Our Favorite Posts Of Last Week (Dec 29, 2019)

Google Brain’s AI achieves state-of-the-art text summarization performance

Summarizing text is a task at which machine learning algorithms are improving, as evidenced by a recent paper published by Microsoft.
Link: https://venturebeat.com/2019/12/23/google-brains-ai-achieves-state-of-the-art-text-summarization-performance/
Word Count: 430

Lectures and Tutorials for Introduction to and Overview of the Field

This page is a collection of MIT courses and lectures on deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence organized by Lex Fridman. Here are some steps to get started:
Link: https://deeplearning.mit.edu/?fbclid
Word Count: 169

Recent Advancements in NLP

In a previous post, I wrote about two recent important concepts in NLP — Word Embedding and RNN. In this post, I’ll cover the concept of Attention and Transformer which have become the building blocks for most of the state of the art models in NLP at present.
Link: https://towardsdatascience.com/recent-advancements-in-nlp-2-2-df2ee75e189
Word Count: 1758

TechSEO Crawler

Build a small, 3 domain internet using Github pages and Wikipedia and construct a crawler to crawl, render, and index. In order to crawl a small internet of sites, we have to create it. This tool creates 3 small sites from Wikipedia data and hosts them on Github Pages.
Link: https://github.com/jroakes/tech-seo-crawler
Word Count: 709

TechSEO Boost 2019 Session Recordings

Listen to the TechSEO Boost 2019 session recordings, and up your technical SEO game. You can find each individual video below. Thank you to everyone who attended the event on December 4th and 5th, 2019 and helped to make the industry’s only technical SEO conference a success.
Link: https://www.catalystdigital.com/techseoboost-2019-session-recordings/
Word Count: 388

The Good Parts of AWS — PRE‑ORDER

This is not a reference book. It won’t cover all of AWS or all its quirks. Instead, our goal is to help you realize which AWS features you’d be foolish not to use. Features for which you almost never need to consider alternatives.
Link: https://gumroad.com/l/aws-good-parts
Word Count: 320