SQL Server is one of the most popular database systems out there being used by enterprises of all sizes, verticals, and regions.

A introduction to relational databases and SQL Server

Learn the fundamentals of statistics, including measures of center and spread, probability distributions, and hypothesis testing with no coding involved!

Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

Get started with system programming on IBM Z. Learn the core concepts, tools, and techniques required to manage and optimize mainframe environments effectively.

Get started with system programming on IBM Z. Learn the core concepts, tools, and techniques required to manage and optimize mainframe environments effectively.

Start your Tableau journey with our Introduction to Tableau course. Discover Tableau basics such as its features and dashboards.

This course is focused on using the flexibility and “ease of use” of TensorFlow 2.x and Keras to build, train, and deploy machine learning models. You will learn about the TensorFlow 2.x API hierarchy and will get to know the main components of TensorFlow through hands-on exercises. We will introduce you to working with datasets and feature columns. You will learn how to design and build a TensorFlow 2.x input data pipeline. You will get hands-on practice loading csv data, numPy arrays, text data, and images using tf.Data.Dataset. You will also get hands-on practice creating numeric, categorical, bucketized, and hashed feature columns. We will introduce you to the Keras Sequential API and the Keras Functional API to show you how to create deep learning models. We’ll talk about activation functions, loss, and optimization. Our Jupyter Notebooks hands-on labs offer you the opportunity to build basic linear regression, basic logistic regression, and advanced logistic regression machine learning models. You will learn how to train, deploy, and productionalize machine learning models at scale with Cloud AI Platform.

The easiest and most pleasant way to get started with unit testing, JUnit, and Test Driven Development (TDD) that you could imagine.

The Big Data revolution has exposed the limitations of traditional data processing models like cubes and ETL. Learn a different way of doing things with the Azure Data Lake, using the U-SQL language to query raw data files and create databases.

This course will show you how to use the BABOK® guide by introducing you to the key vocabulary needed for successful business analysis work and your business analysis certification exams.

C# is a strongly-typed language. In this course, you’ll learn how to work with built-in data types, classes, interfaces, and inheritance.