Natural Language Processing (NLP) Training in Cape Town

This instructor-led live training in Cape Town empowers finance practitioners and IT personnel with the skills to implement Ollama locally. Participants learn to deploy, configure, and integrate large language models into secure financial workflows, applying best practices for compliance and automation.

This live training in Cape Town empowers healthcare practitioners and IT teams to deploy Ollama for local LLMs. Participants will learn to integrate AI into clinical workflows, tailor models for specific tasks, and uphold strict data privacy and regulatory compliance within secure healthcare environments.

This live, instructor-led training in Cape Town is designed to help beginners effectively apply Claude AI to customer support and service operations. Participants will master the automation of triage processes, the drafting of tone-aligned responses, and the integration of AI into existing workflows through practical, hands-on exercises.

This live Claude AI training in Cape Town empowers professionals to utilize the tool for data analysis and BI tasks. It focuses on exploratory data analysis, SQL generation, and dashboard design through natural language prompting, with the goal of streamlining workflows and enhancing the extraction of insights from business data.

This instructor-led, live training in Cape Town (online or onsite) is aimed at intermediate-level data scientists and developers who wish to apply NLP techniques using Python in Google Colab.

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

• Understand the core concepts of natural language processing.
• Preprocess and clean text data for NLP tasks.
• Perform sentiment analysis using NLTK and SpaCy libraries.
• Work with text data using Google Colab for scalable and collaborative development.

This instructor-led, live training in Cape Town (online or onsite) is aimed at intermediate-level researchers, analysts, and knowledge workers who want to leverage Claude AI for processing large amounts of data, synthesising information, and automating research tasks.

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

• Use Claude AI for literature reviews and research synthesis.
• Summarise reports, research papers, and long-form documents.
• Extract key insights and trends from structured and unstructured data.
• Integrate Claude AI into research and knowledge management workflows.

This instructor-led, live training in Cape Town (online or onsite) is aimed at beginner-level to intermediate-level content creators, writers, and marketers who want to leverage Claude AI for content generation, editing, and summarization to enhance blogs, reports, and marketing materials.

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

• Use Claude AI for content brainstorming and idea expansion.
• Enhance writing with AI-assisted editing and proofreading.
• Generate summaries for long-form content and reports.
• Automate marketing copy creation for different platforms.

This instructor-led, live training in Cape Town (online or onsite) is aimed at advanced-level professionals who wish to fine-tune and customise AI models on Ollama for enhanced performance and domain-specific applications.

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

• Set up an efficient environment for fine-tuning AI models on Ollama.
• Prepare datasets for supervised fine-tuning and reinforcement learning.
• Optimise AI models for performance, accuracy, and efficiency.
• Deploy customised models in production environments.
• Evaluate model improvements and ensure robustness.

This instructor-led, live training in Cape Town (online or onsite) is aimed at advanced-level professionals who wish to implement secure and efficient AI-driven workflows using Ollama.

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

• Deploy and configure Ollama for private AI processing.
• Integrate AI models into secure enterprise workflows.
• Optimize AI performance while maintaining data privacy.
• Automate business processes with on-premise AI capabilities.
• Ensure compliance with enterprise security and governance policies.

This instructor-led, live training in Cape Town (online or onsite) is aimed at intermediate-level software developers and AI engineers who wish to integrate Claude AI into their applications, build AI-powered chatbots, and enhance software functionality with AI-driven automation.

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

• Use the Claude AI API to integrate AI into applications.
• Develop AI-driven chatbots and virtual assistants.
• Enhance applications with AI-powered automation and NLP.
• Optimize and fine-tune Claude AI models for different use cases.

This instructor-led, live training in Cape Town (online or onsite) is aimed at beginner-level professionals who wish to integrate Claude AI into their daily workflows to improve efficiency and automation.

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

• Use Claude AI for automating repetitive tasks and streamlining workflows.
• Enhance personal and team productivity using AI-powered automation.
• Integrate Claude AI with existing business tools and platforms.
• Optimize AI-driven decision-making and task management.

This instructor-led, live training in Cape Town (online or onsite) is aimed at intermediate-level professionals who wish to deploy, optimize, and integrate LLMs using Ollama.

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

• Set up and deploy LLMs using Ollama.
• Optimize AI models for performance and efficiency.
• Leverage GPU acceleration for improved inference speeds.
• Integrate Ollama into workflows and applications.
• Monitor and maintain AI model performance over time.

