Build Production-Ready ML Systems

For ML Engineering Fundamentals, you should have basic programming knowledge in any language and comfort with mathematical concepts like algebra and statistics. Advanced ML Systems Design requires completion of a fundamentals course or equivalent practical experience with machine learning algorithms. The Professional Certificate program expects solid ML engineering foundations and at least one year working with data science or software engineering projects.

Each program combines recorded lectures, live coding sessions, hands-on laboratories, and project work. ML Engineering Fundamentals runs 12 weeks with approximately 10-12 hours weekly commitment. Advanced ML Systems Design spans 16 weeks requiring 12-15 hours per week. The Professional Certificate is a comprehensive 24-week program with 15-20 hours weekly including project rotations and career development activities. All programs include scheduled collaborative sessions with flexible recorded content access.

Within 48 hours of enrollment, you receive access to the learning platform with setup instructions for your development environment. The first week focuses on orientation, tool configuration, and establishing your learning baseline through diagnostic assessments. You'll be matched with a cohort starting within two weeks of your enrollment date. Throughout the program, you'll have regular check-ins with instructors, weekly collaborative sessions, and access to peer support channels.

We offer a two-week evaluation period at the start of each program. If you determine within the first two weeks that the program doesn't meet your needs, we provide a full refund minus administrative processing fees. After the evaluation period, refunds are considered on a case-by-case basis for circumstances like medical emergencies or significant life events. We encourage prospective students to connect with our team before enrolling to ensure program alignment with your goals.

We maintain strict data protection practices aligned with European regulations. Your personal information is used solely for program administration, communication, and improving educational experiences. We never share participant data with third parties for marketing purposes. You have full rights to access, modify, or request deletion of your information at any time. Our learning platform uses secure, encrypted connections, and we conduct regular security audits. For detailed information, please review our privacy documentation.

Yes, our programs are designed for working professionals. The flexible schedule accommodates full-time employment, with most participants successfully balancing their job responsibilities and program requirements. Recorded content allows you to learn during hours that fit your schedule, while live sessions are offered at various times including evenings. We recommend planning for dedicated study blocks and communicating with your employer about your professional development commitment for optimal results.