Queue Data Structure Training Course

Data Ethics focuses on the responsible collection, usage, and decision-making regarding data, ensuring adherence to human rights, privacy, transparency, and fairness.

This instructor-led live training, available either online or onsite, is designed for public sector professionals who have limited or no prior training in data ethics, manage or govern data, and wish to understand ethical risks, evaluate real-world dilemmas, and apply responsible data use principles in alignment 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.

Customization Options

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

Data Integrity and Availability focuses on guaranteeing that data remains accurate, complete, consistent, and accessible whenever required, particularly within high-trust public sector settings.

This instructor-led, live training (available online or onsite) is designed for public sector professionals tasked with managing or safeguarding data. It caters to individuals regardless of their technical background who aim to ensure the reliability, consistency, and availability of critical datasets and systems under their responsibility.

Upon completion of this training, participants will be equipped to:

• Define and distinguish between the principles of integrity and availability within the data lifecycle.
• Identify and mitigate data corruption, inconsistencies, or unauthorized modifications.
• Design data environments that support high availability and business continuity.
• Implement policies and controls to foster long-term data reliability.

Course Format

• Interactive lectures and discussions.
• Practical assessment of data risks and failure points.
• Guided exercises centred on policy development and incident prevention.

Customisation Options

• For tailored training aligned with your department’s workflows or internal tools, please contact us to make arrangements.

Data Policies and Standards outlines a structured approach to ensuring that government data is created, maintained, accessed, and utilised in a manner that is consistent, secure, and aligned with legal and ethical guidelines.

This instructor-led, live training (available online or onsite) is designed for public sector professionals responsible for setting or applying data policies—regardless of their technical background—who wish to standardise, document, and enforce data practices across departments or systems.

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

• Define and differentiate between data policies, standards, and procedures.
• Draft and evaluate data governance policies aligned with national and international frameworks.
• Promote consistent and high-quality data practices across teams and departments.
• Build a foundation for compliance, audit readiness, and trustworthy data systems.

Format of the Course

• Interactive lecture and discussion.
• Hands-on drafting of sample policies and standards.
• Guided evaluation of existing data workflows and controls.

Course Customization Options

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

A Data Strategy outlines an organization's long-term approach to managing, utilizing, and investing in data to fulfill its mission, enhance public services, and uphold accountability.

This instructor-led, live training (available online or onsite) is designed for public sector professionals with limited or developing experience in data strategy. It targets those who shape or influence strategic decisions and aim to build sustainable, mission-aligned data strategies across their organization or department.

Upon completing this training, participants will be able to:

• Identify the key components of a robust data strategy.
• Align data initiatives with organizational goals and public value.
• Create roadmaps for data governance, infrastructure, skills development, and innovation.
• Assess maturity levels and track progress toward becoming a data-driven organization.

Course Format

• Interactive lectures and discussions.
• Practical development of strategy components and roadmaps.
• Guided analysis of public sector case studies and strategic frameworks.

Customization Options

• For customized training tailored to your department's workflows or internal tools, please contact us to make arrangements.

This instructor-led, live training in Malaysia (online or onsite) is aimed at developers who wish to use EBX5 (TIBCO EBX) to enable a Master Data Management solution within their organization.

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 organization's business requirements.
• Integrate EBX5 with 3rd party services.

Gain comprehensive mastery of the General Data Protection Regulation in this intensive one-day workshop, tailored for managers, department heads, and compliance professionals. The session covers core GDPR principles, including the rights of data subjects, fundamental data protection standards, consent mandates, breach notification duties, and the concept of privacy by design. Attendees will acquire practical frameworks to implement effective GDPR compliance strategies throughout their organization, ensuring lawful data processing practices and fostering a strong culture of accountability in data protection.

Designed mainly for auditors and administrative professionals responsible for verifying that their control systems and IT infrastructure adhere to current legal and regulatory standards, this course delves into the fundamental principles of GDPR and their impact on auditing practices. Participants will examine the rights of data subjects, the duties of data controllers and processors, and the frameworks for enforcement and compliance under the Regulation. Additionally, the programme incorporates ISACA’s audit guidelines to equip auditors with the tools to evaluate GDPR governance, response strategies, and supporting processes, thereby mitigating risks linked to non-compliance.

This instructor-led live training in Malaysia (online or onsite) is aimed at sysadmins and developers who wish to set up, deploy, and manage Oracle GoldenGate for data transformation.

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

• Install and configure Oracle GoldenGate.
• Understand Oracle databases replication using the Oracle GoldenGate tool.
• Understand the Oracle GoldenGate architecture.
• Configure and perform a database replication and migration.
• Optimize Oracle GoldenGate performance and troubleshoot issues.

Course Objectives

• To familiarise participants with the systematic and comprehensive framework for personal data protection under Polish and European legislation.
• To equip learners with practical insights into the updated regulations governing the processing of personal data.
• To highlight key areas of legal risk associated with the implementation of the GDPR.
• To provide practical preparation for independently fulfilling the responsibilities of a Personal Data Protection Officer (PDPO).

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

Privacy in Federal Institutions is a foundational course focused on the Privacy Act and its requirements for protecting personal information in government operations.

This instructor-led, live training (online or onsite) is aimed at public sector professionals with limited or emerging experience in privacy legislation who manage or process citizen data and wish to ensure compliance with the Privacy Act and related federal standards.

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

• Understand the key provisions and principles of the Privacy Act.
• Identify personal information and handle it in accordance with legal obligations.
• Develop and implement privacy-compliant practices in day-to-day operations.
• Respond effectively to access to information and correction requests.

Format of the Course

• Interactive lecture and discussion.
• Hands-on use of policy scenarios in public sector contexts.
• Guided exercises focused on compliance, documentation, and reporting.

Course Customization Options

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

This instructor-led live training in Malaysia (online or onsite) is designed for system administrators, data scientists, and business analysts who wish to set up Talend Administration Center to deploy and manage the organisation's roles and tasks.

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

• Install and configure Talend Administration Center.
• Understand and implement Talend management fundamentals.
• Build, deploy, and run business projects or tasks in Talend.
• Monitor the security of datasets and develop business routines based on the TAC framework.
• Obtain a broader comprehension of big data applications.

This instructor-led, live training in Malaysia (online or onsite) is aimed at technical persons who wish to deploy Talend Open Studio for Big Data to simplifying the process of reading and crunching through Big Data.

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 run Hadoop jobs.
• Prototype big data pipelines.
• Automate big data integration projects.

This instructor-led live training Malaysia (available online or onsite) is designed for data analysts at beginner to intermediate levels who wish to deepen their knowledge and skills in managing and enhancing 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 data quality.
• Use Talend Data Stewardship for managing data quality tasks.
• Create, assign, and manage tasks within Talend Data Stewardship, including workflow customization.
• Use the tool's reporting and monitoring capabilities to track data quality and stewardship efforts.

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

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.
• Understand and utilize Talend Open Studio's most used components.
• Integrate any application, database, API, or Web services.
• Seamlessly integrate heterogeneous systems and applications.
• Embed existing Java code libraries to extend projects.
• Leverage community components and code to extend projects.
• Rapidly integrate systems, applications and data sources within a drag-and-drop Eclipse environment.
• Reduce development time and maintenance costs by generating optimized, reusable code.