This instructor-led, live training in Cape Town (online or onsite) is designed for intermediate-level data scientists, AI developers, and AI enthusiasts who wish to use LLMs to perform various NLP tasks and create novel and diverse content for different purposes.

Upon completing this training, participants will be able to:

• Set up a development environment equipped with LLMs and necessary tools.
• Proficiently execute NLU and NLI tasks using LLMs.
• Effectively extract, infer, and apply knowledge graphs.
• Generate and manage dialogues using LLMs for conversational applications.
• Evaluate the quality and diversity of content produced by LLMs and generative AI.
• Apply ethical principles to ensure fairness and responsible utilisation of LLMs.

This instructor-led live training in Cape Town (online or onsite) is aimed at intermediate-level professionals who wish to enhance their NLP projects through the effective fine-tuning of pre-trained language models.

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

• Understand the fundamentals of fine-tuning for NLP tasks.
• Fine-tune pre-trained models such as GPT, BERT, and T5 for specific NLP applications.
• Optimize hyperparameters for improved model performance.
• Evaluate and deploy fine-tuned models in real-world scenarios.

This instructor-led, live training in Cape Town (online or on-site) is designed for beginner-level professionals who want to install, configure, and utilise Ollama to run AI models on their own machines.

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

• Grasp the fundamentals of Ollama and its core capabilities.
• Configure Ollama for executing local AI models.
• Deploy and interact with LLMs using Ollama.
• Optimise performance and resource allocation for AI workloads.
• Explore practical use cases for local AI deployment across various industries.

A two-day training programme designed for developers who already utilise AI coding tools such as Cursor, Claude Code, or Copilot. The course explores delegating comprehensive tasks to agents, constructing the personalisation stack (Rules, AGENTS.md, Skills, MCP, Agents), connecting and developing MCP servers, executing agents in parallel, and implementing structured agentic workflows. The content is tool-agnostic and serves as a continuation of the Foundations course.

This two-day introductory course is designed for individuals new to AI-assisted development tools, including those with little or no coding experience. It explains how these tools operate, how to guide them through effective prompting, and how to apply them to routine tasks: constructing a small project from the ground up, working within an existing codebase, and reviewing outputs. The content is tool-agnostic, applying to Cursor, Claude Code, Copilot, and similar platforms. This course serves as a precursor to the Agentic AI Development: Advanced Workflows programme.

This two-part training programme is tailored for software delivery teams looking to embed AI-assisted engineering workflows into their daily operations using Claude Code.

This course within Cape Town provides training in artificial intelligence technology, covering data analysis, distributed machine learning and natural language processing, to help developers build large-scale intelligent systems. The content explores the practical methods of Spark MLlib, recommendation engines, Word2Vec semantic analysis and RNN-LSTM architectures, assisting professionals in converting raw data into automated decision-making pipelines deployable in production environments, thereby comprehensively enhancing core capabilities in building intelligent systems.

This instructor-led, live training in Cape Town (online or onsite) is aimed at senior leaders and executives who wish to harness Claude as a strategic business assistant to enhance decision-making, accelerate planning and build competitive advantage through AI-augmented leadership.

Claude Code is not merely a code-completion utility; it serves as a terminal-native development agent capable of reading your codebase, planning multi-step modifications, executing tests, and driving tasks from a single command to a functional outcome. This one-day workshop provides participants with structured, hands-on experience, covering the configuration of Claude Code for real-world projects, crafting delegations that yield reviewable results, utilising CLAUDE.md as persistent project memory, and linking internal tools via the Model Context Protocol.

This instructor-led, live training in Cape Town is designed for intermediate-level developers who wish to take a project from concept to a deployed, production-ready application using Claude Code.

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

• Configure Claude Code and guide it effectively using a CLAUDE.md file.
• Scaffold an application and integrate data with a CMS.
• Develop tests and perform quality assurance via subagents.
• Set up automated deployment to Vercel or Cloud Run.

This instructor-led, live training in Cape Town (online or onsite) is designed for software developers and engineering teams who wish to use Claude Code to accelerate development cycles, improve code quality, and automate repetitive programming tasks.

By the end of this training, participants will be able to install and configure Claude Code, edit multi-file codebases with natural language, leverage approval modes, and integrate with Git and CI/CD.

Ollama is an open-source utility designed for executing large language models locally on both consumer and enterprise-grade hardware. It simplifies complex tasks such as model quantization, GPU resource allocation, and API serving into a single command-line interface, allowing organisations to self-host LLMs like Llama, Mistral, and Qwen without transmitting prompts or sensitive data to OpenAI, Anthropic, or Google.