Generative AI and Agentic AI Training Course
Generative AI and Agentic AI represent two transformative paradigms that are propelling the next generation of automation and intelligence — one dedicated to creating content, and the other to achieving goals through autonomous action.
This instructor-led live training, available both online and onsite, is designed for intermediate-level AI and technical professionals who want to grasp how to construct, assess, and incorporate generative and agentic AI into practical applications.
Upon completing this training, participants will be equipped to:
- Comprehend the architecture and capabilities of generative AI systems.
- Explore the emergence of autonomous AI agents and how they expand upon Large Language Models (LLMs).
- Apply prompt engineering and tool integrations for practical deployments.
- Evaluate models, tools, and techniques for responsible deployment.
Course Format
- Interactive lectures and discussions.
- Practical application of generative and agentic AI tools in real-world scenarios.
- Guided exercises centred on content generation and autonomous workflows.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline
Introduction to Generative AI and Agentic AI
- What is Generative AI? What is Agentic AI?
- How they differ and complement each other
- Use cases and trends across industries
Generative AI Architecture and Tools
- Transformer models: GPT, LLaMA, Claude, and others
- Fine-tuning vs. in-context learning
- Tools: ChatGPT, Hugging Face Transformers, Google AI Studio
Prompt Engineering for Control and Structure
- Prompt patterns for writing, coding, summarization, etc.
- Few-shot, zero-shot, and chain-of-thought prompting
- Using prompt libraries and testing tools
Understanding Agentic AI
- Definition and evolution of agentic AI
- Architectures: planning, memory, tools, self-reflection
- Popular frameworks: AutoGPT, BabyAGI, CrewAI, LangGraph
Designing and Deploying Autonomous Agents
- Goal setting and task decomposition
- Integrating tools and APIs (search, memory, code)
- Multi-agent coordination and human-in-the-loop supervision
Use Cases and Implementation Scenarios
- Content generation vs. task orchestration
- Enterprise productivity, customer support, data extraction
- Responsible and secure implementation
Summary and Next Steps
Requirements
- A foundational understanding of AI and machine learning concepts
- Experience working with APIs or scripting languages such as Python
- Familiarity with prompt engineering or large language model usage
Audience
- AI developers and engineers
- Innovation and R&D teams
- Technical product managers exploring agentic AI systems
Need help picking the right course?
southafrica@nobleprog.co.za or +27 (0)10 005 5793
Generative AI and Agentic AI Training Course - Enquiry
Related Courses
Advanced AI Concepts with Perplexity
14 HoursThis instructor-led, live training in Botswana (online or onsite) is aimed at advanced-level AI enthusiasts and developers who wish to leverage Perplexity AI for complex problem-solving and research.
By the end of this training, participants will be able to:
- Implement advanced AI techniques using Perplexity AI.
- Analyse complex datasets and extract valuable insights.
- Apply AI concepts to real-world problem-solving.
- Integrate Perplexity AI with existing AI workflows.
Governance and Security Patterns for WrenAI in the Enterprise
14 HoursWrenAI is an analytics platform powered by artificial intelligence, designed to link data, model insights, and generate dashboards. In enterprise settings, robust governance and security are vital to ensure safe and compliant adoption.
This instructor-led, live training (available online or onsite) targets advanced-level enterprise professionals who wish to implement governance, compliance, and security patterns for WrenAI at scale.
Upon completing this training, participants will be able to:
- Design and implement permissioning models in WrenAI.
- Apply auditability and monitoring practices for compliance.
- Set up secure environments with enterprise-level controls.
- Roll out WrenAI safely across large organizations.
Format of the Course
- Interactive lecture and discussion.
- Hands-on labs with governance and security configurations.
- Practical exercises simulating enterprise rollout scenarios.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
InVideo AI: Creating Engaging Short-Form Videos
14 HoursThis instructor-led live training in Botswana (online or onsite) is designed for intermediate-level digital marketers, influencers, and brand strategists who wish to maximise audience engagement through AI-powered video content.
By the end of this training, participants will be able to:
- Understand the capabilities and features of InVideo AI.
- Create compelling video content tailored to their target audience.
- Implement strategies to increase viewer interaction and retention.
- Analyse performance metrics to refine video marketing strategies.
InVideo AI for Social Media
7 HoursThis instructor-led live training in Botswana (online or onsite) is aimed at beginner-level social media managers, content creators, and marketing professionals who wish to harness the power of InVideo AI for producing compelling video content for social media platforms.
By the end of this training, participants will be able to:
- Utilize InVideo AI to transform text into engaging video content.
- Navigate and make the most of InVideo's AI-driven video creation platform.
- Enhance social media strategies with AI-generated video content.
- Analyze and optimize video engagement using AI insights.
