Cracking the Machine Learning Interview — ResumeThere have been massive layoffs in several big companies. Many data scientists and machine learning engineers lost their jobs. I’m so…Jan 14, 20231Jan 14, 20231
Cracking the Machine Learning Interview — Binary SearchThis is a special topic in my machine learning interview preparation series. I have written an overview, which should be very useful if…Oct 2, 2022Oct 2, 2022
Cracking the Machine Learning Interview — Binary Classification MetricsBinary classification is very classic, and probably the simplest supervised learning problem. It is also the most popular problem in…Aug 18, 20221Aug 18, 20221
Cracking the Machine Learning Interview — OverviewMachine learning techniques have been applied in many areas, and machine learning roles are in great need. Machine learning engineers or…Aug 14, 2022Aug 14, 2022
Three Qualities of a Great Ph.D. AdvisorA professor is usually well trained for doing research, for writing proposals, and probably for teaching. But most of them were not trained…Feb 16, 2022Feb 16, 2022
Try Everything: the Monty Hall Problem and the Bayes’ TheoremYou have a job but you don’t quite like it. Will you stay in your current position forever or will you explore? It is a hard question, for…Jan 12, 2022Jan 12, 2022
Academia or Industry? My Two CentsFirst congratulations for having these options! You have worked hard in the Ph.D. program and finally you earned the option to stay in the…Dec 23, 2021Dec 23, 2021
What is a Second-Price Auction and Why We Like ItThe U.S. has witnessed a crazy housing market has in the past year with demand far outstriping supply. Buyers are involved in bidding wars…Dec 16, 20211Dec 16, 20211
How to Review an Academic Paper?Reviewing a paper is a challenging task. Usually only a senior Ph.D. or above has the opportunity to review papers for academic conferences…Dec 14, 20211Dec 14, 20211
