Data Analysis with Python, Pandas and Numpy Training Course

This instructor-led, live training in Australia (online or onsite) is designed for advanced-level DevOps and SRE professionals looking to enhance their alerting and automation skills with Grafana and Prometheus.

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

• Create and manage advanced alerting rules in Prometheus.
• Integrate Prometheus Alertmanager with external tools using webhooks.
• Automate responses to alerts for faster issue resolution.
• Use Grafana to visualize and manage alerts effectively.

This instructor-led, live training in Australia (online or onsite) is aimed at field ecologists and conservation managers who wish to create data spatial projects in ArcGIS.

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

• Output spatial data as visualizations.
• Conduct geostatics on actual data.
• Implement spatial data analysis, data processing, and mapping with ArcGIS.
• Analyze spatial data for projects in ArcGIS.

This instructor-led, live training in Australia (online or onsite) is tailored for beginner to advanced GIS professionals and analysts who want to learn how to effectively utilise ArcGIS for data visualisation, spatial analysis, and geospatial project management.

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

• Navigate and utilise ArcGIS tools for geospatial data management.
• Create and customise maps using layers and attributes.
• Perform advanced spatial analysis and geoprocessing tasks.
• Automate workflows using ModelBuilder and Python.

This instructor-led, live training in Australia (online or onsite) is designed for beginner-level IT support personnel who wish to provide comprehensive support for ArcGIS Enterprise, effectively addressing any anomalies or failures.

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

• Gain a clear understanding of the architecture and components of ArcGIS Enterprise.
• Learn to install, configure, and manage ArcGIS Enterprise environments.
• Develop skills in troubleshooting and resolving common issues.
• Become proficient in monitoring and maintaining ArcGIS Enterprise systems.
• Master techniques for backup, recovery, and performance optimisation.

This instructor-led, live training in Australia (online or onsite) is designed for professionals at the beginner level who wish to master the core concepts and tools of ArcGIS.

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

• Grasp the fundamental concepts of GIS and spatial data.
• Navigate the ArcGIS interface with confidence.
• Create and manage spatial data effectively.
• Conduct basic spatial analysis.
• Produce maps and visualisations.

ArcGIS Pro Plus is an advanced iteration of ArcGIS Pro, providing extended capabilities for geospatial data analysis, 3D modelling, automation, and enterprise collaboration.

This instructor-led, live training (available online or onsite) is designed for intermediate-level GIS professionals looking to enhance their skills in spatial data analysis, automation, and data sharing using ArcGIS Pro Plus tools.

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

• Utilise ArcGIS Pro Plus tools for data visualisation and analysis.
• Create 2D and 3D maps using advanced symbology and geoprocessing techniques.
• Automate workflows using ModelBuilder and Python scripting.
• Integrate ArcGIS with external data services and enterprise systems.

Course Format

• Interactive lectures and discussions.
• Numerous exercises and practice opportunities.
• Hands-on implementation in a live-lab environment.

Course Customisation Options

• To request a customised training session for this course, please contact us to make arrangements.

This instructor-led, live training in Australia (online or onsite) is designed for advanced-level GIS professionals seeking to utilise ArcGIS Pro to bolster their spatial analysis capabilities, perform comprehensive geostatistical analysis, and apply advanced 3D modelling techniques to facilitate more effective decision-making and problem-solving in real-world scenarios.

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

• Develop advanced proficiency in spatial analysis techniques using ArcGIS Pro.
• Employ Python scripting for automation and complex data processing.
• Apply spatial modelling to address problem-solving challenges in real-world contexts.
• Conduct geostatistical analysis for sophisticated data interpretation.
• Integrate external data sources and leverage 3D spatial data analysis.

In the rapidly changing energy sector, integrating electrical transient analysis with accurate geographic data is essential for strategic success. Currently, relying on disjointed information creates significant operational risks. This intensive 14-day course in Melbourne aims to bridge the divide between electrical engineering and geospatial management.

This instructor-led, live training in Australia (online or onsite) is designed for intermediate-level geographers seeking to deepen their expertise in spatial analysis, data management, and GIS applications.

