Whether delivered online or onsite, our instructor-led live Natural Language Processing (NLP) training courses provide interactive discussions and hands-on practice to help extract meaningful insights from data. By leveraging programming languages such as Python and R alongside specialized NLP libraries, our programs integrate concepts from computer science, artificial intelligence, and computational linguistics. This approach enables participants to fully comprehend the nuances behind text data. The training guides you through the process of evaluating and applying appropriate algorithms to analyze data and report on its significance.
NLP training is offered in two formats: "online live training" and "onsite live training". Online live training (also referred to as "remote live training") is conducted via an interactive remote desktop. Onsite live training can be hosted locally at your customer premises in Durban or within NobleProg corporate training centers in Durban.
NobleProg -- Your Local Training Provider
Garden Court South Beach
Durban, South Africa
Way to get there
From Durban city centre: follow the beachfront/Marine Parade south toward South Beach.
By car/taxi: give the driver the address 73 O.R. Tambo Parade, South Beach, Durban 4001.
From King Shaka International Airport: the hotel is roughly 30 km ;from the airport.
This instructor-led live training in Durban 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 Durban 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 instructor-led training in Durban explores responsible AI principles specific to Ollama, with a focus on fairness, transparency, and accountability. Through hands-on labs and case studies, participants will design governance workflows, implement bias mitigation strategies, and establish frameworks for compliance monitoring.
This practical training in Durban caters to mid-level to advanced professionals dedicated to building, deploying, and managing AI agents. Participants will learn to leverage Mistral Medium 3, Le Chat Enterprise, and Devstral for robust enterprise and developer applications, including the integration of connectors, RAG patterns, and compliance measures.
This live, instructor-led training in Durban empowers intermediate professionals to deploy Ollama securely. Learn to apply differential privacy, implement secure logging, and enforce data access controls that meet regulatory compliance standards, ensuring robust on-premise environments.
This beginner-level training in Durban assists project managers in leveraging Claude AI for strategic planning and core operational tasks. It covers drafting documentation, analysing risks, and supporting agile sprints through guided hands-on exercises and real-world scenarios.
This live training in Durban focuses on embedding Mistral conversational assistants into enterprise workflows. Learners will explore connecting SaaS tools, applying Retrieval-Augmented Generation (RAG), and designing intuitive UX patterns for both customer-facing and internal chat interfaces.
This instructor-led live training in Durban helps intermediate practitioners master prompt engineering for Ollama. Learn to design effective prompts, apply chain-of-thought techniques, and manage context windows. Build multi-stage pipelines and optimize outputs through hands-on exercises.
This live, instructor-led training in Durban 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.
Develop expertise in LangGraph for legal applications through this 35-hour instructor-led course in Durban. Tailored for intermediate to advanced professionals, it covers critical aspects of workflow design, compliance controls, and human-in-the-loop approvals. Build confident, auditable, and production-ready LLM solutions.
This live Mistral Responsible AI training in Durban is designed for compliance and security leads. You will master privacy-preserving techniques, data residency strategies, and enterprise controls such as RBAC and SSO to ensure secure and compliant AI deployment.
This instructor-led session in Durban focuses on scaling Ollama deployments to support high-throughput, cost-efficient environments. Participants will explore GPU optimization, Kubernetes deployment, autoscaling, and monitoring strategies to construct resilient LLM infrastructure for multi-user workloads.
This instructor-led training in Durban focuses on deploying and optimising CV and NLP models using the CANN SDK for Ascend hardware. Participants will learn to convert models, integrate them into live pipelines, and enhance inference performance for real-time detection and analysis.
This live Claude AI training in Durban 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 course in Durban empowers professionals to build LangGraph-based solutions for the financial sector. Learners will gain the skills to implement workflows that align with regulatory standards, integrate data standards effectively, and deploy systems characterized by robust governance, observability, and compliance controls.
This instructor-led training in Durban provides senior ML engineers and AI researchers with guidance on creating multimodal applications using Ollama. Learners will configure local models, merge text and image inputs, and develop visual QA systems and agents for practical deployment scenarios.
Gain the skills to build multimodal applications using Mistral models, with a focus on OCR, document understanding, and vision-text search. This practical training covers pipeline implementation, NLP integration, and enterprise-grade design, delivered either online or in Durban.
