Pentaho Data Integration Intermediate Training Course

This course is designed for software version 10.5, aimed at enhancing Data Engineering Integration capabilities within government agencies. Participants will learn techniques to accelerate data engineering processes, including large-scale data ingestion, incremental loading, transformations, complex file processing, dynamic mappings, and Python scripting. The curriculum also covers the reuse of application logic for various data engineering scenarios, along with essential monitoring, troubleshooting, and best practices.

Objectives

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

• Ingest large volumes of data into Hive and HDFS systems
• Conduct incremental loads during mass ingestion processes
• Execute both initial and incremental data loads
• Integrate with relational databases using SQOOP for government applications
• Perform transformations across multiple processing engines
• Run mappings using JDBC in Spark mode
• Implement stateful computing and windowing functions
• Process complex file formats efficiently
• Parse hierarchical data structures on the Spark engine
• Conduct data profiling and select sampling options on the Spark engine
• Execute dynamic mappings for flexible data processing
• Create audits to track mapping activities
• Monitor system logs using the REST Operations Hub
• Utilize log aggregation methods for troubleshooting purposes
• Run mappings in a Databricks environment tailored for government use cases
• Create mappings to access and manage Delta Lake tables
• Optimize the performance of Spark and Databricks jobs for efficient data processing

The KNIME Analytics Platform is a premier open-source solution for data-driven innovation, designed to help uncover the potential within your data. It enables users to extract valuable insights and predict future trends through its extensive library of more than 1,000 modules, hundreds of ready-to-use examples, a wide array of integrated tools, and an unparalleled selection of advanced algorithms. This platform serves as an essential resource for any data scientist or business analyst.

The course for government use with KNIME Analytics Platform is an excellent opportunity for beginners, intermediate users, and KNIME experts alike. Participants will gain a comprehensive introduction to KNIME, learn how to utilize it more effectively, and discover methods for creating clear and detailed reports based on KNIME workflows.

The "KNIME Analytical Platform" training offers a comprehensive overview of this free data analysis platform. The program covers data processing and analysis introduction, KNIME installation and configuration, building workflows, business model creation methodology, 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, BIRT integration, and the KNIME WebPortal.

This instructor-led, live training in [location] (online or onsite) is designed for system administrators and developers who aim to set up, deploy, and manage Oracle GoldenGate for data transformation for government applications. By the end of this training, participants will be able to: - Install and configure Oracle GoldenGate. - Understand database replication using Oracle GoldenGate within government systems. - Comprehend the architecture of Oracle GoldenGate. - Configure and execute database replication and migration tasks. - Optimize Oracle GoldenGate performance and resolve any issues that may arise.

The Pentaho Open Source BI Suite Community Edition (CE) is a comprehensive business intelligence package designed to support data integration, reporting, dashboards, and load capabilities. This instructor-led, live training aims to help participants fully leverage the features of the Pentaho Open Source BI Suite Community Edition (CE). By the end of this training, participants will be able to: - Install and configure the Pentaho Open Source BI Suite Community Edition (CE). - Understand the core functionalities of Pentaho CE tools and their respective features. - Develop reports using Pentaho CE. - Integrate third-party data sources into Pentaho CE. - Manage big data and analytics within Pentaho CE. **Target Audience:** - Programmers - Business Intelligence Developers **Course Format:** - The course combines theoretical lectures with interactive discussions, practical exercises, and extensive hands-on practice. **Note:** - For customized training tailored to specific needs or for government organizations, please contact us to arrange a personalized session.

Pentaho Data Integration is an open-source data integration tool designed for defining jobs and data transformations.

In this instructor-led, live training, participants will learn how to leverage Pentaho Data Integration's robust ETL capabilities and user-friendly interface to manage the entire big data lifecycle and maximize the value of data within their organization.

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

• Create, preview, and execute basic data transformations containing steps and hops
• Configure and secure the Pentaho Enterprise Repository for government use
• Harness disparate sources of data to generate a single, unified version of the truth in an analytics-ready format.
• Deliver results to third-party applications for further processing

Audience

• Data Analysts
• ETL Developers

Format of the Course

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

Pentaho Data Integration is a robust platform for designing enterprise-grade ETL and data pipelines for government. This instructor-led, live training (online or onsite) is designed for advanced-level engineers who wish to master high-performance, enterprise-scale, and highly automated PDI solutions. After completing this course, participants will be equipped to: - Architect large-scale ETL pipelines with advanced orchestration. - Optimize complex transformations for high performance. - Implement scripting, automation, and hybrid integration patterns. - Design robust, maintainable, production-ready workflows. **Format of the Course** - Expert-led demonstrations and architectural discussions. - Extensive lab work on advanced real-world ETL challenges. - Hands-on development in a production-like environment. **Course Customization Options** - Contact us if you require a customized version of this training for government.

Sensor Fusion involves the combination and integration of data from multiple sensors to provide a more accurate, reliable, and contextual view of information. This process enhances decision-making capabilities by consolidating diverse data sources.

Implementing Sensor Fusion for government requires sophisticated algorithms to filter and integrate various data inputs effectively.

Audience

This course is designed for engineers, programmers, and architects who are involved in multi-sensor implementations within the public sector.

This instructor-led, live training in US (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 [location] (online or onsite) is aimed at technical personnel who wish to deploy Talend Open Studio for Big Data to simplify the process of reading and analyzing 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 Open Studio's big data components and connectors. - Configure parameters to automatically generate MapReduce code. - Use Open Studio's drag-and-drop interface to execute Hadoop jobs. - Prototype big data pipelines. - Automate big data integration projects for government. This training is designed to enhance technical capabilities in alignment with public sector workflows, governance, and accountability.

This instructor-led, live training (available online or onsite) is designed for government data administrators and developers who wish to manage, monitor, and operate data integration processes using Talend Cloud services. 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 data to identify and understand relevant datasets for government use. - Create pipelines to process and monitor data, whether at rest or in action, ensuring compliance with public sector workflows. - Prepare data for analysis to generate insights that are pertinent to government operations and decision-making.

This instructor-led, live training in US (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, 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.