Data Analysis Training in Durban

This instructor-led live training in Durban (online or onsite) is aimed at intermediate-level data scientists and engineers who wish to use Google Colab and Apache Spark for big data processing and analytics.

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

• Set up a big data environment using Google Colab and Spark.
• Process and analyze large datasets efficiently with Apache Spark.
• Visualize big data in a collaborative environment.
• Integrate Apache Spark with cloud-based tools.

This live, instructor-led training in Durban delves into the Stratio platform, with a specific focus on the Rocket and Intelligence modules enhanced by PySpark. Participants will gain mastery over data ingestion, transformation, and advanced analytics, while developing practical skills in loops, UDFs, and enterprise-grade data workflows.

This instructor-led, live training in Durban (online or onsite) is designed for intermediate-level data professionals who wish to apply time series forecasting techniques to real-world data using Google Colab.

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

• Grasp the fundamentals of time series analysis.
• Utilise Google Colab to work with time series data.
• Apply ARIMA models to forecast data trends.
• Leverage Facebook’s Prophet library for flexible forecasting.
• Visualise time series data and forecasting results.

This instructor-led, live training in Durban (online or onsite) is aimed at intermediate-level developers and DevOps engineers who wish to instrument their applications to export and monitor custom metrics effectively using Prometheus and Grafana.

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

• Understand the importance of custom metrics for application monitoring.
• Instrument applications to export custom metrics for Prometheus.
• Create and configure dashboards in Grafana to visualize custom metrics.
• Apply best practices for integrating monitoring into the development lifecycle.

This instructor-led live training, delivered in Durban (either online or onsite), targets advanced-level DevOps and SRE professionals seeking to strengthen their alerting and automation expertise with Grafana and Prometheus.

By the conclusion 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.

Participants who complete this instructor-led, live training in Durban will gain a practical, real-world understanding of Big Data and its related technologies, methodologies and tools.

Participants will have the opportunity to put this knowledge into practice through hands-on exercises. Group interaction and instructor feedback make up an important component of the class.

The course starts with an introduction to elemental concepts of Big Data, then progresses into the programming languages and methodologies used to perform Data Analysis. Finally, we discuss the tools and infrastructure that enable Big Data storage, Distributed Processing, and Scalability.

This instructor-led training in Durban empowers intermediate GIS professionals with advanced ArcGIS Pro Plus capabilities. Participants will gain mastery in 3D modelling, spatial data analysis, and Python automation, enabling them to construct robust geospatial workflows for enterprise environments.

This instructor-led live training in Durban (online or onsite) is designed for beginner-level data engineers, analysts, and scientists who wish to understand how to use dbt Cloud to manage their data warehousing and transformation projects in the cloud.

Upon completing this training, participants will be able to:

• Create and manage projects within dbt Cloud.
• Utilise the dbt Cloud interface to schedule and execute data transformations.
• Collaborate on projects with team members.
• Deploy their dbt projects to a production environment.
• Debug and troubleshoot dbt projects.

This instructor-led, live training in Durban (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 Durban (online or on-site) is aimed at intermediate-level DevOps and SRE professionals who wish to create impactful dashboards and optimise their monitoring practices using Grafana and Prometheus.

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

• Understand best practices for designing effective dashboards.
• Create and configure advanced Grafana dashboard elements.
• Leverage Grafana templating for dynamic and reusable dashboards.
• Implement alerting mechanisms to enhance operational awareness.

This instructor-led, live training in Durban (online or onsite) 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 Durban (online or on-site) is designed for beginner to intermediate data analysts and business professionals who wish to perform complex data analysis tasks more intuitively across various industries using Google Gemini AI.

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

• Understand the fundamentals of Google Gemini AI.
• Connect various data sources to Gemini AI.
• Explore data using natural language queries.
• Analyze data patterns and derive insights.
• Create compelling data visualizations.
• Communicate data-driven insights effectively.

This instructor-led, live training in Durban (online or onsite) is aimed at data analysts and anyone who is interested to learn how to use and integrate Tableau, Python, R, and SQL for data visualization and analysis.

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

• Perform data analysis using Python, R, and SQL.
• Create insights through data visualization with Tableau.
• Make data-driven decisions for business operations.

This instructor-led, live training in Durban (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 optimisation.

This live, instructor-led training programme in Durban (delivered online or on-site) is designed to support learners in preparing for the Microsoft Certified: Data Scientist Associate certification exam (DP-100).

