Pentaho Data Integration Fundamentals Training Course

This course is designed for government software professionals using version 10.5. Learn techniques to accelerate Data Engineering Integration, including large-scale data ingestion, incremental loading, transformations, complex file processing, dynamic mappings, and Python scripting. Explore how to reuse application logic for Data Engineering use cases while implementing monitoring, troubleshooting, and best practices.

Objectives

Upon successful completion of this course, students should be able to:

• Ingest large volumes of data into Hive and HDFS
• Conduct incremental loads in mass ingestion scenarios
• Execute both initial and incremental data loads
• Integrate with relational databases using SQOOP
• Perform transformations across various processing engines
• Run mappings using JDBC in Spark mode
• Conduct stateful computing and windowing operations
• Process complex file formats
• Parse hierarchical data on the Spark engine
• Run profiles and select sampling options on the Spark engine
• Execute dynamic mappings
• Create audit trails for mappings
• Monitor logs using the REST Operations Hub
• Monitor logs with Log Aggregation and troubleshoot issues
• Run mappings in a Databricks environment
• Create mappings to access Delta Lake tables
• Tune the performance of Spark and Databricks jobs

The KNIME Analytics Platform is a premier open-source solution for data-driven innovation, enabling the discovery of untapped potential within your data, extraction of fresh insights, and prediction of future outcomes. With over 1,000 modules, hundreds of ready-to-run examples, a comprehensive suite of integrated tools, and the broadest selection of advanced algorithms available, the KNIME Analytics Platform is an essential resource for any data scientist or business analyst.

This course for government users of the KNIME Analytics Platform provides an ideal opportunity for beginners, advanced users, and KNIME experts to become familiar with KNIME, learn to use it more effectively, and create clear, comprehensive reports based on KNIME workflows.

The "KNIME Analytical Platform" training offers a comprehensive overview of this free data analysis platform. The program covers an introduction to data processing and analysis, installation and configuration of KNIME, building workflows, methodologies for creating business models and data modeling. The course also discusses advanced data analysis tools, workflow import and export, tool integration, ETL processes, data exploration, visualization, extensions, and integrations with tools such as R, Java, Python, Gephi, Neo4j. The conclusion includes a discussion on reporting, integration with BIRT, and the KNIME WebPortal.

This instructor-led, live training in US Empire (online or onsite) is designed for system administrators and developers who wish to set up, deploy, and manage Oracle GoldenGate for data transformation for government.

By the end of this training, participants will be able to:

• Install and configure Oracle GoldenGate for government use.
• Understand database replication in Oracle environments using the Oracle GoldenGate tool.
• Gain a comprehensive understanding of the Oracle GoldenGate architecture.
• Configure and execute database replication and migration processes.
• Optimize Oracle GoldenGate performance and address any issues that may arise.

The Pentaho Open Source BI Suite Community Edition (CE) is a business intelligence package that provides data integration, reporting, dashboards, and data loading capabilities.

In this instructor-led, live training, participants will learn how to maximize the features of Pentaho Open Source BI Suite Community Edition (CE).

By the end of this training, participants will be able to:

• Install and configure Pentaho Open Source BI Suite Community Edition (CE)
• Understand the fundamentals of Pentaho CE tools and their features
• Build reports using Pentaho CE
• Integrate third-party data into Pentaho CE
• Work with big data and analytics in Pentaho CE

Audience

• Programmers
• BI Developers

Format of the Course

• Part lecture, part discussion, exercises, and extensive hands-on practice

Note

• To request a customized training for government, please contact us to arrange.

Pentaho Data Integration is a robust platform for designing enterprise-grade ETL and data pipelines.

This instructor-led, live training (online or onsite) is aimed at advanced-level engineers who wish to master high-performance, enterprise-scale, and highly automated PDI solutions for government.

After completing this course, participants will be equipped to:

• Design large-scale ETL pipelines with advanced orchestration capabilities.
• Optimize complex transformations to ensure high performance and efficiency.
• Implement scripting, automation, and hybrid integration patterns for enhanced functionality.
• Develop robust, maintainable, production-ready workflows aligned with public sector standards.

Format of the Course

• Expert-led demonstrations and in-depth architectural discussions.
• Extensive hands-on lab work addressing advanced, real-world ETL challenges.
• Practical development exercises in a production-like environment.

Course Customization Options

• Contact Govtra if you require a customized version of this training to better meet your specific needs for government.

