Online Data Management Training in Malaysia

Microsoft System Center Data Protection Manager (DPM) serves as Microsoft's enterprise-grade backup and recovery solution designed to safeguard critical workloads, including file servers, databases, and virtual machines.

This instructor-led live training, available either online or onsite, is tailored for intermediate IT professionals seeking to deploy, configure, and manage DPM to secure data and maintain business continuity.

Upon completing this training, participants will be equipped to:

• Install and configure DPM servers and agents.
• Create and manage protection groups.
• Execute backup and recovery operations.
• Integrate DPM with other disaster recovery solutions.

Course Format

• Interactive lectures and discussions.
• Extensive exercises and practical sessions.
• Hands-on implementation within a live-lab environment.

Customization Options

• To request a customized training session for this course, please contact us to arrange accordingly.

Flow Monitoring Control Centers serve as vital hubs for observing, managing, and responding to real-time data within utility, infrastructure, and industrial settings. These centers guarantee that flow systems—such as water, oil, gas, or data networks—are monitored with precision and controlled effectively in accordance with operational and compliance mandates.

This instructor-led, live training (available online or onsite) is designed for intermediate-level operational and supervisory staff involved in the daily operation and management of a flow monitoring control center. The course encompasses system usage, alert handling, compliance alignment, and team coordination, grounded in modern standards and best practices.

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

• Operate and manage flow monitoring control systems in adherence to industry standards.
• Interpret real-time data and respond effectively to alerts and operational deviations.
• Oversee compliance with applicable regulations, certifications, and internal procedures.
• Implement and enhance reporting, escalation, and communication protocols.

Format of the Course

• Interactive lecture and discussion.
• Extensive exercises and practice.
• Hands-on implementation in a live-lab environment or simulated control interface.

Course Customization Options

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

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 beginner-level data analysts who wish to utilise Stratio Data Fabric for data mining, database exploitation, and advanced analytical projects.

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

• Acquire a thorough understanding of Stratio Data Fabric’s components, architecture, and functionalities.
• Design and implement data pipelines using Stratio’s Rocket analytical environment.
• Apply augmented data governance principles within Stratio to ensure compliance, quality control, and security.
• Perform descriptive and prescriptive data analyses using the Intelligence module in Stratio.
• Confidently migrate existing Databricks projects to Stratio while ensuring seamless operational workflows and continuous data analysis.

This instructor-led, live training in Malaysia (online or onsite) is designed for intermediate-level data engineers, cloud architects, and business intelligence professionals who aim to master data management within industry-specific cloud environments.

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

• Understand the principles and components of data fabrics.
• Design and implement data integration and orchestration solutions.
• Ensure data quality and governance within industry cloud platforms.
• Utilize data fabrics to support industry-specific data analysis and decision-making.
• Stay current with emerging trends and technologies in cloud data management.

Records Management involves the systematic control of information creation, distribution, usage, and preservation throughout its entire lifecycle.

This instructor-led live training, available online or onsite, targets public sector professionals with limited or developing experience in records management who manage or oversee organizational information. It is designed for those wishing to implement compliant, efficient, and sustainable systems for records retention and archiving.

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

• Grasp the legal and regulatory obligations regarding records retention within government agencies.
• Establish records classification systems that align with both operational needs and compliance requirements.
• Apply lifecycle management practices to ensure proper archiving and disposal of records.
• Introduce digital transformation and automation into records processes.

Course Format

• Interactive lectures and discussions.
• Hands-on application of classification and retention planning tools using public sector case examples.
• Guided exercises focusing on records inventory, lifecycle mapping, and compliance strategies.

Customization Options

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

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.

The Data Protection Impact Assessment (DPIA) is a compulsory risk assessment procedure mandated by the GDPR and various other data protection regulations. Its primary objective is to identify and mitigate risks associated with the processing of individuals' personal data, particularly within high-risk activities.

This instructor-led training session, available online or on-site, is designed for intermediate-level professionals seeking to understand and execute DPIAs to ensure compliance with data privacy standards and effectively mitigate risks in data processing initiatives.

Upon completing this training, participants will be equipped to:

• Comprehend the legal and regulatory framework surrounding DPIAs.
• Determine the necessity of a DPIA and effectively define its scope.
• Execute the complete DPIA lifecycle, from initiation through documentation to review.
• Integrate DPIA practices into broader data governance structures.

Course Format

• Interactive lectures and discussions.
• Extensive exercises and practical application.
• Hands-on implementation using real-world scenarios.

Course Customization Options

• To arrange customized training for this course, please get in touch with us.

This instructor-led, live training in Malaysia (online or onsite) is designed for beginner to intermediate IT professionals who wish to acquire the knowledge and practical skills needed to effectively prepare data for analysis, ensuring accuracy, consistency, and reliability in diverse datasets.