The curriculum covers the essentials of data science and machine learning, illustrating how these disciplines can be applied using Microsoft Azure Machine Learning. Learners will develop the ability to prepare data, build and train machine learning models, and deploy models to the cloud. The programme also encompasses strategies for evaluating model performance and executing feature engineering.

This instructor-led, live training in Durban (online or onsite) targets intermediate-level data engineers who wish to become proficient in utilizing Azure Synapse Analytics for a wide range of data processing, analytics, and visualization.

Upon completing this training, participants will be able to:

• Understand the core concepts, architecture, and components of Azure Synapse Analytics.
• Create, configure, and manage scalable data warehouses using Azure Synapse.
• Master the techniques for ingesting, transforming, and loading data (ETL) from various sources into Azure Synapse.
• Optimize query performance, secure data, and integrate Azure Synapse with Power BI and other tools to visualize data and share insights.

This instructor-led, live training in Durban (online or onsite) is designed for beginner-level professionals seeking to learn the fundamental concepts and tools of ArcGIS.

By the end 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 visualisations.

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

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

• Master Python syntax and control structures to execute geospatial tasks efficiently.
• Apply Pandas, Numpy, and Matplotlib for data analysis and visualisation within GIS contexts.
• Manipulate and analyse vector data using the Geopandas, Arcpy, and PyQGIS libraries.
• Automate geospatial processes and workflows through Python scripting in ArcGIS and QGIS.
• Develop custom Python-based geoprocessing tools for ArcGIS and QGIS to streamline operational tasks.

This instructor-led live training in Durban explores advanced big data techniques, distributed computing, and machine learning at scale. It is designed for advanced data professionals aiming to master real-time analytics, deep learning integration, and robust data governance strategies.

The aim of the course in Durban is to help delegates to give evidence-based answers to questions:

What has happened?

• processing and analyzing data
• producing informative data visualizations

What will happen?

• forecasting future performance
• evaluating forecasts

What should happen?

• turning data into evidence-based business decisions
• optimizing processes

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

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

• Apply advanced spatial analysis techniques to resolve complex geographical challenges.
• Manage large spatial databases and perform data quality control.
• Create dynamic and interactive maps and visualizations for a variety of applications.
• Utilise programming and automation to streamline GIS workflows.

A hands-on training in Durban that enables insurance professionals to leverage AI, data, and InsurTech trends to modernise operations and customer engagement. By utilising workshops, case studies, and practical exercises, participants build digital strategies to navigate a rapidly evolving industry.

This live, instructor-led training in Durban focuses on practical Requirements Engineering concepts, elicitation strategies, and documentation methods. It offers comprehensive exam preparation to assist participants in mastering the IREB CPRE syllabus and successfully passing the Foundation Level certification.

This instructor-led, live training in Durban (online or onsite) is aimed at intermediate-level Python developers and data analysts who wish to enhance their skills in data analysis and manipulation using Pandas and NumPy.

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

• Set up a development environment that includes Python, Pandas, and NumPy.
• Create a data analysis application using Pandas and NumPy.
• Perform advanced data wrangling, sorting, and filtering operations.
• Conduct aggregate operations and analyze time series data.
• Visualize data using Matplotlib and other visualization libraries.
• Debug and optimize their data analysis code.

This instructor-led, live training in Durban (online or onsite) is aimed at developers and administrators who wish to use OpenSearch to perform distributed search and data analytics in a unified and secure system.

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

• Set up the necessary development environment to start building search and analytics solutions with OpenSearch and OpenSearch Dashboards.
• Understand the three approaches (snapshot, restart, and rolling) in upgrading from Elasticsearch OSS to OpenSearch.
• Learn how to index data, create data streams, run queries, and streamline cross-cluster operations in OpenSearch.
• Explore and use plugins, APIs, clients, and ingestion tools (Beats, Logstash, Grafana, etc.) to optimize search experience while keeping clusters secure.
• Use OpenSearch Dashboards to centralize data management, visualization, logging, monitoring, and maintenance.

This instructor-led, live training in Durban (online or onsite) is aimed at persons who wish to learn just enough Python to begin crunching numbers from sales data, traffic analytics, customer interactions, etc..

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

• Install and configure the necessary software, libraries and development environment to begin writing Python code for data analysis.
• Analyse data from sources such as Excel, CSV, JSON files and databases.
• Clean data to improve its usefulness before analysing it.
• Perform simple statistical analysis.
• Generate reports that present the desired data in just the right format, from straight numbers to data visualisations.
• Gain valuable insight from data, including trends in performance, problematic areas.

This instructor-led live training in Durban (online or on-site) is designed for business analysts who wish to learn advanced Spotfire Analyst techniques for data analysis.