This instructor-led, live training in Durban (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 advanced instructor-led training in Durban concentrates on diagnosing, testing, and evaluating local Ollama deployments. It addresses systematic debugging, robust evaluation pipelines, observability, and automated CI/CD integration to guarantee production reliability and operational readiness.
This instructor-led, live training in Durban (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 training in Durban targets ML engineers seeking to master self-hosting and fine-tuning Devstral and Mistral models. Participants learn practical governance, monitoring, and compliance techniques to deploy open-source AI with confidence in production environments.
Discover the application of LangGraph in healthcare through this live training in Durban, curated for intermediate to advanced professionals. Gain expertise in designing stateful, compliant workflows, integrating standards like FHIR and SNOMED CT, and resolving ethical and operational challenges within regulated environments.
This instructor-led live training in Durban is designed for advanced AI platform engineers, AI DevOps specialists, and ML architects seeking to optimise, debug, monitor, and operate production-grade LangGraph systems for stateful, multi-actor LLM applications structured as composable graphs.
This instructor-led, live training in Durban (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 Durban (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.
Gain mastery over cost-effective Mistral LLM architectures through this 14-hour live training session in Durban. Discover how to deploy, optimise, and scale Mistral Medium 3 to deliver peak throughput at minimal cost, leveraging batching, quantisation, and efficient serving strategies for enterprise-grade workloads.
This instructor-led, live training in Durban (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 Durban (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 training in Durban introduces LangGraph for marketing automation. Participants will learn to design conditional content workflows, integrate LLMs for personalised email campaigns, and manage state across multi-step pipelines, acquiring practical skills essential for modern marketing.
This live Durban training explores Le Chat Enterprise, a private ChatOps solution enabling secure, governed conversational AI. Learners will master deployment, configuration, and integration with enterprise apps, activating RBAC, SSO, and compliance-driven controls to build scalable, secure AI workflows.
Gain mastery over Devstral through this live training conducted in Durban. The curriculum delves into architecture, agentic workflow design, and tool integration. Perfect for advanced engineers, the course utilizes hands-on labs to construct coding agents that elevate both productivity and security within contemporary development environments.
This instructor-led, live training in Durban (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 Durban (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 live course, available online or on-site in Durban, walks intermediate engineers through the process of constructing dynamic LLM workflows using LangGraph. Participants will learn to design stateful graphs, apply branching logic, and integrate retrieval, APIs, and memory to build robust, context-aware applications.
This instructor-led, live training in Durban (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 Durban (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 LangGraph Essentials course in Durban empowers developers to construct graph-based LLM applications. Master core principles such as nodes, edges, state management, and conditional logic. Integrate tools, retrieval mechanisms, and external APIs, then validate and deploy stable workflows through practical, hands-on labs.
This instructor-led training in Durban assists advanced AI engineers in deploying and securing Mistral Medium 3. You will optimise inference costs, implement multimodal use cases, and apply enterprise compliance practices. It includes hands-on labs for both API and self-hosted setups.
This instructor-led, live training in Durban (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 foundational training in Durban that delves into AI fundamentals, ranging from intelligent agents to machine learning. It empowers executives and architects to evaluate emerging AI trends, integrate practical solutions, and boost business agility through automated strategies.
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 Durban 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 Durban (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.
This two-day program in Durban guides professionals from casual AI usage to strategic integration. It covers advanced prompting, persistent workspaces, and automation via Cowork. It includes nine hands-on exercises focused on Microsoft 365 integration to enhance productivity.
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 Durban 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 Durban (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.
This practical NLP training in Durban covers corpus analysis, sentence parsing, and dimensionality reduction using SVD and NMF. It guides participants through Python implementations of clustering, topic modelling, and sentiment analysis to build intelligent text analytics systems.
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.
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Testimonials (3)
Getting people that never used AI some repetition in prompting and people that do use AI to consider different methods to using it.
Matthew Gay - Tarsus Pharmaceuticals
Course - Artificial Intelligence (AI) Overview
Examples and links excel repository
Olga - GE HealthCare
Course - Generative AI with Large Language Models (LLMs)
This is one of the best hands-on with exercises programming courses I have ever taken.
Laura Kahn
Course - Artificial Intelligence - the most applied stuff - Data Analysis + Distributed AI + NLP
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