Data and AI Education Report Run Date: Sep 16, 2021 Data and AI Digital Subscription Catalog This catalog lists IBM Data and AI digital learning courses, which are available through a subscription. A subscription is a fixed-price service that is valid for a set period (such as 12 months). The subscription provides an access code to a container of training content that is hosted on IBM's Digital Learning Platform. The courses are available in these formats: • Self-paced--Provides lecture material in text, video, or interactive formats. • Self-paced with labs--Includes self-paced lecture material plus hands-on exercises using IBM software. NOTE: After applying a token, students have 30 days to complete the course before their access expires. To view the latest subscription catalog, go to: https://www.ibm.com/training/subscriptions To learn about our learning paths and collections, visit https://www.ibm.com/training/learning-paths-and-collections. Learning paths and collections contain complete collections of courses and other offerings to help you build your skills on IBM products. Some of these offerings are free. For more information, contact us at: [email protected] To view an updated copy of this catalog go to: https://ibm.biz/DAELLDLcat Courses highlighted in Blue released in the last 30 days. Courses highlighted in Pink are scheduled to retire. Courses with Green text have no cost associated and are included in this catalog for information purposes and they do not count as a license. Product Area Course Code Course Title Hours Type AI Learning W7100G The AI Ladder: A Framework for Deploying AI in your Enterprise 3 Self-Paced W7101G Exploratory Data Analysis for Machine Learning 8 Self-Paced with Labs W7102G Supervised Learning: Regression 11 Self-Paced with Labs W7103G Supervised Learning: Classification 11 Self-Paced with Labs W7104G Unsupervised Learning 8 Self-Paced with Labs W7105G Deep Learning and Reinforcement Learning 14 Self-Paced with Labs W7106G Specialized Models: Time Series and Survival Analysis 11 Self-Paced with Labs W7107G What is Conversational AI? 5 Self-Paced W7108G What is Natural Language Processing (NLP)? 4.5 Self-Paced W7109G Reducing Unfair Bias in Machine Learning 4 Self-Paced W7110G AI FactSheets for Transparency and Governance 3 Self-Paced W7111G AI Workflow: Business Priorities and Data Ingestion 7.5 Self-Paced with Labs W7112G AI Workflow: Data Analysis and Hypothesis Testing 11 Self-Paced with Labs W7113G AI Workflow: Feature Engineering and Bias Detection 12.5 Self-Paced with Labs W7114G AI Workflow: Machine Learning, Visual Recognition and NLP 14 Self-Paced with Labs W7115G AI Workflow: Enterprise Model Deployment 9.5 Self-Paced with Labs W7116G AI Workflow: AI in Production 17 Self-Paced with Labs W7117G AI Explainability 360 for Explainable AI and ML 3 Self-Paced with Labs W7118G Watson Studio Primer 2 Self-Paced W7119G IBM Data Privacy for Information Architecture 10 Self-Paced W7120G IBM Data Topology 5.5 Self-Paced W7121G AI on IBM Watson: The Essential Guide 1 Self-Paced W7122G Essentials of AI and Cloud 1 Self-Paced W7123G Natural Language Processing and Search with IBM Watson 3.5 Self-Paced W7125G Trustworthy AI for an Enterprise with IBM Watson Studio 1.5 Self-Paced Product Area Course Code Course Title Hours Type Cloud Pak for Data 6X234G IBM SPSS Modeler Foundations on IBM Cloud Pak for Data (V2.5.X) 6 Self-Paced eLearning 6X235G IBM Cloud Pak for Data (V2.5.x): Data Virtualization - eLearning 2 Self-Paced 6X236G IBM Cloud Pak for Data (V2.5.x): Foundations - eLearning 6.5 Self-Paced 6X237G IBM Cognos Analytics on IBM Cloud Pak for Data (V2.5.x): 7 Self-Paced Dashboarding and Reporting - eLearning Product Area Course Code Course Title Hours Type Cloud Pak for Data 6X240G IBM Watson OpenScale for IBM Cloud Pak for Data (V2.5.x) - 6.5 Self-Paced eLearning 6X241G IBM Watson Knowledge Catalog for IBM Cloud Pak for Data (V2.5.x) - 4 Self-Paced eLearning 6X242G IBM Decision Optimization on IBM Cloud Pak for Data (V2.5.x) - 6 Self-Paced eLearning 6X334G IBM SPSS Modeler for IBM Cloud Pak for Data (V3.0.x) eLearning 6 Self-Paced 6X336G IBM Cloud Pak for Data (V3.0.x): Foundations eLearning 6.5 Self-Paced 6X337G IBM Cognos Analytics for IBM Cloud Pak for Data (V3.0.x) eLearning 7 Self-Paced 6X338G IBM Watson Studio and IBM Watson Machine Learning for IBM Cloud 6 Self-Paced Pak for Data (V3.0.x) - eLearning 6X340G IBM Watson OpenScale for IBM Cloud Pak for Data (V3.0.x) - 6 Self-Paced eLearning 6X341G IBM Watson Knowledge Catalog for IBM Cloud Pak for Data (V3.0.x) 4 Self-Paced eLearning 6X342G IBM Decision Optimization for IBM Cloud Pak for Data (V3.0.x) 6 Self-Paced eLearning 6X436G IBM Cloud Pak for Data (V3.5.x): Foundations 6.5 Self-Paced 6XA100G IBM Cloud Pak for Data: Administration - eLearning 6 Self-Paced 6XA101G Introduction to IBM Netezza Performance Server - eLearning 6.5 Self-Paced 6XB100G Associate Administrator of IBM Cloud Pak for Data: Learning Path 1 Self-Paced Overview 6XB101G Overview of IBM Cloud Pak for Data 2 Self-Paced 6XB102G Associate Solution Architect of IBM Cloud Pak for Data: Learning 1 Self-Paced Path Overview 6XB103G Overview of IBM Cloud Pak for Data for Administrators 2.5 Self-Paced 6XB104G Overview of IBM Cloud Pak for Data for Solution Architects 1.5 Self-Paced 6XB105G Introduction to Kubernetes and Red Hat OpenShift Container 1.5 Self-Paced Platform 6XB106G Professional Administrator of IBM Cloud Pak for Data: Learning Path 1.5 Self-Paced Overview Product Area Course Code Course Title Hours Type Cognos Analytics B6025G IBM Cognos Analytics: Introduction to Authoring (v11.0) - eLearning 5 Self-Paced B6088G IBM Cognos Analytics for Consumers (v11.0) - eLearning 2 Self-Paced B6091G IBM Cognos Analytics: Departmental Administration (v11.0) - 2 Self-Paced eLearning B6289G IBM Cognos Analytics: Dashboard Essentials (V11.1.x) eLearning 4 Self-Paced B6290G IBM Cognos Analytics: Modeling with Data Modules (V11.1.x) 6.5 Self-Paced eLearning J4008G Overview of IBM Cognos Analytics (v11.0) - SPVC 8 Self-Paced with Labs J4019G IBM Cognos Analytics: Architecture and Logging (v11.0) - SPVC 16 Self-Paced with Labs J4061G IBM Cognos Analytics: Author Reports with Multidimensional Data 16 Self-Paced (v11.0) - SPVC with Labs Product Area Course Code Course Title Hours Type Cognos Analytics J4063G IBM Cognos Cube Designer: Design Dynamic Cubes (v11.0) - SPVC 16 Self-Paced with Labs J4098G IBM Cognos Analytics: Author Active Reports (v11.0) - SPVC 8 Self-Paced with Labs J4152G IBM Cognos Framework Manager: Design Metadata Models (v11.0.x) 32 Self-Paced SPVC with Labs J4155G IBM Cognos Analytics: Enterprise Administration (v11.0.x) SPVC 16 Self-Paced with Labs J4158G IBM Cognos Analytics: Author Reports Fundamentals (v11.0.x) SPVC 24 Self-Paced with Labs J4159G IBM Cognos Analytics: Author Reports Advanced (v11.0.x) SPVC 16 Self-Paced with Labs J4252G IBM Cognos Framework Manager: Design Metadata Models (V11.1.x) 32 Self-Paced SPVC with Labs J4255G IBM Cognos Analytics: Enterprise Administration (V11.1.x) SPVC 16 Self-Paced with Labs J4258G IBM Cognos Analytics: Author Reports Fundamentals (V11.1.x) SPVC 24 Self-Paced with Labs J4259G IBM Cognos Analytics: Author Reports Advanced (V11.1.x) SPVC 16 Self-Paced with Labs K01015G Overview of IBM Cognos Analytics - eLearning 7 Self-Paced Product Area Course Code Course Title Hours Type Cognos Command P8280G IBM Cognos Command Center: Automation Using Plugin Tasks (v10.2) 1 Self-Paced Center eLearning Product Area Course Code Course Title Hours Type Cognos Controller J1221G IBM Cognos Controller: Develop Applications (v10.2/v10.3) SPVC 40 Self-Paced with Labs J1222G IBM Cognos Controller: Author Reports (v10.2/v10.3) SPVC 8 Self-Paced with Labs Product Area Course Code Course Title Hours Type Data Science I2000G Learn to use Data Science Experience - eLearning 2.5 Self-Paced Experience (DSX) Local Product Area Course Code Course Title Hours Type Data Warehousing K04001G dashDB SQL for Basic Queries - eLearning 6 Self-Paced K04002G Loading dashDB Tables Using the Command Line Processor - 4 Self-Paced eLearning K04003G dashDB SQL for Functions, Grouping, Union, Subqueries and Updates - 8 Self-Paced eLearning K04004G dashDB SQL for Tables, Views, Advanced Queries, and Analytic 8 Self-Paced Constructs - eLearning K04005G dashDB for Transactions: Managing Access - eLearning 8 Self-Paced K04007G Loading dashDB Tables Using CLPPLUS and REST API - eLearning 4 Self-Paced K04009G dashDB SQL for Subqueries, Functions, Procedures, and Performance 8 Self-Paced - eLearning Product Area Course Code Course Title Hours Type DataStage 1M424G IBM InfoSphere DataStage v11.5 Data Masking - eLearning 2 Self-Paced 2M204G IBM DataStage Essentials v11.5 SPVC 32 Self-Paced with Labs 2M404G IBM InfoSphere Advanced DataStage - Parallel Framework v11.5 24 Self-Paced SPVC with Labs 2M423G IBM InfoSphere DataStage v11.5 - Advanced Data Processing SPVC 16 Self-Paced with Labs 2M520G IBM InfoSphere DataStage engine Administration for Information 8 Self-Paced Server v11.5 - SPVC with Labs K07001G Using XML in DataStage - eLearning 4 Self-Paced Product Area Course Code Course Title Hours Type Db2 2E121G SQL Workshop - SPVC 16 Self-Paced with Labs 2L207G Db2 11.1 Administration Workshop for Linux SPVC 32 Self-Paced with Labs 2L235G DB2 10.5 Administration Workshop for Windows - SPVC 32 Self-Paced with Labs 2L451G DB2 11 BLU Acceleration Implementation and Use - SPVC 16 Self-Paced with Labs 2L464G Db2 11.1 Advanced Database Administration SPVC 16 Self-Paced