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Artificial Intelligence and Data Analytics

This curriculum provides the learner with an introduction to Artificial Intelligence, how it is being used in today’s world and its adoption by businesses, as well as seeing how AI is being used in IBM Z environments. Following on from this, the curriculum provides an overview of Big Data, describing what it is and why it is important to your organization. It describes how big data can be stored and processed by Hadoop, and the types of analytics you may already use to convert information into business value. Later modules describe components comprising Apache Spark on z/OS, and the types of solutions that can be created on that platform.

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Artificial Intelligence and Data Analytics 3.1 Series

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AI – Artificial Intelligence and Modern Business

Duration: 4 hours

The Artificial Intelligence and Modern Business course is an introductory course that begins by explaining general concepts around Artificial Intelligence (AI). The second module explains AI's advantages and disadvantages along with considerations around ethics, security and regulation. The last module focuses on AI's place on the mainframe covering topics around how AI can be used to assist in modernizing applications, help solve business problems using AI modelling, its use in various mainframe products such as Db2, and improve workload management.

AI – Big Data and Hadoop

Duration: 3 hours

This course is designed to introduce and guide the user through the three phases associated with big data - obtaining it, processing it, and analyzing it. The Introduction to Big Data module explains what big data is, its attributes and how organizations can benefit from it. It also provides a snapshot of job roles, and available certification and training, in order to forge a career in big data. The Hadoop Fundamentals module explains how the Apache Hadoop environment is designed to store and process big data, and introduces Apache products such as MapReduce, YARN, Apache Spark and Tez.

AI – Data Analytics and Apache Spark

Duration: 3 hours

This Basic Analytics module provides an overview of different types of analytics and describes how organizations can benefit from using them. The second module describes the IBM Z Platform for Apache Spark (z/OS Spark) used for z/OS data analytics.

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