Data Science in Intensive Care Preface Introduction Data Science in intensive care medicine What is data science? Big data in the ICU Artificial intelligence in the ICU Algorithms and techniques used in data science Data driven ICU management Opportunities and challenges of data science in intensive care medicine What is this ACE course all about? Workflow for a data science project. A simple project. First things first Our simple data science project A simple data science project using the Palmer Penguins data set A YouTube video to sum it all up! How to train in the field of Machine Learning, being an ICU doctor The mathematical refresher courses The second step in getting a MRe Conclusion Data Science in Intensive Care Data Science in Intensive Care Medicine Table of contents: Preface Introduction Data Science in intensive care medicine What is data science? Big data in the ICU Artificial intelligence in the ICU Algorithms and techniques used in data science Data driven ICU management Opportunities and challenges of data science in intensive care medicine What is this ACE course all about? Workflow for a data science project. A simple project. First things first Our simple data science project A simple data science project using the Palmer Penguins data set A YouTube video to sum it all up! How to train in the field of Machine Learning, being an ICU doctor The mathematical refresher courses The second step in getting a MRe Conclusion Data Science in Intensive Care Preface Introduction Data Science in intensive care medicine What is data science? Big data in the ICU Artificial intelligence in the ICU Algorithms and techniques used in data science Data driven ICU management Opportunities and challenges of data science in intensive care medicine What is this ACE course all about? Workflow for a data science project. A simple project. First things first Our simple data science project A simple data science project using the Palmer Penguins data set A YouTube video to sum it all up! How to train in the field of Machine Learning, being an ICU doctor The mathematical refresher courses The second step in getting a MRe Conclusion Data Science in Intensive Care
