Principal Component Analysis Explained

Principal Component Analysis Explained

Computerphile explains PCA - Principle Component Analysis in an accessible way. Details
Sequential Estimation of Quantiles

Sequential Estimation of Quantiles

Here’s an interesting talk by Aaditya Ramdas on “Sequential Estimation of Quantiles with Applications to A/B-testing and Best-arm Identification” From the description: Consider the problem... Details
Tea: A High-level Language and Runtime System for Automating Statistical Analysis

Tea: A High-level Language and Runtime System for Automating Statistical Analysis

Here’s an interesting talk by Eunice Jun on a language she’s working on. [Slides] From the video description: Current statistical tools place the burden of... Details
How Not to Fall for Bad Statistics

How Not to Fall for Bad Statistics

Worried about a shark attack when you go to the beach? Then you need to watch this video. From causation and correlation, to relative and... Details
How to Build a Biomedical Startup

How to Build a Biomedical Startup

Siraj Raval has built and open sourced an app called Dr Source, your personal medical question answering service! It uses a model called BioBERT trained... Details
A Full Statistics Course for Free

A Full Statistics Course for Free

Learn the essentials of statistics in this complete (and free!) course from freeCodeCamp.org. This course introduces the various methods used to collect, organize, summarize, interpret... Details
Data Science in the NBA

Data Science in the NBA

Bloomberg takes a look at the unique role of data science in professional basketball. From the description: With her PhD in math, Ivana Seric had... Details
How To Build The Next Billion Dollar Startup

How To Build The Next Billion Dollar Startup

Forbes sits down with legendary tech investor Peter Thiel and talks about the next big idea. Details
K-Means Clustering Clearly Explained

K-Means Clustering Clearly Explained

Here’s a great explainer video on K-Means Clustering by StatsQuest. Details
A Clear Explanation of ROC and AUC

A Clear Explanation of ROC and AUC

StatQuest has a clear explanation of ROC and AUC – a critical piece of evaluating machine learning models. Details