Upon completing this training, participants will be capable of:

• Applying advanced spatial analysis techniques to resolve complex geographical challenges.
• Managing extensive spatial databases and executing data quality assurance.
• Developing dynamic and interactive maps and visualisations for diverse applications.
• Utilising programming and automation to optimise GIS workflows.

Insurance in the Digital Era provides an applied overview of how digital transformation is reshaping products, operations, and customer engagement within the insurance industry.

This instructor-led, live training (available online or onsite) is designed for intermediate-level insurance professionals who wish to understand and apply digital technologies, data-driven strategies, and innovation frameworks to modernise insurance offerings and operations.

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

• Explain the role of AI, Big Data, IoT, and automation in modern insurance workflows.
• Identify InsurTech trends and how they affect the insurance ecosystem.
• Design customer-centric strategies enabled by digital tools and data insights.
• Apply data-driven approaches to risk management and decision making.
• Develop an innovation and change management approach suitable for insurers.
• Assess real-world case studies and translate lessons into local initiatives.

Format of the Course

• Interactive lecture and discussion.
• Case study analysis and group workshops.
• Practical exercises and action planning for participants’ organisations.

Course Customization Options

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

Requirements Engineering (RE) is a pivotal discipline within the software and systems development landscape. It centres on identifying, documenting, and managing the needs and constraints of stakeholders to ensure project success.

This instructor-led, live training (available online or onsite) is tailored for intermediate-level professionals keen to deepen their grasp of practical Requirements Engineering while preparing for the IREB CPRE – Foundation Level certification exam.

Upon completing this training, participants will be equipped to:

• Understand and apply the core concepts and terminology outlined in the IREB CPRE Foundation syllabus.
• Identify and elicit requirements using effective, context-appropriate techniques.
• Model, document, and validate requirements for real-world projects.
• Manage requirements changes, traceability, and prioritisation throughout the project lifecycle.
• Leverage Requirements Engineering tools and best practices to enhance communication and project outcomes.
• Be fully prepared to take and pass the IREB CPRE – Foundation Level certification exam.

Format of the Course

• Interactive lecture and discussion.
• Case-based exercises and collaborative workshops.
• Exam preparation sessions and practice questions.

Course Customisation Options

• Additional modules or industry-specific case studies can be added upon request.

This instructor-led, live training in Australia (online or onsite) is designed for beginner-level earth sciences and engineering professionals who wish to use Python for geospatial analysis in both ArcGIS and QGIS environments.

Upon completing this training, participants will be capable of:

• Mastering Python syntax and control structures to execute geospatial tasks efficiently.
• Employing Pandas, Numpy, and Matplotlib for data analysis and visualisation within GIS.
• Manipulating and analysing vector data using the Geopandas, Arcpy, and PyQGIS libraries.
• Automating geospatial processes and workflows through Python scripting in ArcGIS and QGIS.
• Creating custom Python-based geoprocessing tools for ArcGIS and QGIS to optimise tasks.

A geographic information system (GIS) is designed to capture, store, manipulate, analyse, manage, and present spatial or geographic data. The acronym GIS is occasionally used to refer to geographic information science (GIScience), which denotes the academic discipline studying these systems and forms a significant part of the broader field of geoinformatics.

QGIS operates as GIS software, enabling users to analyse and edit spatial information, as well as compose and export graphical maps. It supports both raster and vector layers; vector data is stored as point, line, or polygon features. The software accommodates various raster image formats and can georeference images. In summary, it empowers users to create, edit, visualise, analyse, and publish geospatial information across Windows, Mac, Linux, and BSD platforms.

In the first phase, this program introduces the QGIS interface for general usage. In the second phase, we explore PyQGIS—the Python libraries of QGIS—which allow the integration of GIS functionalities into your Python code or applications. This enables you to develop your own Python Plugins centred on specific GIS functionalities.

This instructor-led, live training in Australia (online or onsite) is aimed at individuals seeking to understand requirements analysis and perform it efficiently and accurately using analytical techniques for their projects.

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

• identify different types of requirements.
• understand the overall concepts of, and activities within, requirements analysis.
• be familiar with the requirements analysis methodology.
• use different requirements analysis techniques to their advantage.
• structure requirements in order to communicate efficiently with architects and developers through an iterative requirement gathering process.