Course catalog

Scala Essential Training for Data Science

Use Scala in your data science work. Explore the Scala features most useful to data scientists, including custom functions, parallel processing, and programming Spark with Scala.

Side Hustle Strategies for Data Science and Analytics Experts

Diversify your career prospects by integrating a side hustle with your existing responsibilities. Learn how to leverage your data science and analytics skills to work for yourself.

Smart Cities: Solving Urban Problems Using Technology

To solve problems like traffic and air pollution, cities need to think differently. Find out how cities, like Palo Alto in California, use technology to improve quality of life.

Smarter Cities: Using Data to Drive Urban Innovation

Learn about the future of cities and how smart cities are rising to meet the challenges of rapid urban development. Discover how to start a career in urban innovation.

Social Network Analysis Using R

Examine the relationships and trends among social networks in new and exciting ways. Learn how to perform social network analysis with R.

Spark for Machine Learning & AI

Discover the powerful Apache Spark platform for machine learning. Learn about preprocessing data, applying algorithms to a variety of machine learning problems, and more.

SQL for Exploratory Data Analysis Essential Training

Learn how to use SQL to understand the characteristics of data sets destined for data science and machine learning.

SQL Server 2016: Administer a Database Infrastructure

Learn how to administer SQL Server 2016, and prepare for the Microsoft MCSA Administering a SQL Database Infrastructure (70-764) certification exam.

SQL Server 2017: Linux, Docker, and macOS

SQL Server is not just for Windows anymore. Learn how to install and connect to SQL Server 2017 on Linux, from Docker containers, and from macOS.

SQL Server 2017: What's New

See what's new and notable in SQL Server 2017, including Linux compatibility and Python scripting.

SQL Server Database Triggers

Learn how to use SQL Server database triggers to automate routine tasks and facilitate a more consistent, reliable, and predictable system.

SQL Server Integration Services

Learn how to extract, transform, and load data (and create ETL packages) with SQL Server Integration Services, one of the core add-on components to SQL Server.

SQL Server Machine Learning Services: Python

Learn how to analyze SQL Server data with Python. Discover how to perform statistical analyses, generate graphics, and process tabular data—directly in SQL Server.

SQL Server Machine Learning Services: R

Learn how to execute R code directly on SQL Server with Machine Learning Services.

SQL Server: Reporting Services

Discover how to build, edit, and publish interactive reports using Reporting Services in SQL Server.

SQL Tips, Tricks, & Techniques

Get Ben Sullins's 12 must-have SQL techniques for data science pros—engineers, DevOps, data miners, programmers, and other systems specialists.

Stream Processing Design Patterns with Kafka Streams

Solve stream processing problems with Kafka Streams. Learn about using Kafka Streams and associated technologies to build stream-processing use cases leveraging popular patterns.