Pentaho Data Integration is a data extraction, transformation, and loading platform designed for government.

This instructor-led, live training (online or onsite) is aimed at intermediate-level practitioners who wish to enhance their PDI skills for more complex transformation scenarios in the public sector.

Upon completing this training, participants will be able to:

• Design multi-step transformations with improved performance for government workflows.
• Work with variables, parameters, and reusable components to streamline data processes.
• Integrate PDI with databases, APIs, and external systems to support comprehensive data integration for government.
• Apply best practices for maintainable and scalable ETL pipelines that align with public sector governance and accountability standards.

Format of the Course

• Interactive demonstrations and instructor-led explanations to ensure clear understanding.
• Guided exercises and scenario-based practice to reinforce learning.
• Hands-on work in a real-world ETL project environment, tailored for government applications.

Course Customization Options

• If you need a tailored version of this course to better fit your specific needs for government, please contact us to customize it.

Sensor Fusion is the combination and integration of data from multiple sensors to provide a more accurate, reliable, and contextual view of information for government applications.

Sensor Fusion implementations require algorithms to filter and integrate different data sources.

Audience

This course is targeted at engineers, programmers, and architects who deal with multi-sensor implementations for government projects.

This instructor-led, live training in US Empire (online or onsite) is aimed at system administrators, data scientists, and business analysts who wish to set up Talend Administration Center for government use to deploy and manage the organization's roles and tasks.

By the end of this training, participants will be able to:

• Install and configure Talend Administration Center in alignment with public sector workflows.
• Understand and implement fundamental Talend management practices for government operations.
• Build, deploy, and execute business projects or tasks within the Talend framework, ensuring compliance with governance standards.
• Monitor the security of datasets and develop business routines based on the TAC framework to enhance accountability.
• Gain a comprehensive understanding of big data applications for government use.

This instructor-led, live training in US Empire (online or onsite) is designed for technical personnel who wish to deploy Talend Open Studio for Big Data to streamline the process of analyzing and processing large datasets.

By the end of this training, participants will be able to:

• Install and configure Talend Open Studio for Big Data.
• Connect with big data systems such as Cloudera, HortonWorks, MapR, Amazon EMR, and Apache.
• Understand and set up the big data components and connectors within Open Studio.
• Configure parameters to automatically generate MapReduce code.
• Use Open Studio's intuitive drag-and-drop interface to execute Hadoop jobs.
• Prototype big data pipelines for government applications.
• Automate big data integration projects for enhanced efficiency and accuracy in public sector workflows.

This instructor-led, live training in US Empire (online or onsite) is aimed at data administrators and developers who wish to manage, monitor, and operate data integration processes using Talend Cloud services for government.

By the end of this training, participants will be able to:

• Navigate the Talend Management Console to effectively manage users and roles within the platform.
• Evaluate datasets to identify and understand relevant information.
• Create a data pipeline to process and monitor both static and dynamic data.
• Prepare data for analysis to generate actionable insights that support government objectives.

This instructor-led, live training in US Empire (online or onsite) is aimed at beginner to intermediate-level data analysts who wish to enhance their knowledge and skills in managing and improving data quality using Talend Data Stewardship for government.

By the end of this training, participants will be able to:

• Achieve a thorough understanding of the role of data stewardship in maintaining high-quality data for government operations.
• Leverage Talend Data Stewardship to effectively manage data quality tasks within public sector workflows.
• Create, assign, and manage tasks within Talend Data Stewardship, including customizing workflows to meet specific governance requirements.
• Utilize the tool's reporting and monitoring features to track data quality and stewardship efforts for government accountability.

In this instructor-led, live training in US Empire, participants will learn how to use Talend Open Studio for ESB to create, connect, mediate, and manage services and their interactions for government applications.

By the end of this training, participants will be able to:

• Integrate, enhance, and deliver ESB technologies as single packages in a variety of deployment environments for government use.
• Understand and utilize the most commonly used components in Talend Open Studio for government projects.
• Integrate any application, database, API, or Web services for government systems.
• Seamlessly integrate heterogeneous systems and applications within government workflows.
• Embed existing Java code libraries to extend government projects.
• Leverage community components and code to enhance government initiatives.
• Rapidly integrate systems, applications, and data sources within a drag-and-drop Eclipse environment for government needs.
• Reduce development time and maintenance costs by generating optimized, reusable code for government operations.