Introduction to Audio AI Training Course

Audio Classification and Event Detection with ML is a technical course focused on building machine learning models to classify audio and detect sound events in real-world environments.

This instructor-led, live training (online or on-site) is aimed at intermediate to advanced-level data professionals who wish to apply machine learning techniques to analyse and classify audio data for use in public safety, manufacturing, smart cities, and multimedia analytics.

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

• Understand how sound events are modelled and categorised using ML.
• Preprocess audio data using feature extraction techniques such as MFCC and spectrograms.
• Build, train, and evaluate models for audio classification and event detection.
• Deploy ML models for real-time or batch-based audio processing in enterprise or embedded settings.

Format of the Course

• Interactive lecture and discussion.
• Abundant exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customisation Options

• To request customised training for this course, please contact us to arrange.

AI-Powered Audio Enhancement and Noise Reduction is a practical course designed to introduce participants to modern AI tools used to clean and improve audio in real time or post-production settings.

This instructor-led, live training (online or onsite) is aimed at beginner-level to intermediate-level professionals who wish to apply AI tools to remove background noise, enhance voice clarity, and improve audio quality across conferencing, broadcast, and surveillance use cases.

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

• Understand the fundamentals of audio signal processing and common sources of noise.
• Use AI-based tools like Krisp, Adobe Enhance, and RNNoise for real-world audio enhancement.
• Integrate noise reduction into conferencing, recording, or live broadcast workflows.
• Evaluate and choose appropriate tools and models based on quality, latency, and deployment needs.

Format of the Course

• Interactive lecture and discussion.
• Plenty of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customisation Options

• To request a customised training for this course, please contact us to arrange.

AI policy and regulation is a rapidly evolving area that directly impacts how governments develop, adopt, and oversee artificial intelligence systems.

This instructor-led, live training (online or on-site) is designed for public sector legal and compliance professionals with limited prior exposure to AI technologies who wish to understand regulatory developments, ethical frameworks, and policy considerations for responsible AI deployment.

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

• Interpret key components of AI-related regulations such as the EU AI Act and GDPR.
• Assess national and international policy developments (Canada, the U.S., the OECD, and others).
• Evaluate legal and ethical risks associated with AI procurement and use.
• Contribute to AI governance, oversight, and cross-agency alignment.

Course Format

• Interactive lectures and analysis of legal cases.
• Exercises comparing regulations and mapping policy frameworks.
• Scenario-based group discussions.

Course Customisation Options

• To request a customised training session for this course, please contact us to make arrangements.

AI Programming is the practical application of programming tools and techniques to create intelligent systems that assist in automation, analysis, and service enhancement.

This instructor-led, live training (online or onsite) is aimed at public sector professionals with limited or emerging experience in AI who support innovation, research, or operational transformation and wish to gain practical programming skills to explore how AI tools can be built and applied within government workflows.

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

• Understand core AI concepts, including large language models, APIs, and intelligent automation.
• Write simple Python scripts to call AI services and process structured data.
• Create prototypes using AI for tasks like summarisation, classification, or chatbot development.
• Evaluate risks and constraints of AI development in the public sector (privacy, explainability, compliance).

Format of the Course

• Interactive lecture and discussion.
• Hands-on use of Python and LLM APIs in public sector examples.
• Guided exercises focused on data analysis, content automation, and workflow prototyping.

Course Customisation Options

• To request a customised training for this course based on your department's workflows or internal tools, please contact us to arrange.

Artificial Intelligence (AI) is increasingly being used to improve the efficiency, accessibility, and responsiveness of public service delivery in areas such as taxation, healthcare, immigration, and social programs.

This instructor-led, live training (available online or on-site) is designed for public service delivery professionals with limited AI experience who wish to explore real-world applications, automation strategies, and planning considerations for integrating AI into front-line government services.

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

• Identify areas within their department where AI can enhance public service operations.
• Understand automation tools and AI-driven decision support systems.
• Explore use cases in forecasting, language access, and citizen assistance.
• Assess ethical, operational, and citizen trust factors in AI-enabled services.

Course Format

• Interactive lectures featuring real-life examples.
• Walkthroughs of public sector use cases and group discussions.
• Strategy planning exercises tailored to participants' departments.

