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 onsite) is aimed at intermediate-level to advanced-level data professionals who wish to apply machine learning techniques to analyze 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 modeled and categorized using ML.
• Preprocess audio data using feature extraction techniques like 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.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

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

AI-Driven Audio Enhancement and Noise Reduction is a hands-on course designed to familiarise participants with contemporary AI tools used to clean and optimise audio in both real-time and post-production environments.

This instructor-led live training (available online or onsite) is tailored for beginner to intermediate professionals seeking to leverage AI tools to eliminate background noise, improve voice clarity, and enhance overall audio quality across conferencing, broadcasting, and surveillance applications.

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

• Grasp the fundamentals of audio signal processing and identify common noise sources.
• Utilise AI-based tools such as Krisp, Adobe Enhance, and RNNoise for practical audio enhancement.
• Incorporate noise reduction into conferencing, recording, or live broadcasting workflows.
• Assess and select suitable tools and models based on quality, latency, and deployment requirements.

Course Format

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

Course Customisation Options

• To request a bespoke training programme for this course, please get in touch with 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 onsite) is aimed at 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, U.S., OECD, etc.).
• Evaluate legal and ethical risks in AI procurement and use.
• Contribute to AI governance, oversight, and cross-agency alignment.

Format of the Course

• Interactive lecture and legal case analysis.
• Regulatory comparisons and policy mapping exercises.
• Scenario-based group discussion.

Course Customization Options

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

AI Programming involves the practical application of programming tools and techniques to develop intelligent systems that facilitate automation, analysis, and service enhancement.

This instructor-led, live training (available online or onsite) is designed for public sector professionals with limited or emerging experience in AI who support innovation, research, or operational transformation. It aims to equip participants with 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 summarization, 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 Customization Options

• To request a customized 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 (online or onsite) is aimed at public service delivery professionals with limited experience in AI who wish to explore real-world applications, automation strategies, and planning considerations for incorporating AI into front-line government services.

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

• Identify areas in their department where AI can improve 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.

Format of the Course

• Interactive lecture with real-life examples.
• Public sector use case walkthroughs and group discussion.
• Strategy planning exercises adapted to participants' departments.

Course Customization Options

• To request a customized training 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 onsite) is aimed at 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.
• Recognize cybersecurity threats targeting AI models and data pipelines.
• Establish cross-departmental risk management plans and policy alignment for AI deployment.

Format of the Course

• Interactive lecture and discussion of public sector use cases.
• AI governance framework exercises and policy mapping.
• Scenario-based threat modeling and risk evaluation.

Course Customization Options

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

AI tools like ChatGPT, Copilot, and Gemini are revolutionizing administrative workflows by enabling teams to draft content, schedule meetings, manage emails, and automate routine tasks.

This instructor-led, live training (available online or onsite) is designed for public sector administrative professionals with little to no prior experience in AI, aiming to enhance everyday productivity through the practical application of AI assistants and automation tools.

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

• Understand how AI tools support 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.

Format of the Course

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

Course Customization Options

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

Voice assistant platforms such as Amazon Alexa, Google Dialogflow, and Rasa provide robust frameworks for creating intelligent, speech-driven applications suitable for both external audiences and internal organisational needs.

This instructor-led live training, available either online or on-site, targets intermediate developers and design teams seeking to create, train, and deploy conversational voice interfaces. These solutions are designed to automate workflows and support users through natural speech interactions.

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

• Design conversational flows and interaction models for voice user interfaces.
• Develop voice assistants using tools like Dialogflow and Alexa, alongside 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 group discussions.
• Extensive exercises and practical application.
• Hands-on implementation within a live laboratory environment.

Customization Options

• To request bespoke training for this course, please contact us to make arrangements.

ChatGPT serves as a robust AI assistant capable of supporting government professionals in tasks such as drafting documents, conducting research, summarising information, and automating processes.

This instructor-led live training, available both online and onsite, is designed for public sector staff with little to no prior experience using AI tools. It aims to help participants apply ChatGPT effectively for government-related communication, analysis, and administrative productivity.

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

• Utilise ChatGPT to draft and refine government emails, memos, and reports.
• Accurately summarise policy documents, public feedback, or research findings.
• Develop effective prompts for daily administrative and analytical tasks.
• Apply fundamental privacy and compliance principles when employing AI within a public sector environment.

Course Format

• Interactive lectures and discussions.
• Real-world use cases relevant to government operations.
• Practical implementation exercises and prompt writing practice.

Options for Course Customisation

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

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 Customization Options

• To request a customized 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 onsite) 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.

Format of the Course

• 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 Customization Options

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

ChatGPT serves as a robust AI assistant capable of aiding public sector teams in condensing extensive documents and producing clear, structured briefings for leadership or stakeholder engagement.

This instructor-led live training, available either online or onsite, is designed for government professionals who may have limited or no prior experience with AI but regularly handle reports and seek to improve their methods of summarizing, synthesizing, and converting information into clear, meeting-ready formats.

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

• Leverage ChatGPT to extract and summarize key insights from complex documents.
• Convert raw content into executive summaries, memos, and briefings.
• Refine summaries for clarity, tone, and specific purpose.
• Apply safe and effective prompting techniques within government reporting workflows.

Course Format

• Interactive lectures and discussions.
• Practical application of ChatGPT in sample government scenarios.
• Guided exercises focused on summarization, briefing, and communication workflows.

Course Customization Options

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

Audio AI encompasses the technologies used to process, recognize, and generate voice and sound data.

This instructor-led live training, available online or onsite, is designed for beginner-level professionals seeking to understand the ethical, legal, and operational considerations involved in deploying audio AI within organizations.

Upon completing this training, participants will be equipped to:

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

Format of the Course

• Interactive lecture and discussion.
• Risk evaluation and compliance-mapping exercises.
• Hands-on assessment of audio AI scenarios in a guided environment.

Course Customization Options

• To request a customized training for this course, 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 aimed at intermediate-level professionals who wish to implement, evaluate, and optimize AI-powered speech-to-text solutions for real-world use cases.

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.
• Handle multilingual and domain-specific transcription challenges.
• Build simple transcription workflows for different audio sources.

Format of the Course

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

Course Customization Options

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

Voice cloning and AI-driven speech generation enable users to replicate human voices or create synthetic speech by leveraging deep learning models and advanced synthesis techniques.

This instructor-led live training, available online or onsite, is designed for intermediate professionals who aim to create, evaluate, and implement voice cloning and TTS systems in practical projects.

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

• Comprehend the fundamental concepts behind neural speech synthesis and voice cloning.
• Assess commercial and open-source TTS platforms.
• Clone voices from sample recordings while adhering to ethical and legal standards.
• Integrate synthetic voices into applications, IVRs, or media pipelines.

Format of the Course

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

Course Customization Options

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