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

• Gain a thorough understanding of the importance of data preparation in ensuring high-quality, reliable data for analysis and modelling purposes.
• Acquire hands-on proficiency in data collection, cleaning, transformation, and integration techniques using real-world datasets.
• Develop the ability to identify and address data-related challenges, discrepancies, and inconsistencies effectively.

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.

Pentaho Data Integration serves as a robust platform for constructing enterprise-level ETL processes and data pipelines.

This instructor-led live training, available either online or onsite, targets advanced engineers looking to master high-performance, enterprise-scale, and highly automated PDI solutions.

Upon completion of this course, participants will be able to:

• Architect large-scale ETL pipelines featuring advanced orchestration capabilities.
• Optimise complex transformations to achieve peak performance.
• Implement scripting, automation, and hybrid integration patterns.
• Design robust, maintainable, and production-ready workflows.

Course Format

• Expert-led demonstrations coupled with architectural discussions.
• Comprehensive lab sessions addressing advanced real-world ETL challenges.
• Hands-on development within a production-like environment.

Customisation Options

• Please get in touch if you require a tailored version of this training.

Veritas Backup Exec provides a comprehensive data protection solution designed for virtual, physical, and cloud environments.

This instructor-led live training, available online or onsite, targets intermediate-level IT infrastructure professionals seeking to configure and manage Veritas Backup Exec to ensure secure, streamlined, and effective backup and recovery processes.

Upon completing this training, participants will be able to:

• Grasp the architecture and features of Veritas Backup Exec.
• Install and set up a backup solution using Backup Exec.
• Create and manage backup and restore jobs.
• Develop fundamental backup and recovery strategies.

Course Format

• Interactive lectures and discussions.
• Extensive exercises and practical sessions.
• Hands-on implementation within a live laboratory environment.

Course Customization Options

• To arrange customized training for this course, please contact us.

This instructor-led live training in Malaysia (online or onsite) is aimed at beginner to intermediate-level IT professionals who wish to gain in-depth knowledge and practical skills necessary for understanding, implementing, and leveraging the power of data catalogs within organizational settings.

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

• Learn to implement and manage data catalogs effectively within an organization.
• Utilize data catalogs for effective data governance and compliance.
• Develop skills for effective data discovery and search capabilities using data catalogs.
• Integrate data catalogs with existing data systems for seamless functionality.

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.

This instructor-led, live training in Malaysia (online or onsite) is designed for intermediate-level IT professionals who wish to configure, manage, and troubleshoot NetApp ONTAP clusters.

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

• Install and configure NetApp ONTAP clusters.
• Manage storage resources and networking settings.
• Implement security and access control policies.
• Monitor and troubleshoot ONTAP cluster environments.

Pentaho Data Integration serves as a robust platform for data extraction, transformation, and loading.

This instructor-led live training, available both online and onsite, is designed for intermediate-level professionals aiming to sharpen their Pentaho Data Integration (PDI) capabilities for handling more complex transformation challenges.

After completing this course, participants will be equipped to:

• Construct multi-step transformations with optimized performance.
• Utilize variables, parameters, and reusable components effectively.
• Seamlessly integrate PDI with databases, APIs, and external systems.
• Implement best practices for creating maintainable and scalable ETL pipelines.

Course Format

• Engaging demonstrations coupled with detailed instructor explanations.
• Guided exercises and scenario-based practical sessions.
• Hands-on experience within a real-world ETL project environment.

Course Customization Options

• For a bespoke version of this course tailored to your specific needs, please get in touch with us.

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

This instructor-led, live training in Malaysia (online or onsite) targets compliance officers, legal teams, and data protection professionals at intermediate to advanced levels who aim to ensure their organisation’s SAR process is efficient, compliant, and free from risk.

Upon completing this training, participants will be able to:

• Comprehend the legal framework that governs SARs.
• Process SARs efficiently whilst maintaining regulatory compliance.
• Recognise exemptions and limitations stipulated under data protection laws.
• Manage complex SAR scenarios, including those involving third-party data.
• Apply best practices for documenting and responding to SARs.

This instructor-led, live training in Malaysia (online or onsite) targets intermediate to advanced IT professionals and business leaders seeking to develop a structured approach for managing data breaches.

Upon completing this training, participants will be able to:

• Grasp the causes and consequences of data breaches.
• Formulate and execute data breach prevention strategies.
• Create an incident response plan to contain and mitigate breaches.
• Perform forensic investigations and evaluate the impact of breaches.
• Adhere to legal and regulatory requirements for breach notification.
• Recover from data breaches and enhance security postures.

This instructor-led, live training in Malaysia (online or onsite) is aimed at beginner-level to intermediate-level participants who wish to understand how to use Data Cloud for managing and analyzing data, integrating various data sources, and optimizing data workflows.