Course Customisation Options

• To request a customised training session for this course, please contact us to arrange.

Artificial Intelligence (AI) introduces new dimensions of operational risk, governance challenges, and cybersecurity exposure for government agencies and departments.

This instructor-led, live training (online or on-site) is designed for public sector IT and risk professionals with limited prior experience in AI who wish to understand how to evaluate, monitor, and secure AI systems within a government or regulatory context.

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

• Interpret key risk concepts related to AI systems, including bias, unpredictability, and model drift.
• Apply AI-specific governance and auditing frameworks such as NIST AI RMF and ISO/IEC 42001.
• Recognise cybersecurity threats targeting AI models and data pipelines.
• Establish cross-departmental risk management plans and policy alignment for AI deployment.

Course Format

• Interactive lectures and discussions on public sector use cases.
• Practical exercises on AI governance frameworks and policy mapping.
• Scenario-based threat modelling and risk evaluation.

Course Customisation Options

• To request a customised training session for this course, please contact us to arrange.

AI tools such as ChatGPT, Copilot, and Gemini are transforming administrative workflows by helping teams draft content, schedule meetings, respond to emails, and automate routine tasks.

This instructor-led, live training (online or onsite) is aimed at public sector administrative professionals with little to no prior experience in AI who wish to improve everyday productivity through the practical use of AI assistants and automation tools.

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

• Understand how AI tools assist with common administrative tasks.
• Use ChatGPT, Copilot, and Gemini to generate emails, summaries, and documents.
• Integrate AI tools with calendars, task lists, and office software.
• Apply best practices for prompt writing and result interpretation.

Course Format

• Interactive lectures and guided demonstrations.
• Hands-on practice with real-world administrative tasks.
• Customisable exercises using the tools most relevant to participants' daily work.

Course Customisation Options

• To request a customised training session for this course, please contact us to arrange.

Voice assistant platforms such as Amazon Alexa, Google Dialogflow, and Rasa provide robust frameworks for developing intelligent, voice-driven applications suited for both public and internal use cases.

This instructor-led, live training (available online or on-site) is designed for intermediate-level developers and design teams looking to build, train, and deploy conversational voice interfaces that automate workflows and support users naturally through speech.

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

• Design conversational flows and interaction models for voice user interfaces.
• Develop voice assistants using tools like Dialogflow, Alexa, and open-source frameworks such as Rasa.
• Integrate assistants with back-end APIs, databases, and third-party services.
• Deploy assistants to smart devices or web-based voice applications.

Course Format

• Interactive lectures and discussions.
• Numerous hands-on exercises and practice sessions.
• Practical implementation in a live-lab environment.

Course Customisation Options

• To request a customised version of this course, please contact us to arrange.

ChatGPT is a powerful AI assistant that can support government professionals with drafting, research, summarisation, and task automation.

This instructor-led, live training (online or on-site) is aimed at public sector staff with limited or no prior experience using AI tools who wish to apply ChatGPT effectively for government-related communication, analysis, and administrative productivity.

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

• Use ChatGPT to write and revise government emails, memos, and reports.
• Summarise policy documents, public comments, or research findings with precision.
• Design effective prompts for day-to-day administrative and analytical tasks.
• Apply basic privacy and compliance principles when using AI in a public sector context.

Format of the Course

• Interactive lecture and discussion.
• Real-world, government-oriented use cases.
• Hands-on implementation and prompt-writing practice.

Course Customisation Options

• To request a customised training for this course based on your department's specific workflows or policy priorities, please contact us to arrange.

ChatGPT is an AI-powered language model that can assist public sector teams with legislative drafting, policy writing, and document revision at scale — while promoting clarity, compliance, and efficiency.

This instructor-led, live training (online or onsite) is aimed at public sector professionals with limited or no prior experience using AI who are responsible for drafting, editing, or reviewing legislative and policy content and wish to improve precision, clarity, and speed using ChatGPT.

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

• Use ChatGPT to draft, refine, and edit legislative or policy documents.
• Apply plain language principles and tone control using prompting techniques.
• Create and revise multiple versions for stakeholder input or legal review.
• Ensure consistency with compliance requirements and document structures.

Format of the Course

• Interactive lecture and discussion.
• Hands-on use of ChatGPT in legislative and policy drafting scenarios.
• Guided exercises focused on document structuring, tone, and legal clarity.