InVideo AI for Video Production
14 HoursThis instructor-led, live training in Botswana (online or onsite) is aimed at advanced-level video producers, editors, and AI enthusiasts who wish to use AI technologies to enhance their video production workflows.
By the end of this training, participants will be able to:
- Utilize InVideo’s AI tools to streamline video editing processes.
- Implement AI-driven techniques for automated video content creation.
- Create professional-quality videos using AI-based templates.
- Optimize AI-powered workflows for increased productivity in video production.
Modernizing Legacy BI with WrenAI: Adoption, Migration, and Change Management
14 HoursWrenAI empowers organisations to transcend static dashboards by embracing conversational analytics and embedded generative BI. Successfully navigating this shift demands strategic adoption planning, seamless asset migration, and robust change management practices.
This instructor-led live training, available both online and onsite, is tailored for intermediate-level BI and data platform professionals seeking to modernise their legacy BI systems using WrenAI.
Upon completion of this training, participants will be equipped to:
- Assess legacy BI environments and pinpoint opportunities for modernisation.
- Plan and implement migrations from static dashboards to WrenAI.
- Embrace conversational analytics and embedded GenBI functionalities.
- Drive organisational change management initiatives for BI modernisation.
Course Format
- Interactive lectures and discussions.
- Practical exercises focused on migration and adoption planning.
- Hands-on labs covering conversational analytics and embedded GenBI.
Customisation Options
- For bespoke training arrangements, please contact us.
Perplexity AI for Beginners
7 HoursThis guided, live training session in Botswana (online or on-site) is designed for beginner-level IT professionals who wish to understand the basics of AI and learn how to use Perplexity AI effectively.
By the end of this training, participants will be able to:
- Explain the fundamental concepts of artificial intelligence.
- Navigate and utilize the Perplexity AI platform for information discovery.
- Apply Perplexity AI in various real-world scenarios.
- Understand the ethical considerations and societal impacts of AI technologies.
Quality and Observability for WrenAI: Evaluation, Prompt Tuning, and Monitoring
14 HoursWrenAI facilitates the conversion of natural language into SQL and provides AI-driven analytics, enhancing the speed and intuitiveness of data access. For enterprise applications, maintaining high standards of quality assurance and observability is crucial to guarantee accuracy, reliability, and regulatory compliance.
This instructor-led training session, available online or on-site, targets advanced data and analytics professionals seeking to assess query accuracy, utilise prompt tuning techniques, and deploy observability measures to monitor WrenAI within live production environments.
Upon completing this training, participants will be equipped to:
- Assess the precision and dependability of natural language to SQL outputs.
- Implement prompt tuning strategies to enhance system performance.
- Track data drift and analyse query behaviour over time.
- Equip WrenAI with logging and observability frameworks.
Course Format
- Interactive lectures and group discussions.
- Practical exercises focusing on evaluation and tuning techniques.
- Hands-on labs covering observability and monitoring integrations.
Customisation Options
- For tailored training solutions, please contact us to make arrangements.
Building with the WrenAI API: Applications, Charts, and NL to SQL
14 HoursThe WrenAI API serves as a robust interface for converting natural language requests into SQL queries, constructing bespoke applications, and embedding visual charts into internal platforms.
This instructor-led live training, available online or on-site, targets intermediate-level engineers looking to leverage the WrenAI API for practical implementation, encompassing SQL generation, data visualisation, and application integration.
Upon completion of this training, participants will be capable of:
- Authenticating and linking applications to the WrenAI API.
- Generating SQL queries from natural language inputs.
- Creating and embedding charts via API endpoints.
- Integrating WrenAI into backend systems and internal tools.
Course Format
- Interactive lectures and discussions.
- Practical exercises involving API calls and integrations.
- Hands-on projects connecting applications, charts, and data pipelines.
Customisation Options
- To arrange a customised training session for this course, please contact us.
WrenAI Cloud Essentials: From Data Sources to Dashboards
14 HoursWrenAI Cloud serves as a contemporary platform designed for linking data sources, structuring data models, and constructing interactive dashboards.
This instructor-led, live training session, available either online or on-site, is tailored for data professionals at a beginner to intermediate level who wish to master the setup of WrenAI Cloud, data modelling techniques, and the visualisation of insights through dashboards.
Upon completion of this training, participants will be capable of:
- Setting up and configuring WrenAI Cloud environments.
- Connecting WrenAI Cloud to various data sources.
- Modelling data and defining relationships for analytical purposes.
- Creating interactive dashboards to derive business insights.
Course Format
- Interactive lectures and discussions.
- Practical hands-on experience with cloud platform configuration and data modelling.
- Practical exercises focused on dashboard construction and visualisation.
Customisation Options for the Course
- To request bespoke training for this course, please contact us to make arrangements.