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

• Understand the core features and benefits of Data Cloud platforms.
• Set up and configure a Data Cloud environment.
• Integrate multiple data sources into a unified cloud environment.
• Analyze data using built-in tools and generate actionable insights.
• Implement best practices for data security and compliance in the cloud.

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.

This instructor-led live training (online or in-person) is aimed at intermediate-level data architects, engineers, analysts, and technical leaders who wish to understand, design, and implement Data Mesh-based solutions, as well as prepare for specialized certifications in this approach.

This instructor-led, live training in Malaysia (online or onsite) is aimed at intermediate-level IT professionals who wish to configure and manage data protection mechanisms using NetApp ONTAP technologies.

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

• Understand ONTAP data protection architecture and concepts.
• Configure and manage Snapshot copies for rapid data recovery.
• Implement and monitor SnapMirror for data replication.
• Use SnapVault and other ONTAP features for backup and archiving strategies.

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.

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

This instructor-led live training enables participants to master the powerful ETL capabilities and rich GUI of Pentaho Data Integration, empowering them to oversee the entire big data lifecycle and maximise the value of data within their organisations.

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

• Create, preview, and execute basic data transformations involving steps and hops
• Configure and secure the Pentaho Enterprise Repository
• Unify disparate data sources to generate a single, authoritative version presented in an analytics-ready format
• Deliver results to third-party applications for further processing

Audience

• Data Analysts
• ETL developers

Course Format

• A blend of lectures, discussions, exercises, and extensive hands-on practice

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).

Pimcore is an open-source platform for product information management (PIM), digital asset management (DAM), and master data management (MDM).

This instructor-led, live training (online or onsite) is aimed at intermediate-level product managers and technical implementers who wish to configure products, integrate with systems, and manage workflow approvals using Pimcore.

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

• Create and configure products with structured attributes and validation rules.
• Design and customize product views for better data presentation and usability.
• Integrate Pimcore Datahub with Kafka for real-time data exchange.
• Manage user roles, access rights, workflows, and change history effectively.

Format of the Course

• Interactive lecture and discussion.
• Hands-on use of Pimcore in guided product and workflow configurations.
• Practical exercises focused on real-world product data and integration scenarios.

Course Customization Options

• To request a customized training for this course based on your organisation’s Pimcore environment or product modelling practices, please contact us to arrange.

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.

This instructor-led live training session (available online or onsite) targets business analysts who wish to learn advanced Spotfire Analyst techniques for data analysis.

Upon completion of this training, participants will be capable of:

• Sharing visualizations with various team members.
• Implementing secure access controls based on roles and permissions.
• Developing visualizations, including map charts.
• Integrating statistical computing languages such as R with Spotfire.

This instructor-led, live training in Malaysia (online or onsite) is designed for computer engineers, data analysts, and project managers who aim to design, manage, and evaluate an organisation's data systems.

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

• Design data systems that suit the needs of an organisation.
• Evaluate data assets to develop an effective data processing system.
• Implement risk mitigation strategies to establish a robust enterprise data architecture.

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.

The "KNIME Analytics Platform" course offers a comprehensive overview of this free data analysis platform. The programme covers an introduction to data processing and analysis, installation and configuration of KNIME, workflow creation, business modelling methodology, and data modelling. The course also covers advanced data analysis tools, workflow import and export, tool integration, ETL processes, data mining, visualisation, extensions, and integrations with tools such as R, Java, Python, Gephi, and Neo4j. The conclusion includes reporting, integration with BIRT, and KNIME WebPortal.

This instructor-led, live training in Malaysia (online or onsite) is aimed at engineers who wish to use Pimcore to manage product, customer, vendor, etc. data across multiple domains.

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

• Consolidate complex master data across heterogeneous systems.
• Configure complex multi-domain data models from multiple sources and formats.
• Model, store and manage the hierarchy and structure of data within an organization.
• Cleanse, match, verify, and standardize master data.
• Integrate PIM data with digital asset management (DAM), content management (CMS), and user experience / customer experience design (UX / CX).

This instructor-led, live training in Malaysia (online or onsite) is designed for data professionals at beginner, intermediate, and advanced levels who aim to harness Microsoft Purview to enhance their data governance and compliance capabilities.

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

• Install and configure Microsoft Purview.
• Deploy data governance and compliance policies.
• Leverage data discovery and classification capabilities.
• Oversee and manage data compliance effectively.

This training course provides participants with a practical and business focused understanding of how modern data products are designed, built, deployed, and managed within organizations. The program explores the complete lifecycle of data products, from identifying business opportunities and designing scalable architectures to implementing reliable pipelines, embedding analytics and AI capabilities, and productizing solutions for end users. Participants will gain exposure to modern data ecosystems, cloud based architectures, data engineering practices, governance considerations, and emerging trends shaping the future of data driven organizations. The course combines strategic understanding with technical implementation concepts, enabling participants to bridge the gap between business requirements and modern data platforms.

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.

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.