This article provides a weekly roundup of interesting AI papers, publications, books, and videos in the fields of Machine Learning, Deep Learning, Data Science, Software Engineering, Finance, and Business. It also mentions a new AI Made Simple subreddit and discord community. The article also features a spotlight section where individuals can share their work and connect with others in the community.