Data Science with SQL Server (and Azure SQL Database)
This course teaches you how to start doing data science with Microsoft SQL Server (and Azure SQL Database) using the in-database Machine Learning Services (ML Services). During the course, you will learn about all stages of a real-life data science project, starting with business and data understanding, continuing with data overview and data preparation, and then switching to basic statistical analysis, followed by using more advanced algorithms, evaluating, and finally deploying the model in a SQL Server database. You will learn how to use languages that come with SQL Server, from Transact-SQL (T-SQL) to ML Services (in-database) with R and Python. Code examples are written in all three languages mentioned. You will also learn how to select the right algorithm for specific tasks and get a basic understanding of the mathematics behind each algorithm.