Skills4Good AI Academy:
Level 100 - AI Technical Fluency. Course 101.
AI & Machine Learning Fundamentals
Responsible AI Literacy = AI Skills + Human Skills™
Powering the Responsible AI Audit™ Standard for Professionals
ASAE Registered Provider | Government of Canada Training Provider | California Bar MCLE Application Pending
AI & Machine Learning Fundamentals
Overview
Explore the dynamic fields of AI and Machine Learning with this course. Gain a deep foundational understanding that will prepare you for the technological advancements shaping our future. This course is designed to simplify complex AI concepts and applications, equipping you with the knowledge to effectively understand AI solutions in decision-making scenarios.
What You’ll Learn
Foundational Knowledge
Grasp the definitions, scope, and transformative impact of AI and Machine Learning.
Growth and
ImpactUnderstand the core drivers of AI’s rapid growth and its implications for societal and technological shifts.
Responsible AI
UseExplore the ethical considerations in AI applications, preparing you to navigate its challenges responsibly.
Course Outline
Lesson 1: What is Artificial Intelligence
Lesson 2: Key Drivers of AI’s Transformational Growth
Lesson 3: Data is Fuel for AI
Lesson 4: Disruptive Applications of AI
Lesson 5: Narrow AI vs General AI
Lesson 6: Benefits & Opportunities of AI
Lesson 7: Limitations of AI
Lesson 8: What is Machine Learning
Lesson 9: Understanding Supervised Learning
Lesson 10: Understanding Unsupervised Learning
Lesson 11: Understanding Reinforcement Learning
Lesson 12: How Does Machine Learning Work
Lesson 13: What is Deep Learning?
Lesson 14: How Does Deep Learning Work?
Why These Skills Are Essential
Comprehensive Understanding
Master AI’s technical and ethical dimensions, setting the stage for informed leadership in the AI-driven landscape.
Decision-Making & Innovation
Elevate your decision-making capabilities with AI insights, fostering innovation in your field.
Future-Ready Leadership
Equip yourself with the knowledge to lead in the evolving world of AI, bridging technology with ethical stewardship.
Next Steps
You’ve just explored one course in our Responsible AI Literacy Framework.
Ready to go further?
Discover the full learning journey, from foundational skills to certified leadership. Find the membership that fits your team or your personal goals.
Stay Ahead in the Age of Responsible AI
Trusted by Professionals Worldwide
Real Professionals. Real Results. Real-world Impact.
I have absolutely loved this course and learnt so much. It was adapted to a non-tech audience as promised, with clear, easy-to-understand language and real-world examples. So far, the most comprehensive course I’ve taken! Even joining from as far away as New Zealand, I felt included and part of the community!
Monika Hajzokova
Business Development Consultant
Language Advantage
This course opened my eyes to so much more AI harm… I feel a lot more prepared to implement Responsible AI using best practices and gold standards. In this world of ever-changing AI, I really would recommend everyone take this course!
Andrea Mataruga
Program Manager
Communitech
At Canada Learning Code, we believe digital literacy should be accessible to all .. This exciting partnership with Skills4GoodAI helps us expand access to AI education, ensuring more people in Canada .. can build confidence, stay competitive, and shape a future in an increasingly tech-driven economy.
Melissa Sariffodeen
CEO
Canada Learning Code
Community is key to tech for good. Learning about the experiences of amazing teams, like those at Skills4Good AI, is just as important as learning about new tools.
Amy Bihari
Data & AI Lead
Ontario Government
Sustainability Network has always helped environmental NGOs lead, manage, and strategize in a world that's rapidly changing - and AI is now front and centre. We're proud to be the first to partner with Skills4Good AI to bring Responsible AI Literacy to Canada's environmental nonprofit sector, giving our leaders the confidence to lead with AI while setting a national precedent for using AI for good.
Paul Bubelis
Executive Director
Sustainability Network
Denver’s Global Landing Pad program provides valuable information to internationally based companies, enabling them to establish their businesses in the US...Skills4Good AI’s AI presentation will be a vital element of the Global Landing Pad, and DEDO looks forward to it.
Stephanie Garnica
DEDO Director for Global Business
City of Denver
Love. Love. Loved it. Short, effective lessons for busy people. I completed the 5 courses on a flight from TO to NL! YAY. They were clear, to the point, and made me curious to keep learning about AI. I learned how to apply AI more safely and ethically at work… and now I see why Responsible AI matters. Thank you for this amazing partnership with the Atlantic Chamber of Commerce!
Rhonda Tulk-Lane
Executive Director
Atlantic Chamber of Commerce
I enjoyed the short and meaningful bursts of information. The platform was extremely clear, so I could focus on reflecting on AI rather than navigating the format. It made me curious to keep learning about AI.
Sara Wilbur-Collins
Executive Director
The Riverwood Conservancy
This course gave me a very clear overview of Responsible AI. I already have a certification in the topic, but this offered a different perspective - which I really enjoyed. The videos had detailed explanations, subtitles if needed, and complex quiz questions that made me think. It was clear, user-friendly, and complex in a good way.
