Statistics used in Machine Learning Algorithms

Statistics & Mathematics for Data Science & Data Analytics Great course for beginners I will teach you the Statistics knowledge necessary to understand data analytics algorithms commonly used in data mining tools. This course introduces concepts and statistics methods central to data analytics and business intelligence systems. To understand the results of data mining tools or machine learning tools, some basic statistics should be understood. For this course, I will explain some statistical methods, such as regression, clustering, logistic regression, and decision analysis, that are commonly used in data analytics algorithms. After successfully completing the course, students should understand how the Statistics techniques work for data mining and machine learning, apply management science and artificial intelligence techniques for prescriptive and predictive analytics.