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

• Share visualisations with different team members.
• Secure software access based on roles and access controls.
• Create visualisations such as map charts.
• Integrate statistical computing languages like R with Spotfire.

This hands-on programme cultivates the skills necessary to analyse customer and operational data, decipher underlying patterns, forecast specific outcomes and convert evidence into actionable business recommendations. It addresses the demand for robust analytical capabilities by establishing accessible foundations before advancing to guided predictive analytics and continuous improvement strategies.

Participants navigate a cohesive customer-service case study: defining the business problem, curating the data, examining behavioural and performance trends, constructing a basic forecast or predictive model, and presenting a well-justified improvement proposal. The focus lies on selecting suitable methodologies and articulating results in clear business terms.

This instructor-led, live training in Durban (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 intensive seven-day programme equips database administrators and software developers with the practical skills required to design, deploy, integrate, optimise, and operate a modern real-time analytics platform using self-managed ClickHouse, Apache Kafka, and Apache Spark.

This course highlights the application of data analytic techniques and methodologies to solve business challenges using R, Python, and SQL. It focuses on aligning business requirements with data analytics, treating the latter as a toolkit for addressing business queries and issues.

This instructor-led, live training in Durban (online or onsite) is aimed at data scientists, data analysts, and business analysts who wish to clean and process data effectively.

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

• Develop an effective data cleaning strategy.
• Implement useful tools for data cleaning.
• Get a result more efficiently.
• Learn and apply data cleaning best practices.

This instructor-led, live training in Durban (delivered online or onsite) caters to intermediate-level managers and specialists aiming to comprehend the forces driving digital evolution in financial services and how to apply these changes within their own organisation.

By the end of the session, participants will be able to:

• Explain the factors propelling digital change in banking and financial services.
• Identify where digital channels, lending and SME banking create value.
• Understand how Agile and product thinking support transformation.
• Learn from the outcomes of past transformation efforts, both successful and failed.

In the rapidly changing energy landscape, combining electrical transient analysis with accurate geographic data has become a strategic imperative. Currently, depending on disjointed data creates substantial operational risks. This 14-day intensive programme in Melbourne aims to bridge the gap between electrical engineering and geospatial management.

In this live, instructor-led session in Durban, participants will gain a solid understanding of the technologies, methodologies, and mindset essential for implementing a Fintech strategy.

This training is tailored for managers who require a broad, big-picture perspective on Fintech. It helps demystify industry hype and jargon, empowering leaders to take actionable first steps in adopting new technologies for their financial business and services.

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

• Present viable Fintech strategies for their organisation.
• Understand and explain the role and functionality of key technologies.
• Draft a step-by-step action plan for introducing new technologies.

This instructor-led live training in Durban (onsite or remote) is designed for data analysts who wish to utilise Grafana for monitoring and visualising data.

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

• Configure the necessary development environment to begin creating visualisations in Grafana.
• Implement Grafana for high availability.
• Customise panels and dashboards using data.
• Set up a reverse proxy to ensure rapid loading speeds.

This instructor-led live training in Durban (online or onsite) is aimed at data scientists who wish to programme in Python and R for KNIME.

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

• Plan, build, and deploy machine learning models in KNIME.
• Make data driven decisions for operations.
• Implement end to end data science projects.

As your delegates prepare for advanced Data Analytics degrees abroad, they face a dual challenge: mastering technical coding and understanding how to translate data into business value. This intensive 5.5-hour program is architected to bridge both gaps simultaneously. By combining Python technical foundations with an introductory business analytics framework, we ensure your team starts their academic journey as leaders, not just learners.

This instructor-led, live training in Durban (online or onsite) is designed for individuals who wish to understand requirements analysis and execute it efficiently and accurately by employing analysis 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.

This instructor-led live training in Durban (online or onsite) is aimed at business analysts and data analysts who wish to use TIBCO Spotfire X with its artificial intelligence capabilities to visualize, transform, and analyze data.

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

• Install and configure TIBCO Spotfire X.
• Understand the features and architecture of TIBCO Spotfire X.
• Understand the concepts behind augmented and predictive analytics.
• Learn how to load, process, and visualize data using Spotfire X.
• Create interactive and enhanced data visualizations.

This instructor-led, live training in Durban (online or onsite) is aimed at business professionals who wish to use data storytelling, PowerPoint, and AI tools to create executive presentations that support decision-making and follow corporate branding standards.

By the end of this training, participants will be able to: structure messages with AI, improve slide design, strengthen visual stories, and deliver clearer executive presentations.