There are various tools and techniques in data science which you need to bear in mind. But it's quite challenging for everyone to recall all the functions, formulas, and operations of each of the concepts. But the best way to gain a grip of them is by using data science cheat sheets. Data science cheat sheets are amazing resources for learning and practicing shortcut information about a certain topic. If you are looking for such information, then here are the best data science cheat sheets for you. As the core of data science is probability theory, when analysing data collected, the data often follows one of the widely known probability distributions.

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.