, MIT Technology Revi...
This exceptional resource is the culmination of my PhD journey in Machine Learning, specializing in Conformal Prediction under the supervision of its creator, Prof. Vladimir Vovk. Since 2015, I have painstakingly gathered these invaluable resources, and upon completing my PhD (my thesis, "Machine Le...
Curtis completed hisPhD at MITwhere he invented Cleanlab’salgorithmsfor automatically finding issuesin most datasets. Curtis is the recipient of theMIT Morris Levin Thesis Award, theNSF Fellowship, and theGoldwater Scholarshipand has worked at several leading AI research groups, including Google, Ocul...
GRADUATE STUDY IN THE COMPUTER AND MATHEMATICAL SCIENCES: A SURVIVAL MANUAL by Dianne Prost O'Leary-- Very thorough How to do Research At the MIT AI Lab-- old but helpful An Opinionated Guide to ML Research by John Schulman (Scientist at OpenAI) ...