Applied Agentic AI
Learn how to design, build, and evaluate AI agents in a hands-on, beginner-friendly program at the University of San Francisco.
The Applied Agentic AI Certificate is a one-week, in-person program that teaches you how modern AI agents think, plan, communicate, and take action. You will learn by doing through instructor-led sessions, guided activities, daily office hours, a dedicated project-build day, and a final Showcase Day where you present the project you built yourself.
This program is ideal for beginning learners from any background. If you are curious about AI, interested in automation, or want to understand the fast-moving world of agentic systems, this course gives you the tools and confidence to participate in real AI work using Claude Desktop.
No coding experience is required. The entire course is taught inside the Claude Desktop app — there is no Python and no terminal setup required but you are free to code if you like.
Designed with you in Mind
Agentic AI is transforming how businesses and organizations operate. Customer service teams are building autonomous support agents. Creative teams are using AI to research and generate ideas. Operations teams are automating workflows with intelligent agents that can retrieve information, draft content, troubleshoot issues, and complete tasks.
This course was created for learners who want to:
- Understand how agentic AI works without needing advanced math or programming
- Learn practical skills that support AI strategy, design, evaluation, and communication
- Build a simple AI agent they can use in their portfolio or workplace
- Explore career paths that involve human and AI collaboration
- Upskill quickly through a short and immersive program
If you are new to AI or simply want a clear explanation of how these systems function, this program meets you where you are and helps you build forward.
What You Will Learn
By the end of the Applied Agentic AI Certificate, you will be able to:
- Understand how modern AI agents work
- Explain the core ideas behind reasoning, planning, memory, and tool-use.
- Design and prototype AI agentic work without writing code
- Use the Claude desktop app to create workflows, prompts, skills, and behaviors that guide how an agent interacts with you and your information.
- Evaluate and improve workflow performance
- Test and refine agentic behavior for accuracy, safety, reliability, and responsible use.
- Apply human-centered and ethical design principles
- Create agent interactions that support user needs, reduce confusion, and promote transparency and fairness.
- Build and present a agentic workflow
- Develop an agentic workflow that solves a real problem you have and present it to the class on Showcase Day.
Course Information
Format & Program Dates:
Live, in person at the USF Downtown Campus, 101 Howard Street, San Francisco
Monday–Friday, October 26 – 30, 9:00 a.m.–12:00 p.m.
Instructor Consultation Hours: 12:00–1:00 p.m.
Online, live via Zoom
Monday – Friday, November 9 – 13, 1:00–4:00 p.m.
Instructor Consultation Hours: 4:00–5:00 p.m.
Class Schedule:
- Days 1–3 (Mon–Wed): Instruction, plus daily Instructor Consultation Hours
- Day 4 (Thu): Project Build Day (with instructor present for questions and improvement), plus daily Instructor Consultation Hours
- Day 5 (Fri): Showcase Day — present what you built to the class
Estimated Weekly Commitment: 20 hours across the week (instruction + office hours + build + showcase).
Prerequisites: None
Technical Requirements: Bring your own laptop with Claude Desktop installed. The entire course runs in the Claude desktop app, which is available for all operating systems, so all students follow the same setup and receive the same in-class support.
Required Software & Subscription: This course is taught entirely in the Claude desktop app (which includes Claude Code). Each student must obtain and maintain their own active Claude paid subscription (Pro Plan is the best) for the duration of the course. A paid plan is required because the agentic features we will use are not available on the free tier. Pro plans currently start at $20/month.
Continuing Education Units: 2 CEUs
Cost: $1,995 dollars, $1195 USF Current Students, Showcase Day participation is included.
Course Content
-
- Purchase a Claude Pro Plan subscription (for 1 month at minimum) and install Claude Desktop on your computer
-
- AI Foundations
- High-level view of Large Language Models (LLMs)
- LLM terminology: parameters/weights, tokens, open/closed models, temperature, etc.
- High-level view of Large Language Models (LLMs)
- Intro to Agents
- Chat vs. Agent
- Considerations: cost and safety
- Current landscape
- Getting Started in Claude
- Navigating the Claude desktop app: Chat, Cowork, and Code
- Control your agent with your phone
- Getting Started with GitHub
- How to create and navigate GitHub to host your projects/website
- Linking GitHub with Claude
- AI Foundations
-
- Prompt Engineering
- Zero-shot vs. few-shot prompting
- Structured outputs: Markdown / JSON
- System prompts
- Core Agentic AI Concepts
- Agents: planning, looping, tool calling
- Building your first agent in Claude
- Skill.MD and Claude.MD
- Getting Started with APIs
- How to create API keys and how to store them safely on GitHub
- How to host your own website for free without any coding (we’ll use Vercel)
- How to call other Large Language Models
- Prompt Engineering
-
- Extending Your Agent
- Intro to MCP (Model Context Protocol)
- Intro to RAG (Retrieval Augmented Generation)
- Safety & Guardrails
- Output checking, evaluation, cost, human-in-the-loop
- Responsibility
- Bias, privacy, ethical deployment
- Extending Your Agent
-
- Build your own agent to solve a real problem, with instructor support and hands-on guidance throughout the day.
-
- Present the agent you built and see what your classmates created.
Please note: The topics and tools covered in this course are subject to change as the agentic AI landscape evolves rapidly. Adjustments may be made to reflect the most relevant and up-to-date technologies and best practices.
Meet Your Instructors
Victor Palacios serves as the Director of Data Science and Artificial Intelligence Partnerships at the University of San Francisco, where he develops strategic industry collaborations and supports applied AI innovation across the Data Institute. He holds three graduate degrees: an MS in Information Science from Nagoya University in Japan, an MS in Data Science from USF, and he is currently completing a third master's in Computer Science.
Why This Program Matters
Demand for AI literacy is growing across every industry. Research from the World Economic Forum, Deloitte, and McKinsey shows that organizations plan to train a large share of their workforce to work with generative AI tools and agentic systems. Yet only a small percentage feel confident that their teams understand these technologies well enough to implement them responsibly.
This certificate helps close that gap by offering a fast, approachable, and practical pathway into agentic AI. You will learn real skills that support AI-enabled work, including prototyping, testing, and communicating with multidisciplinary teams.
Located in the center of San Francisco’s AI innovation ecosystem, this course gives you access to experienced instructors, industry perspectives, and hands-on learning that connects directly to the future of work.
Women in Data Science at USF
WiDS at USF proudly supports this program and encourages participation from individuals of all genders, with a focus on increasing the participation and leadership of women in data science and AI. The program is led by an expert female practitioner in the field.
Data Institute
San Francisco, CA 94105
Mon-Fri, 9 a.m. - 5 p.m.