Deep Learning Algorithms - The Complete Guide


This highly approachable article describes each deep learning algorithm with understandable language and easy-to-digest diagrams.

That said, with AutoML-Zero mentioned in the previous newsletter, perhaps knowing what these are and do will be moot once our robot overlords require us for more โ€œhumanโ€ tasks. ๐Ÿ˜†

Deep Learning Algorithms - The Complete Guide (AI Summer) Collaborative data exploration


This new collaborative service allows data scientists and analysts to push data visualizations via Python and R so that others can see and comment on the results. Itโ€™s also able to track revisions and is currently free for any public stacks. Here are some cool examples:

The service is still relatively new but shows a lot of promise.


Since the COV-19 pandemic is still very much in our collective attention (and possibly even ramping up), Iโ€™m going to keep this callout going. The more data we share about this outbreak, the better future generations will be prepared.

COVID-19 Open Research Dataset (CORD-19) - A public dataset of over 44,000 scholarly articles, including over 29,000 with full text, about COVID-19, and the coronavirus family of viruses for use by the global research community.

Covidify: Python COVID-19 Data Analysis - This daily updated repository has datasets and tools which will extract the latest data and generate reports.

COVID-19 Dashboard - Yet another dashboard, but this one was created by a teenager from Washington State, Avi Schiffmann.