Andrea Szilagyi
Business & Marketing Strategist
Budapest, Hungary
I’ll definitely update Sec. Kiko Benitez on how insightful this course was and how it supports employees as we integrate AI tools in the agency. It was a very good experience - I learned a lot. The platform was very easy to use, and the lessons had great visuals and clear explanations that made learning effective. I found every lesson informative and appreciated learning from other community members.
Juliet Omalza-Orozco
HR Director
Technical Education and Skills Development Authority
Skills4Good AI brings invaluable expertise in privacy & AI training. This ensures our members are adeptly prepared as they venture globally.
Karen Gerwitz
President & CEO
World Trade Center Denver
The platform was very easy to navigate, and the lessons were clear, useful, and personalized. I found the community experience energizing - it made learning more engaging. This course helped me see why Responsible AI truly matters.
Jennifer Lopez
Director
National Educators Academy of the Philippines
The Starter Course was quick and easy, with good examples. It helped me see why Responsible AI matters, and I learned how to apply AI more safely and ethically at work. Many organizations could use this information.
Colleen Matte
Operations Manager
Recycling Council of BC
Communitech is committed to integrating ethical AI principles through our Good AI initiative. Our enthusiasm is high for our partnership with Skills4Good AI, as their mandate perfectly complements our goal by addressing the digital skills gap in privacy and responsible AI.
Kevin Tuer
Chief Technology Officer
Communitech
I found the platform intuitive and easy to complete. The lessons were clear, useful, and thoughtfully designed. The community interaction made learning energizing and engaging, and I now understand why Responsible AI is essential. With great power comes great responsibility. I hope this is cascaded to all Philippine teachers.
Micah Pacheco
Program Supervisor
Philippine Department of Education
I appreciated being able to take this course and am grateful it was offered. It helped formalize knowledge I had gathered myself prior to the course. The lessons were well laid out, with clear outcomes, good real-life scenarios, and conclusions that wrapped everything together.
Meaghen McCord
Executive Director
Central Coast Indigenous Resource Alliance
The weekly videos with Josephine were something I looked forward to - she had a ton of fascinating AI stories and news to share. Those stories are the ones that stick in my mind. Thank you so much for the experience, for the journey… I’m a definite fan and follower!
Carmela Borgers
Sr. Hotel & Wellness Manager
Javea, Spain
We are excited to welcome Skills4Good AI in our program to support this year’s cohort of Canadian Fintech companies.
Program Director - New York
Canadian Technology Accelerator Program
Global Affairs Canada
We’re proud to be partnering with Skills4Good AI to offer our members access to comprehensive AI education, enabling them to better understand and navigate the growing AI landscape.
Deborah Rosati
Founder & CEO
Women Get On Board
The lessons were clear, well-sequenced, and easy to absorb - starting from simple concepts and building up to more complex ones. The platform was energizing - it made learning engaging! I finally see why Responsible AI matters. I really enjoyed the course and learned a lot.
Hajji Palmero
Chief Supervisor
National Educators Academy of the Philippines
I loved the program and was actually a bit sad when I completed it. The information was cutting-edge and the Skills4Good AI Team was so welcoming to the community. The videos, examples, and quizzes worked incredibly well to make the learning stick… It was a wonderful experience.
Melanie Alderfer-Mowat
Communications Manager
Caledon, Canada
I found the Top 10 Privacy Compliance Tips for SMBs course incredibly valuable. The depth of content, clarity and organization, coupled with practical real-world examples and relevant quizzes, truly enhanced my understanding of global privacy compliance for SMBs. I give it a 5 out of 5 rating!
Karen Moore
Director
World Trade Center Denver
Skills4Good’s online governance course was organized, clear & easy to understand. It was practical, convenient and affordable. I would recommend this course to my colleagues.
Priscilla Sherwood
Director
Dentons Canada
As a boomer generation learner, I found the instructions concise, precise, and very clear. The video lessons accurately and clearly described each concept. I loved learning new concepts on AI, and now I’m clamoring for more. This was my first time learning about Responsible AI, and it helped me see why it matters. Everyone using social media or online apps is at risk of being duped by AI. They need to be educated in Responsible AI literacy.
Pia Angelina Tan
Office of the Vice President, Quezon City University
The concise videos and clear lessons mirrored present-day realities. I learned how to apply AI more safely and ethically at work, and it made me aware of the legal and ethical constraints in AI use.
Gloria Nkwocha
Chartered Accountant
Codebot Technologies
My interest in AI is re-awoken. The lessons were clear and focused, with objectives that kept me on track. The interconnected phases made navigation seamless, and the participative nature - hearing each person’s perspective - enriched the course. Responsible AI is the new direction in workplaces and private business. To remain relevant, you must take this course.
Inuwa Iyodo
Nexia Abel Agbo & Co.
The Responsible AI Starter Course made learning easy with clear outcomes, relatable case studies, and engaging quizzes that deepened my understanding. The bite-sized modules made it easy for me to learn at my own pace, and the conclusions effectively tied everything together with actionable insights. I highly recommend it to anyone building confidence in using AI responsibly - personally or professionally.
Lee Macalisang
National Educators Academy of the Philippines
Really enjoyed the course - the structure provided a solid foundation for me to build my AI knowledge. I would definitely recommend this to a colleague - it’s applicable, relevant, and timely.
Patricia de Asis Chan
HR Specialist
Vancouver, Canada
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