Data Analysis with Python, Pandas and Numpy Training Course

This instructor-led, live training in Norway (online or onsite) is tailored for field ecologists and conservation managers who want to create spatial data projects using ArcGIS.

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

• Generate spatial data visualizations.
• Perform geostatistics 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 Norway (online or onsite) is designed for intermediate-level environmental scientists and archaeologists who wish to learn how to use ArcMap in ArcGIS for collecting, organizing, managing, and analyzing geographic information.

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

• Understand the fundamentals of ArcMap and ArcGIS.
• Collect, organize, manage, and analyze geographic information on the social and archaeological elements.
• Conduct spatial queries for impact evaluation.

This instructor-led, live training in Norway (online or onsite) is aimed at beginner-level to advanced-level GIS professionals and analysts who wish to learn how to effectively use ArcGIS for data visualization, spatial analysis, and geospatial project management.

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

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

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

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

• Understand the architecture and components of ArcGIS Enterprise.
• Learn to install, configure, and manage ArcGIS Enterprise.
• Gain skills in troubleshooting and resolving common issues.
• Develop proficiency in monitoring and maintaining ArcGIS Enterprise environments.
• Master the techniques for backup, recovery, and performance optimization.

This instructor-led live training in Norway (online or onsite) targets beginner-level professionals seeking to learn the essential concepts and tools of ArcGIS.

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

• Understand the core concepts of GIS and spatial data.
• Navigate the ArcGIS interface.
• Create and manage spatial data.
• Perform basic spatial analysis.
• Create maps and visualizations.

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

• Comprehend GIS concepts and spatial data types using the most recent version of ArcGIS Pro.
• Navigate the user interface and assess its various applications.
• Explore ArcGIS* Pro functionalities and learn how to leverage online content.
• Manage, manipulate, and analyze personal datasets.
• Display and share data in meaningful and creative ways.

Note: The latest version of ArcGIS Pro will be used throughout the course.

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

This instructor-led, live training (available online or onsite) targets intermediate-level GIS professionals looking to enhance their expertise in spatial data analysis, automation, and sharing through ArcGIS Professional Plus tools.

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

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

Course Format

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

Customization Options

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

This instructor-led live training in Norway (online or on-site) is aimed at advanced-level GIS professionals who wish to use ArcGIS Pro to enhance their spatial analysis capabilities, conduct comprehensive geostatistical analysis, and apply advanced 3D modeling techniques for more effective decision-making and problem-solving in real-world scenarios.

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

• Develop advanced skills in spatial analysis techniques using ArcGIS Pro.
• Utilize Python scripting for automation and complex data processing.
• Apply spatial modeling for problem-solving in real-world scenarios.
• Conduct geostatistical analysis for advanced data interpretation.
• Integrate external data sources and leverage 3D spatial data analysis.

This instructor-led, live training in Norway (online or on-site) is designed for GIS analysts who aim to automate repetitive tasks in GIS processes.

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

• Build GIS applications using Python and ArcGIS tools.
• Develop with the ArcGIS package ArcPy, using Python.
• Apply the ArcGIS modules for map automation using object classes in Python.

In the dynamic energy sector, combining electrical transient analysis with accurate geographic data has become a strategic imperative. Currently, depending on disjointed data sources creates substantial operational risks. This intensive 14-day programme, held in Melbourne, is crafted to bridge the divide between electrical engineering and geospatial management.

This instructor-led, live training in Norway (online or onsite) is designed for intermediate-level geographers aiming to enhance their skills in spatial analysis, data management, and GIS applications.

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

• Employ advanced spatial analysis techniques to address complex geographical challenges.
• Manage extensive spatial databases and conduct data quality assurance.
• Develop dynamic and interactive maps and visualizations for diverse applications.
• Leverage programming and automation to optimize GIS workflows.

This instructor-led live training in Norway (online or onsite) is designed for developers who want to enhance their websites or web applications by adding geo-location functionality through Google Maps.

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

• Embed a map into a new or existing website or web application.
• Display live data synchronized with the current location.
• Create a mashup that includes Google Maps.
• Apply good CSS and JavaScript coding practices.
• Create a custom map for an application.

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

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

• Learn Python syntax and control structures for executing geospatial tasks efficiently.
• Use Pandas, Numpy, and Matplotlib for data analysis and visualization in GIS.
• Manipulate and analyze vector data with Geopandas, Arcpy, and PyQGIS libraries.
• Automate geospatial processes and workflows using Python scripting in ArcGIS and QGIS.
• Develop custom Python-based geoprocessing tools for ArcGIS and QGIS to streamline tasks.

A Geographic Information System (GIS) is a framework engineered to capture, store, manipulate, analyze, manage, and present spatial or geographic data. The term GIS is occasionally used to denote Geographic Information Science (GIScience), referring to the academic discipline dedicated to studying geographic information systems, which represents a significant domain within the broader field of geoinformatics.

QGIS operates as comprehensive GIS software, empowering users to analyze 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 multiple raster image formats and includes georeferencing capabilities. In summary, it enables users to create, edit, visualize, analyze, and publish geospatial information across Windows, Mac, Linux, and BSD operating systems.

In its initial phase, this program introduces the QGIS interface for general usage. The second phase covers PyQGIS—the Python libraries of QGIS—which facilitates the integration of GIS functionalities into your Python code or applications. This allows you to develop custom Python Plugins tailored to specific GIS functionalities.