Artificial Intelligence (AI) Newsletter by Towards AI #15

If you have trouble reading this email, see it on a web browser. I hope you are well. In this issue, we dive into the maturation of the artificial intelligence (AI) ecosystem and its landscape for 2021, updated and curated resources for MLOps, how deep learning is accurately predicting traffic crashes before they occur, a complete data science cheat sheet with resources for stats, probability, ML and more, and some updates from our end. This issue is brought to you thanks to expert.ai: Learn how to apply natural language to one of the most challenging and real-world problems.