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Machine Learning Operations

Intermediate Certificate

Bring AI to life, learn to build and manage machine learning systems, optimize AI workflows, and elevate your machine learning career.

This 7-week, Machine Learning Operations (MLOps) Certificate course is designed for data scientists, machine learning engineers, and software developers eager to bridge the gap between machine learning models and real-world applications. Gain the essential skills needed to take machine learning from development to reliable, efficient production systems.

Designed with You in Mind

No prior MLOps experience? No problem. This course offers hands-on training in deploying, scaling, and managing AI models. Learn industry best practices, automation techniques, and real-world applications. 

  • No Prior MLOps Experience Needed
    Whether you're a data scientist or engineer, this course provides a structured path to learning and applying MLOps effectively.
  • Hands-On Learning
    Gain real-world experience with automation, monitoring, and model deployment through practical exercises.
  • Industry-Relevant Skills
    Learn cutting-edge tools and best practices used by top companies to streamline machine learning operations.
  • Bridging the Gap
    Move beyond model development and understand how to scale, manage, and optimize AI systems in production.
  • Expert-Led Instruction
    Learn from Robert Clements, an MS in Data Science faculty member with extensive industry experience.
  • Career-Boosting Knowledge
    Equip yourself with the essential MLOps skills that employers demand in today’s AI-driven world.

Meet Your Instructor

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Robert Clements.

Robert Clements is an assistant professor in the MS in Data Science program and the Director of the Center for AI and Data Ethics. He is interested in innovative and creative approaches to data science education and studying the societal impacts of AI and datafication.

Full Profile

 

Course Information

Schedule: Wednesdays August 20 - October 1, 2025, 6-9PM

Format: This is a 7-week in-person program, held one evening per week. 

Time Commitment: Expect 5-7 hours per week, including live sessions (3 hours), assignments, and projects.

Recordings: Yes, students will have access to course recordings.

Prerequisites: Participants are expected to be familiar with Python, machine learning, and basic statistics.

Continuing Education Units: 2

Cost: $1195, $795 for USF alumni, $395 for USF students

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Professional Certificates at the Data Institute

Proven Expertise
Since 2016, the Data Institute at the University of San Francisco has been a leader in delivering top-tier professional certificate programs. Backed by renowned faculty and industry experts, our programs are designed to empower professionals with the knowledge and skills to excel in their fields.

Cutting-Edge Curriculum
Stay ahead of industry trends with courses that focus on the most sought-after topics, including AI, data science, and graph neural networks. Our curriculum is continuously updated to reflect the latest advancements and best practices.

Hands-On Learning
Master practical skills by working on real-world projects, engaging in interactive instruction, and using state-of-the-art tools and techniques trusted by leading professionals.

Data Institute

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San Francisco, CA 94105
Hours

Mon-Fri, 9 a.m. - 5 p.m.