Predictive Analytics Training in Johannesburg

This instructor-led, live training in Johannesburg (online or onsite) is aimed at intermediate-level developers who wish to build AI-powered applications using predictive analytics and generative models.

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

• Understand the fundamentals of predictive AI and generative models.
• Utilize AI-powered tools for predictive coding, forecasting, and automation.
• Implement LLMs (Large Language Models) and transformers for text and code generation.
• Apply time-series forecasting and AI-based recommendations.
• Develop and fine-tune AI models for real-world applications.
• Evaluate ethical considerations and best practices in AI deployment.

This instructor-led, live training in Johannesburg (online or onsite) is aimed at intermediate-level data professionals who wish to apply machine learning techniques to data-driven business problems, including sales forecasting and predictive modelling using neural networks.

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

• Understand the core concepts and types of machine learning.
• Apply key algorithms for classification, regression, clustering, and association analysis.
• Perform exploratory data analysis and data preparation using Python.
• Use neural networks for nonlinear modelling tasks.
• Implement predictive analytics for business forecasting, including sales data.
• Evaluate and optimise model performance using visual and statistical techniques.

This instructor-led, live training in Johannesburg (online or onsite) is designed for beginner-level IT professionals who wish to grasp the fundamentals of Predictive AI.

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

• Understand the core concepts of Predictive AI and its applications.
• Collect, clean, and preprocess data for predictive analysis.
• Explore and visualize data to uncover insights.
• Build basic statistical models to make predictions.
• Evaluate the performance of predictive models.
• Apply Predictive AI concepts to real-world scenarios.

This instructor-led, live training in Johannesburg (online or onsite) targets intermediate-level DevOps professionals who wish to integrate predictive AI into their DevOps practices.

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

• Implement predictive analytics models to forecast and resolve challenges within the DevOps pipeline.
• Utilize AI-driven tools for enhanced monitoring and operations.
• Apply machine learning techniques to improve software delivery workflows.
• Design AI strategies for proactive issue resolution and optimisation.
• Navigate the ethical considerations of using AI in DevOps.

In this instructor-led, live training in Johannesburg, participants will develop the mindset required to approach Big Data technologies, assess their impact on existing processes and policies, and implement these technologies to identify criminal activity and prevent crime. We will examine case studies from law enforcement organisations worldwide to gain insights into their adoption strategies, challenges, and results.

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

• Integrate Big Data technology with traditional data gathering processes to construct a narrative during investigations.
• Implement industrial-grade Big Data storage and processing solutions for data analysis.
• Prepare a proposal for the adoption of the most appropriate tools and processes to enable a data-driven approach to criminal investigation.

This instructor-led, live training in Johannesburg (online or onsite) is tailored for data scientists and analysts who wish to automate, evaluate, and manage predictive models using DataRobot's machine learning capabilities.

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

• Load datasets into DataRobot to analyse, assess, and perform quality checks on data.
• Build and train models to identify key variables and achieve prediction objectives.
• Interpret models to derive valuable insights that support strategic business decisions.
• Monitor and manage models to ensure optimised prediction performance.

This instructor-led, live training (available online or onsite) caters to analysts, researchers, and professionals at a beginner to intermediate level who wish to utilise SPSS for data preparation, statistical analysis, and predictive modelling.