Building Modern Data Products: Strategy, Design & Implementation Training Course Training Course

Data Ethics is the discipline focused on the responsible collection, use, and decision-making around data in ways that uphold human rights, privacy, transparency, and fairness.

This instructor-led, live training (delivered online or on-site) is designed for public sector professionals with little to no prior training in data ethics who manage or govern data and wish to understand ethical risks, evaluate real-world dilemmas, and apply principles of responsible data use that align with institutional values and public trust.

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

• Define key concepts and frameworks in data ethics.
• Identify ethical risks and trade-offs in data collection, analysis, and deployment.
• Apply principles of transparency, consent, and fairness to real-world scenarios.
• Integrate ethical review into governance or operational workflows.

Course Format

• Interactive lecture and discussion.
• Hands-on analysis of real-world data ethics cases.
• Guided exercises focused on ethical evaluation and policy alignment.

Course Customisation Options

• To request a customised training session for this course based on your department's workflows or internal tools, please contact us to arrange.

Data Integrity and Availability is the discipline of ensuring that data remains accurate, complete, consistent, and accessible when needed, especially in high-trust public sector environments.

This instructor-led, live training (online or on-site) is designed for public sector professionals responsible for managing or safeguarding data—regardless of their technical background—who wish to ensure the reliability, consistency, and availability of critical datasets and systems under their control.

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

• Define and differentiate the principles of integrity and availability within the data lifecycle.
• Detect and prevent data corruption, inconsistency, or unauthorised alterations.
• Design data environments that ensure high availability and business continuity.
• Implement policies and controls that promote long-term data reliability.

Course Format

• Interactive lecture and discussion.
• Hands-on evaluation of data risks and failure points.
• Guided exercises focused on policy development and incident prevention.

Course Customisation Options

• To request a customised training session for this course based on your department's workflows or internal tools, please contact us to arrange.

This instructor-led, live training in New Zealand (available online or on-site) is intended for developers who wish to leverage EBX5 (TIBCO EBX) to implement a Master Data Management solution within their organisation.

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

• Interpret requirements and architect an MDM solution.
• Enable the management and integration of master data.
• Integrate and transfer data across multiple systems.
• Import data into EBX5 using match and merge logic.
• Design, create and document a data model that addresses their organisation's business requirements.
• Integrate EBX5 with third-party services.

This one-day course is designed for individuals seeking a concise overview of the GDPR – the General Data Protection Regulation, which came into effect on 25 May 2018. It is ideal for managers, department heads, and staff who need to grasp the fundamentals of the GDPR.

This course is primarily designed for auditors and other administrative professionals responsible for ensuring that their control systems and IT environments comply with current laws and regulations. It begins by establishing a clear understanding of key GDPR concepts and how they impact the work of auditors. Participants will also examine data subjects' rights, the obligations of data controllers and processors, and the enforcement and compliance mechanisms within the framework of the Regulation. The training further covers the audit programme provided by ISACA, equipping auditors to review GDPR governance and response mechanisms, as well as supporting processes that help manage risks associated with non-compliance.

This is a more in-depth course designed for individuals who work extensively with the GDPR and may be appointed to a GDPR team. It is ideal for IT, human resources, and marketing professionals who will be heavily involved in GDPR compliance.

This instructor-led, live training in New Zealand (online or on-site) is tailored for system administrators and developers who wish to set up, deploy, and manage Oracle GoldenGate for data transformation purposes.

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

• Install and configure Oracle GoldenGate.
• Gain an understanding of Oracle database replication using the Oracle GoldenGate tool.
• Comprehend the Oracle GoldenGate architecture.
• Configure and execute database replication and migration tasks.
• Optimise Oracle GoldenGate performance and troubleshoot any issues that arise.

Purpose of the Training

• Introducing participants to the structured and comprehensive aspects of personal data protection under Polish and European law
• Delivering practical knowledge on the updated rules for processing personal data
• Highlighting key legal risk areas arising from the implementation of the GDPR
• Providing hands-on preparation to independently carry out the role of a Personal Data Protection Officer

Purpose of the Training

• Gaining practical knowledge on how to perform the tasks of the Inspector
• Gaining practical knowledge of how to audit and how to assess risk
• Providing practical knowledge about the new rules for the processing of personal data

Sensor Fusion is the combination and integration of data from multiple sensors to deliver a more accurate, reliable, and contextually rich view of information.

Implementing Sensor Fusion requires algorithms to filter and integrate diverse data sources.

Audience

This course is designed for engineers, programmers, and architects working with multi-sensor systems.

This instructor-led, live training in New Zealand (online or on-site) is designed for system administrators, data scientists, and business analysts seeking to establish and manage Talend Administration Center for deploying and overseeing organisational roles and tasks.

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

• Install and configure Talend Administration Center.
• Understand and implement the fundamentals of Talend management.
• Build, deploy, and execute business projects or tasks within Talend.
• Monitor dataset security and develop business routines leveraging the TAC framework.
• Gain a broader understanding of big data applications.

This instructor-led, live training in New Zealand (online or on-site) is intended for technical professionals who wish to deploy Talend Open Studio for Big Data to streamline the process of reading and analysing big data.

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

• Install and configure Talend Open Studio for Big Data.
• Connect to big data systems such as Cloudera, HortonWorks, MapR, Amazon EMR and Apache.
• Understand and configure Open Studio's big data components and connectors.
• Set parameters to automatically generate MapReduce code.
• Use Open Studio's drag-and-drop interface to run Hadoop jobs.
• Prototype big data pipelines.
• Automate big data integration projects.

This instructor-led, live training in New Zealand (delivered online or on-site) is designed for 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 manage users and roles within the platform.
• Evaluate data to identify and understand relevant datasets.
• Create pipelines to process and monitor data whether at rest or in motion.
• Prepare data for analysis to generate insights that are relevant to the business.

This instructor-led, live training in New Zealand (delivered either online or on-site) is designed for beginner to intermediate-level data analysts who wish to deepen their understanding and enhance their skills in managing and improving data quality using Talend Data Stewardship.

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

• Gain a comprehensive understanding of the role of data stewardship in maintaining high-quality data.
• Use Talend Data Stewardship to effectively manage data quality tasks.
• Create, assign, and manage tasks within Talend Data Stewardship, including customising workflows.
• Leverage the tool's reporting and monitoring capabilities to track data quality and stewardship initiatives.

In this instructor-led, live training in New Zealand, participants will learn how to use Talend Open Studio for ESB to create, connect, mediate, and manage services along with their interactions.

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

• Integrate, enhance, and deliver ESB technologies as unified packages across various deployment environments.
• Understand and effectively utilise Talend Open Studio's most commonly used components.
• Integrate any application, database, API, or web service.
• Seamlessly connect heterogeneous systems and applications.
• Embed existing Java code libraries to extend project capabilities.
• Leverage community-driven components and code to expand project functionality.
• Rapidly integrate systems, applications, and data sources within a drag-and-drop Eclipse environment.
• Reduce development time and maintenance costs by generating optimised, reusable code.