Unlock Foundational Concepts is the second course of the Gen AI Leader learning path. In this course, you unlock the foundational concepts of generative AI by exploring the differences between AI, ML, and gen AI, and understanding how various data types enable generative AI to address business challenges. You also gain insights into Google Cloud strategies to address the limitations of foundation models and the key challenges for responsible and secure AI development and deployment.
During this session, we’ll cover the following topics:
Introduction to gen AI foundational concepts
Understanding AI, ML and Generative AI
What is data
Types of learning
Turning data into learning using Google Cloud
Deep learning, generative AI and foundation models
Google strategies for foundation model limitations
Secure AI
Responsible AI
We’ll be covering the contents of the Google Skills Path “Generative AI Leader Certification” composed of 5 modules, available here.
Upon completion, you will be equipped with the skills to apply generative AI for business transformation and innovation. Take the next step in your professional journey and demonstrate your expertise by preparing for the Google Cloud Generative AI Leader certification exam. #googlecloudcertified
Disclaimer: This session will help you prepare you to obtain the GAIL (Generative AI Leader) certification. Although the content provided is very extensive, it is advised to consult and refer to other sources.
Agenda
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Hosted By
Roman Jaquez, GDG Organizer
Flutter GDE, Google Certified Professional Cloud Architect, Software Engineer, Mobile Developer, Web Guru, Javascript Ninja, AR/VR Enthusiast
Kevin Quan, GDG Organizer
Kevin Quan has over 20+ years of software development experience in medical devices, computer telephony, networking, and personal computer fields at Fortune 500 companies, and startup companies. He poses strengths in software development life cycle (SDLC) methodologies, and software architecture. He co-architected and led the user interface (UI) design and development for complex medical analytical software. Kevin has experience in agile software development environments such as Scrum. Kevin is a self-motivator who constantly seeks new knowledge and skill, and he quickly applied them into his daily work.
Specialties: Software Architecture and Design, Agile Software Development, Project Management and Soft Skills.
Frank Luis-Ravelo, GDG Team Member
I build things on the web, mostly at Bonfire Studios where we ship sites and apps for clients like Polartec. My range covers frontend, DevOps on Servd, architecture, and the messy middle where client strategy meets implementation.
Recent work: a RAG chatbot on AWS Bedrock and a B2B inventory system on Craft's Element Types. Strong on Craft CMS and WordPress, getting deeper into AI and data infrastructure. Opinions about cookie banners available on request.
Ran restaurants before I ran deploys. The operator instincts stuck. Bilingual English and Spanish. Based in Lawrence, MA. Happy to talk shop with other devs, agency folks, and anyone trying to get an LLM to behave.
Adonis Almonte, GDG Team Member
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-lawrence-presents-generative-ai-leader-series-session-2-unlock-foundational-concepts/.