WrenAI for Financial Analytics: KPI Modeling and Regulatory-Aware Dashboards
14 HoursWrenAI empowers finance teams to model Key Performance Indicators (KPIs), integrate standardised metrics, and design dashboards that adhere to regulatory requirements and audit standards.
This instructor-led live training, available either online or on-site, is designed for intermediate to advanced finance professionals who wish to leverage WrenAI to build compliant financial data models and dashboards that support informed decision-making and risk management.
By the end of this training, participants will be able to:
- Model financial KPIs and metrics using WrenAI.
- Construct dashboards that align with regulatory and audit requirements.
- Integrate WrenAI with finance data sources to enable real-time reporting.
- Apply best practices for financial analytics and risk monitoring.
Format of the Course
- Interactive lectures and discussions.
- Hands-on exercises involving financial data models.
- Practical labs focused on dashboard design and compliance reporting.
Course Customisation Options
- To request customised training for this course, please contact us to make arrangements.
WrenAI OSS Deep Dive: Semantic Modeling, Text to SQL, and Guardrails
21 HoursWrenAI is an open-source generative BI tool that facilitates the conversion of natural language into SQL and supports semantic data modeling.
This instructor-led, live training (available online or onsite) targets advanced data engineers, analytics engineers, and ML engineers who aim to construct robust semantic layers, refine prompts, and guarantee reliable SQL generation.
Upon completion of this training, participants will be able to:
- Implement semantic models to ensure consistent metric definitions across teams.
- Enhance text-to-SQL performance to improve both accuracy and scalability.
- Configure and enforce guardrails to prevent invalid or risky queries.
- Integrate WrenAI OSS into data pipelines and analytics workflows.
Format of the Course
- Interactive lecture and discussion.
- Numerous exercises and practical activities.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request customized training for this course, please contact us to make arrangements.
WrenAI for Product Teams: Conversational Analytics and Self-Service BI
14 HoursWrenAI is a conversational analytics platform that converts natural-language queries into dependable analytics, empowering non-technical teams to generate insights rapidly and consistently.
This instructor-led live training (available online or onsite) targets intermediate-level product managers, analysts, and data champions seeking to adopt conversational analytics and establish self-service BI capabilities using WrenAI.
Upon completing this training, participants will be able to:
- Design conversational analytics workflows that reveal reliable product insights.
- Create and maintain a standardized metrics layer for consistent reporting.
- Utilise natural-language to SQL features effectively to address product queries.
- Embed WrenAI-driven self-service dashboards and guardrails into product workflows.
Course Format
- Interactive lectures and discussions.
- Hands-on labs using WrenAI and sample datasets.
- Workshop: Build a self-service dashboard and a set of conversational queries.
Course Customization Options
- To request customized training for this course, please contact us to arrange it.
Deploying WrenAI for SaaS: Embedded GenBI in Customer-Facing Products
14 HoursWrenAI empowers SaaS providers to embed generative business intelligence (GenBI) directly into their customer-facing products. This course equips SaaS teams with the skills to integrate Wren AI via its Embedded API, configure white-label analytics, and manage multi-tenant deployments.
This instructor-led, live training (available online or onsite) targets intermediate to advanced SaaS product leaders, data engineers, and full-stack developers who wish to deploy WrenAI as an embedded analytics solution in SaaS environments.
Upon completing this training, participants will be able to:
- Integrate WrenAI using the Embedded API for customer-facing applications.
- Implement white-label conversational BI with branding and customization.
- Design secure and scalable multi-tenant deployments.
- Monitor usage, optimize performance, and ensure compliance in SaaS environments.
Format of the Course
- Interactive lecture and discussion.
- Hands-on labs using WrenAI Embedded API.
- Workshop: design and deploy a white-label analytics feature for a SaaS use case.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Operational Analytics with WrenAI Spreadsheets and Metrics Library
14 HoursWrenAI Spreadsheets and Metrics Library enable rapid reporting through AI-driven spreadsheet workflows and a repository of pre-built, cross-platform business metrics.
This instructor-led, live training (available online or onsite) is designed for beginner to intermediate operational professionals seeking to accelerate their reporting and analytical processes using WrenAI Spreadsheets and the Metrics Library.
Upon completion of this training, participants will be able to:
- Develop AI-enhanced spreadsheets for data analysis and reporting.
- Leverage the WrenAI Metrics Library to establish standardized KPIs.
- Link spreadsheets to various data sources to facilitate real-time updates.
- Construct automated workflows to streamline operational reporting.
Course Format
- Interactive lectures and discussions.
- Practical, hands-on spreadsheet creation using WrenAI.
- Practical exercises focused on metrics and KPI reporting.
Course Customization Options
- To request customized training for this course, please contact us to make arrangements.
