AI Performance Monitoring Courses

Master the art of monitoring AI systems in production environments. Our comprehensive training program starts September 2025 with hands-on experience using real-world scenarios.

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Available Training Programs

Three specialized tracks designed for different experience levels and career goals

12 weeks

Fundamentals of AI Monitoring

Start your journey with the basics. You'll learn how to set up monitoring dashboards, understand key metrics, and identify when AI models start behaving unexpectedly.

  • Setting up monitoring infrastructure
  • Understanding model drift patterns
  • Creating meaningful alerts
  • Basic troubleshooting techniques
16 weeks

Advanced Performance Analytics

Go deeper into the technical aspects. This course covers statistical analysis methods, custom metric development, and sophisticated monitoring strategies for enterprise environments.

  • Statistical model evaluation
  • Custom metrics development
  • A/B testing for AI systems
  • Performance optimization strategies
20 weeks

Enterprise AI Operations

The most comprehensive program covering large-scale deployment monitoring, compliance requirements, and team management aspects of AI operations in business settings.

  • Multi-model monitoring systems
  • Compliance and audit frameworks
  • Team workflow optimization
  • Strategic planning for AI initiatives
Elias Nakamura, AI Performance Monitoring Expert and Lead Instructor

Elias Nakamura

Senior AI Operations Specialist

I've spent the last eight years working with AI systems that actually matter to people's daily lives. From healthcare applications that help doctors make better decisions to financial systems that detect fraud in real-time.

What I've learned is that monitoring isn't just about keeping systems running. It's about understanding when your AI is helping and when it might be causing problems. That's what we'll explore together in these courses.

Before joining NovoNGrowthX, I worked at three different tech companies in Taiwan and Japan, each with unique challenges around AI deployment. Those experiences taught me that every monitoring solution needs to fit the specific context it serves.

Production AI Systems Statistical Analysis Performance Optimization Team Leadership

2025 Course Schedule

Three enrollment periods throughout the year with flexible start dates

September 15, 2025

Fall Semester Begins

Our main enrollment period starts with comprehensive orientation and tool setup. All three course tracks begin simultaneously with shared foundational modules.

Enrollment Deadline: August 30, 2025
Format: Hybrid (in-person in Taipei + online components)
Class Size: Limited to 24 students per track
January 12, 2026

Winter Intensive Program

Accelerated format perfect for working professionals. Same curriculum delivered in a more concentrated schedule with weekend sessions and evening workshops.

Enrollment Deadline: December 20, 2025
Format: Primarily online with monthly in-person workshops
Duration: 8-14 weeks depending on track
April 7, 2026

Spring Corporate Program

Designed for companies wanting to train multiple team members. Includes customized content based on your organization's specific AI monitoring needs.

Enrollment Deadline: March 15, 2026
Format: On-site at your location or our Yunlin facility
Minimum: 8 participants from the same organization

Real Projects, Real Learning

Every course includes hands-on work with actual AI systems. You'll monitor live models, analyze performance data from real applications, and solve problems that mirror what you'll encounter in professional environments.

  • Work with live e-commerce recommendation systems
  • Monitor healthcare AI applications (anonymized data)
  • Analyze financial fraud detection models
  • Debug computer vision systems for manufacturing
  • Build custom monitoring solutions from scratch

By the end of your chosen track, you'll have a portfolio of monitoring implementations that demonstrate your capabilities to potential employers or clients.

Students working on AI monitoring dashboards during hands-on laboratory session

Ready to Master AI Monitoring?

Join professionals from across Asia who are building expertise in AI performance monitoring. Our next enrollment period opens in July 2025 with early bird pricing available.

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