Introduction to AI and Machine Learning

This course provides a broad introduction to Artificial Intelligence (AI) and Machine Learning (ML) for beginners, emphasizing real-world applications and ethical considerations. Students will learn foundational AI and ML concepts, such as pattern recognition, neural networks, and data preparation, along with user-friendly tools for building simple AI models. By the end of the course, students will understand how AI is applied across industries like healthcare, business, and social media, and how to engage thoughtfully with AI technologies.

No prior experience with AI or programming is required. However, students should be comfortable with using computers and have basic familiarity with spreadsheets (such as Excel) and general technology concepts. Curiosity about AI's impact on society is also recommended.

Upon successful completion of this course, students will be able to:

1. Explain foundational AI and Machine Learning concepts, including neural networks, supervised and unsupervised learning, and data preparation.
2. Identify practical applications of AI across different sectors and evaluate their impact on society.
3. Use user-friendly, no-code tools to create simple AI models and interpret their outcomes.
4. Analyze and discuss ethical considerations, including AI bias, fairness, and privacy.
5. Engage critically with current events and examples of AI in everyday life.

"Introduction to AI and Machine Learning: Beginners Edition" by Professor Carlos J. Garcia (provided as an ebook)

Additional resources will be provided online through the course website.

Fall 2026: 

Dates: October 5 - December 2 | Tuesdays | 6:00 - 8:00 pm 

Total Sessions: 18

$575 + $25 registration fee

Total: $600*

*CCNY students, staff, and Alumni Association members receive a 10% discount.
Payment plan options are available to assist with tuition affordability.

Joey Longia

Joey Longia is an AI, analytics, software engineering, and workforce development instructor with experience designing and delivering career-focused technical training for adult learners, emerging professionals, and public-sector audiences. Since 2022, he has been actively involved in bringing practical and ethical AI instruction into workforce development, with a focus on ChatGPT, business productivity, responsible use, analytics thinking, and workplace communication.

At COOP Careers, Joey served as a lead instructor supporting approximately 200 students per semester across career-connected technical and professional development programming. He contributed to curriculum development and instructional improvements in SQL, Tableau, data analytics, software engineering foundations, business communication, and ethical ChatGPT use. Between late 2023 and late 2024, his workforce development work supported hundreds of learners and contributed to approximately 200–300+ successful hiring outcomes across analytics, technology, business, and professional services pathways.

Joey has also worked with Hunter College as a non-adjunct lecturer teaching data analytics and career-connected technical skills, and with Brooklyn College as a mentor for the Black and Latino Male Initiative. His broader professional background includes experience with VaynerMedia, hospitality operations, retail operations, workforce training, and business communication.

He holds a Bachelor of Business Administration from Brooklyn College, with a concentration in International Business, an additional major in Finance, and minors in Accounting and Small Business / Urban Entrepreneurship. His teaching approach emphasizes practical skill-building, responsible AI use, verification habits, and helping learners translate technology into real workplace value.