Data Analysis with Python, Pandas and Numpy Training Course

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

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

• Output spatial data as visualizations.
• Conduct 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 Turkey (online or onsite) is designed for intermediate-level environmental scientists and archaeologists who want to learn how to use ArcMap in ArcGIS to collect, organize, manage, and analyze geographic information.

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

• Understand the core concepts of ArcMap and ArcGIS.
• Collect, organize, manage, and analyze geographic information related to social and archaeological aspects.
• Perform spatial queries to evaluate impacts.

This live, instructor-led training in Turkey (online or onsite) caters to GIS professionals and analysts from beginner to advanced levels who aim to leverage ArcGIS for data visualization, spatial analysis, and geospatial project management.

Upon completion, participants will gain the ability to:

• Effectively navigate and apply ArcGIS tools for managing geospatial data.
• Design and tailor maps utilizing layers and attributes.
• Execute complex spatial analysis and geoprocessing operations.
• Streamline workflows through ModelBuilder and Python automation.

This live, instructor-led training Turkey (online or onsite) is tailored for beginner-level IT support personnel seeking to provide strong support for ArcGIS Enterprise and effectively resolve any system anomalies or failures.

By the conclusion 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 Turkey (online or on-site) 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 basic 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 equipped to:

• Gain a solid understanding of GIS concepts and spatial data types using the most recent version of ArcGIS Pro.
• Navigate the user interface and assess its practical applications.
• Explore the capabilities of ArcGIS* Pro and effectively leverage online resources.
• Manage, manipulate, and analyze personal datasets.
• Present and share data in innovative and meaningful ways.

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

ArcGIS Professional Plus is a specialized version of ArcGIS Pro, designed to provide expanded capabilities for geospatial data analysis, 3D modeling, automation, and enterprise collaboration.

This instructor-led, live training (available online or onsite) is designed for intermediate-level GIS professionals seeking 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 to effectively visualize and analyze data.
• Develop 2D and 3D maps employing advanced symbology and geoprocessing methods.
• Automate workflows using ModelBuilder and Python scripting.
• Integrate ArcGIS with external data services and enterprise systems.

Course Format

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

Course Customization Options

• For requests regarding customized training for this course, please contact us to arrange.

This instructor-led, live training in Turkey (online or onsite) is designed for advanced GIS professionals who aim to leverage ArcGIS Pro to improve their spatial analysis capabilities, perform comprehensive geostatistical analysis, and implement advanced 3D modeling techniques to facilitate more effective decision-making and problem-solving in practical contexts.

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

• Acquire advanced skills in spatial analysis techniques using ArcGIS Pro.
• Employ Python scripting for automation and complex data processing.
• Apply spatial modeling to solve real-world problems.
• Conduct geostatistical analysis for in-depth data interpretation.
• Integrate external data sources and utilize 3D spatial data analysis.

This instructor-led live training in Turkey (available online or on-site) is targeted at GIS analysts who want 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 information sources exposes organizations to substantial operational risks. This 14-day intensive course in Melbourne aims to bridge the divide between electrical engineering and geospatial management.

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

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

• Apply sophisticated spatial analysis techniques to resolve intricate geographical issues.
• Manage extensive spatial databases and perform thorough data quality control.
• Develop dynamic and interactive maps and visualizations for a variety of uses.
• Use programming and automation to streamline GIS processes.

This instructor-led, live training in Turkey (online or onsite) is designed for developers who want to enhance their website or web application 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 that syncs with the current location.
• Create a mashup that incorporates Google Maps.
• Apply best practices for CSS and JavaScript coding.
• Develop a custom map for an application.

This instructor-led, live training in Turkey (online or onsite) targets 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 built for capturing, storing, analyzing, managing, and presenting spatial or geographic data. The term GIS is also occasionally used to refer to Geographic Information Science (GIScience), which is the academic discipline dedicated to studying geographic information systems, representing a significant segment within the broader field of geoinformatics.

QGIS operates as comprehensive GIS software, enabling users to analyze and edit spatial information, as well as create and export graphical maps. It supports both raster and vector layers; vector data is organized into point, line, or polygon features. The software accommodates multiple raster image formats and includes capabilities for georeferencing images. In essence, it empowers users to create, edit, visualize, analyze, and publish geospatial information across Windows, Mac, Linux, and BSD platforms.

In its initial phase, this course introduces the QGIS interface for general operational use. The second phase focuses on PyQGIS—the Python libraries of QGIS—which facilitate the integration of GIS functionalities into your Python code or applications. This enables you to develop custom Python plugins tailored to specific GIS functions.