Course catalog

Apache Flink: Batch Mode Data Engineering

Explore how to build batch mode data pipelines with Apache Flink, the powerful and popular stream-processing platform.

Apache Flink: Exploratory Data Analytics with SQL

Learn how to use Apache Flink relational APIs—the Table API and SQL—for batch and real-time exploratory data analytics.

Apache Flink: Real-Time Data Engineering

Discover how to build a real-time stream processing pipeline with Apache Fink. Learn about the platform's windowing, event-time processing, and state management features.

Apache PySpark by Example

Get up and running with Apache Spark quickly. This practical hands-on course shows Python users how to work with Apache PySpark to leverage the power of Spark for data science.

Apache Spark Deep Learning Essential Training

Learn how to do deep learning with images on Apache Spark, using the Databricks deep learning library and Python.

Apache Spark Essential Training

Get up to speed with Spark, and discover how to leverage this powerful platform to efficiently and effectively work with big data.

Apache Spark Essential Training: Big Data Engineering

Discover how to make Apache Spark work with other big data technologies to build data pipelines for data engineering and DevOps.

Apache Web Server: Administration

Keep your Apache web servers up and running with these practical configuration and logging techniques.

Applied AI for Human Resources

Learn how to use AI to solve common HR challenges, such as recommending training and screening candidates, and to improve employee hiring, satisfaction, and retention.

Applied AI for IT Operations

Solve common challenges in IT operations using the power of AI. Review use cases in the world of IT ops and learn how to apply AI technologies to address key problems.

Applied Machine Learning: Algorithms

Learn how machine learning algorithms work. Explore a variety of algorithms and learn how to set a structure that guides you through picking the best one for the problem at hand.

Applied Machine Learning: Foundations

Generate impactful insights with the power of machine learning. Get the foundational skills needed to efficiently solve nearly any kind of machine learning problem.

Architecting Big Data Applications: Batch Mode Application Engineering

Learn about use cases and best practices for architecting batch mode applications using big data technologies such as Hive and Apache Spark.

Architecting Big Data Applications: Real-Time Application Engineering

Learn about use cases and best practices for architecting real-time applications using big data technologies, such as Hazelcast and Apache Spark.

Artificial Intelligence Foundations: Machine Learning

Learn how to use machine learning to make better decisions and find patterns in your data.

Artificial Intelligence Foundations: Neural Networks

Learn the key concepts behind artificial neural networks. Discover how to configure a neural network and use that network to find patterns in massive data sets.

Artificial Intelligence Foundations: Thinking Machines

Learn the key concepts behind artificial intelligence (AI), including strong and weak AI, approaches such as machine learning, and practical uses for new AI-enhanced technologies.