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-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.
• 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 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.

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 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.

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 like Amazon Alexa, Google Dialogflow, and Rasa offer powerful frameworks for developing intelligent, voice-driven applications for both public and internal use cases.

This instructor-led, live training (online or onsite) is aimed at intermediate-level developers and design teams who wish to build, train, and deploy conversational voice interfaces that automate workflows and support users naturally via speech.

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

• Design conversational flows and interaction models for voice UIs.
• 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 apps.

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.

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

This instructor-led, live training (online or onsite) 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.
• Summarize 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 Customization Options

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

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

This instructor-led, live training (online or onsite) 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 summarize, synthesize, and transform information into clear, meeting-ready formats.

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

• Use ChatGPT to extract and summarize 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.

Format of the Course

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

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.

Microsoft 365 Copilot is an AI-powered assistant embedded into familiar Microsoft tools to enhance content creation, automate routine tasks, and provide smart insights.

This instructor-led, live training (online or onsite) is aimed at public sector employees with limited or no prior experience using AI tools who wish to use Microsoft 365 Copilot to enhance communication, streamline document work, and extract insights more efficiently from data and meetings.

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

• Use Copilot in Word, Excel, and Outlook to draft, analyze, and improve communications.
• Automate repetitive documentation and summarization tasks across Microsoft 365 apps.
• Generate insights from meeting notes, spreadsheets, and written reports.
• Follow responsible use guidelines for Copilot in a public sector context.

Format of the Course

• Interactive lecture and discussion.
• Hands-on use of Microsoft 365 Copilot in sample government scenarios.
• Guided exercises focused on communication, reporting, and meeting productivity.

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.

This instructor-led, live training in Malta (online or onsite) is aimed at advanced-level government professionals and policy experts who wish to leverage DeepSeek for data-driven governance and policy innovation.

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

• Utilize DeepSeek AI for policy analysis and strategic decision-making.
• Automate government reports and improve data transparency.
• Apply AI-driven insights for public sector innovation.
• Enhance citizen engagement through AI-powered solutions.

This instructor-led, live training in Malta (online or onsite) is aimed at intermediate-level public sector professionals who wish to use Gemini to generate high-quality content, assist with research, and improve productivity through more advanced AI interactions.

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

• Craft more effective and tailored prompts for specific use cases.
• Generate original and creative content using Gemini.
• Summarize and compare complex information with precision.
• Use Gemini for brainstorming, planning, and organizing ideas efficiently.

Artificial Intelligence (AI) is transforming public sector operations, decision-making, and service delivery worldwide.

This instructor-led, live training (online or onsite) is aimed at public sector leaders with little to no prior background in AI who wish to understand the fundamentals of AI, assess its strategic relevance, and explore how it can be ethically and effectively adopted within government organizations.

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

• Understand the key concepts and terminology in artificial intelligence.
• Evaluate AI’s opportunities and risks within public sector contexts.
• Explore the ethical and regulatory considerations relevant to AI use in government.
• Develop informed perspectives for AI-related policy, procurement, and strategy.

Format of the Course

• Interactive lecture and discussion.
• Real-world public sector case studies.
• Guided group reflection and policy exercises.

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 speech generation with AI allows users to replicate human voices or generate synthetic speech using deep learning models and speech synthesis techniques.

This instructor-led, live training (online or onsite) is aimed at intermediate-level professionals who wish to create, evaluate, and apply voice cloning and 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 using ethical and legal guidelines.
• Integrate synthetic voices into applications, IVRs, or media pipelines.

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.