This penultimate issue of 2018 has a review of common mistakes to avoid when doing Machine Learning; The most popular Python IDEs/editors, according to our poll; Machine Learning / AI Main Developments in 2018 and Key Trends for 2019; The Machine Learning Project Checklist; The difference between learning ML and learning DS; A very comprehensive list of ML resources, and more.