Course Customisation Options

• To request a customised training for this course based on your department's workflows or internal tools, please contact us to arrange.

ChatGPT is a versatile AI assistant that can help government communication teams improve content creation, responsiveness, and multilingual service delivery while maintaining message consistency and tone.

This instructor-led, live training (online or on-site) is aimed at public sector communication professionals new to AI tools who wish to use ChatGPT to support external communication tasks such as public notices, social media writing, and citizen responses in clear and inclusive formats.

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

• Create effective public announcements, alerts, and updates using AI support.
• Adapt tone and message for different audiences and platforms.
• Use ChatGPT to translate, rewrite, or simplify public content across multiple languages.
• Ensure alignment with communication guidelines, accessibility, and tone policies.

Course Format

• Interactive lecture and discussion.
• Hands-on use of ChatGPT in real-world public sector communication scenarios.
• Guided exercises focused on outreach, tone management, and language inclusivity.

Course Customisation Options

• To request a customised training session for this course based on your department's workflows or internal tools, please contact us to arrange.

ChatGPT is a powerful AI assistant that can help public sector teams summarise lengthy documents and generate clear, structured briefings for leadership or stakeholder communication.

This instructor-led, live training (online or on-site) is aimed at government professionals with limited or no prior experience using AI who routinely work with reports and wish to enhance the way they summarise, synthesise, and transform information into clear, meeting-ready formats.

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

• Use ChatGPT to extract and summarise key insights from complex documents.
• Transform raw content into executive summaries, memos, and briefings.
• Refine summaries for clarity, tone, and purpose.
• Apply safe and effective prompting for government reporting workflows.

Course Format

• Interactive lecture and discussion.
• Hands-on use of ChatGPT in sample government scenarios.
• Guided exercises focused on summarisation, briefing, and communication workflows.

Course Customisation Options

• To request a customised training session for this course based on your department's workflows or internal tools, please contact us to arrange.

Audio AI refers to the suite of technologies that enable the processing, recognition, and generation of voice and sound data.

This instructor-led, live training (available online or on-site) is designed for early-career professionals who wish to grasp the ethical, legal, and operational considerations involved in deploying audio AI within organisations.

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

• Identify key privacy challenges associated with the capture and processing of audio data.
• Evaluate the compliance implications of speech-based AI systems.
• Assess ethical risks related to consent, surveillance, and automated decision-making.
• Support the responsible procurement and implementation of audio AI tools.

Course Format

• Interactive lectures and group discussions.
• Risk evaluation and compliance-mapping exercises.
• Hands-on assessment of audio AI scenarios within a guided environment.

Course Customisation Options

• To request a customised version of this training, please contact us to arrange.

Speech recognition and transcription using AI involves converting spoken language into written text through machine learning models and natural language processing systems.

This instructor-led, live training (online or onsite) is designed for intermediate-level professionals seeking to implement, evaluate, and optimise AI-powered speech-to-text solutions for real-world scenarios.

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

• Understand how modern speech recognition models are trained and deployed.
• Evaluate open-source and commercial APIs for speech-to-text transcription.
• Tackle multilingual and domain-specific transcription challenges.
• Build simple transcription workflows for different audio sources.

Course Format

• Interactive lectures and discussions.
• Ample exercises and practical practice.
• Hands-on implementation in a live-lab environment.

Course Customisation Options

• To request a customised training session for this course, please contact us to make arrangements.

Voice cloning and speech generation with AI enable users to replicate human voices or produce synthetic speech using deep learning models and speech synthesis techniques.

This instructor-led, live training (available online or on-site) is designed for intermediate-level professionals who wish to create, evaluate, and apply voice cloning and text-to-speech (TTS) systems in real-world projects.

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

• Understand the core concepts behind neural speech synthesis and voice cloning.
• Evaluate commercial and open-source TTS platforms.
• Clone voices from sample recordings while adhering to ethical and legal guidelines.
• Integrate synthetic voices into applications, IVR systems, or media pipelines.

Course Format

• Interactive lectures and discussions.
• Abundant exercises and hands-on practice.
• Real-time implementation in a live-lab environment.

Course Customisation Options

• To request a customised training session for this course, please contact us to arrange.