AIWin AcademyAI Talent DevelopmentHands-On AI Trainingfor Business Impact
Drawing on 200+ enterprise AI projects, we develop people who can truly put AI to work on the job.
AI × People × Industry
Enterprise AI in Practice,
Brought into the Classroom
Built on real business needs and adoption experience.
Teams learn how AI fits into everyday workflows.
AI × People × Industry
Real Projects,
Real Curriculum
We turn enterprise AI experience
into practical learning.
EMPOWER PEOPLE・ACCELERATE WITH AI
Three Enterprise AI Training Programs
Use AI → Build with AI → Put AI to Work. Pick the training path that matches your organization's AI maturity.
Core AI Talent
Development Program
Get your people using AI
01AI FundamentalsGenerative AI concepts and enterprise adoption trends
02AI for Everyday WorkHands-on prompting, ChatGPT / CopilotDocuments, presentations, and data analysis
03Intro to AI Work AutomationGetting started with Codex / Claude CodeBuild your first AI-assisted workflow
04Intro to Vibe CodingBuild tools without writing codeCreate simple apps for everyday tasks
Advanced AI Agent
Hands-On Program
Put AI to work for your people
01Agentic CodingUnderstand how AI agents break down and execute tasks
02Codex & Claude CodeDrive coding agents to deliver real applications
03Advanced Vibe CodingUse Spec Coding to build a controlled, maintainable development process
04APIs & WebhooksConnect external services and data sources
05Workflow AutomationBuild AI workflows that run on their own
AI Use Case
Deployment Program
Bring AI into your real business scenarios
Track AAI Vision Applications
- Defect inspection
- Workplace safety detection
- SOP motion recognition
- Hands-on vision AI basics
Track BAI Data Analytics Applications
- Equipment anomaly analysis
- Process / quality analysis
- Predictive analytics
- Smart dashboards
Track CAI Agent × Enterprise Knowledge
- Enterprise knowledge base setup
- RAG applications
- Q&A collaboration
- Proactive reporting and alerts
AIWin AcademyAI Talent DevelopmentABOUT AIWin ACADEMY
Learn AI.
From learning AI to real-world deployment, we build talent that can actually solve business problems.
Combining theory, industry practice and hands-on application, we help AI skills take root in everyday work and long-term careers.
Needs Assessment
Understand your pain points and pinpoint where AI can help
Practical Training
Courses built around real business scenarios
Tool Proficiency
Master AI tools to work faster and smarter
Deployment
Link AI to workflows and systems for measurable results
AI-DrivenA New Future for Business
LEAD INSTRUCTOR
Michael Lin
Trainer of choice for Taiwan's top 100 enterprises Chief Strategy Officer, AIWin Technology
Translating complex AI
into steps your business can actually execute
Michael is AIWin's Chief Strategy Officer and leads its R&D team. He has spent years on the front lines of enterprise AI adoption, working across vision AI, data analytics, LLMs, enterprise knowledge systems and AI SaaS.
His teaching goes beyond AI trends to focus on how companies get started, roll AI out and make it stick. He turns years of R&D and hands-on enterprise experience into adoption methods that are easy to follow and ready to use.
About the instructor
Michael is AIWin's Chief Strategy Officer and leads its R&D team. He has spent years on the front lines of enterprise AI adoption, working across vision AI, data analytics, LLMs, enterprise knowledge systems and AI SaaS.
His teaching goes beyond AI trends to focus on how companies get started, roll AI out and make it stick. He turns years of R&D and hands-on enterprise experience into adoption methods that are easy to follow and ready to use.
100+
Enterprise AI adoption projects
100+
Corporate training programs
2
AI technology patents
ONLINE COURSE · Now on HiSKIO
Vibe Coding: The Complete Hands-On Course
Build, launch and monetize an AI-powered product with Master Prompt, Cursor and Spec Coding. No coding background required.
CURRICULUM
The Complete AI Talent Roadmap
Three learning paths for AI users, developers and leaders, each with a clear curriculum.
AI Application Operations Talent
Use AI tools to streamline existing workflows and boost efficiency
Related courses
- Vibe Coding: Beginner
- Intro to Codex / Claude Code
- AI Image Recognition & Defect Inspection: Hands-On Workshop
- AutoML Data Analytics: Hands-On Workshop
AI Technical Development Talent
Master core programming, model deployment, and applied AI engineering
Related courses
- Vibe Coding: Advanced
- Agentic Coding
- Advanced Codex / Claude Code
- Image Recognition & AOI Inspection: Fundamentals
- AI Agents: Theory & Practice
- Data Analytics & Preparation: Fundamentals
AI Strategic Planning Talent
Gain the capability to lead your company's AI adoption
Related courses
- iPAS AI Application Planner: Elementary Level
- iPAS AI Application Planner: Intermediate Level
Keep Growing · Shape Your FutureFrom learning to doing — map out your AI career.
COURSE OVERVIEW
Featured Courses
Find the right AI course for your team, with clear goals and practical outcomes.
What do you want to solve?
AI Application Operations
Vibe Coding: Beginner
Start with requirements and prompt design, then use AI to build your first working tool for the job.
Requirements breakdown / Prompt communication / Basic app development
- Understand the Vibe Coding workflow and AI development tools
- Break requirements into clear, actionable development instructions
- Build a simple work app and test the results
In-house trainingHands-on coursePublic course
AI Technical Development
Vibe Coding: Advanced
Use Spec Coding to connect requirements, specs, implementation, and acceptance into a controlled, maintainable development process.
Spec Coding / Project specifications / Testing & iteration
- Turn requirements into traceable, testable development specs
- Drive AI with specs to build multi-step features
- Set up testing, debugging, version control, and iteration workflows
In-house trainingHands-on coursePublic course
AI Technical Development
Agentic Coding
Understand how coding agents break down tasks, read your codebase, and work through development step by step.
Task breakdown / Context management / Execution & verification
- How Agentic Coding differs from standard AI-assisted programming
- Break requirements into tasks an agent can execute and verify
- Complete a basic development task from planning to delivery
In-house trainingHands-on coursePublic course
AI Application Operations
Intro to Codex / Claude Code
Get started with AI coding tools to understand code, edit files, and complete basic tasks.
Tool operation / Prompting / Basic development practice
- Codex and Claude Code interfaces and core capabilities
- Provide context, assign tasks, and review the changes
- Practice everyday code tweaks, debugging, and documentation cleanup
In-house trainingHands-on coursePublic course
AI Technical Development
Advanced Codex / Claude Code
Bring AI coding tools into real projects to handle large-scale changes, testing, code review, and automation.
Project conventions / Multi-file changes / Testing, review & automation
- Stabilize agent behavior with project conventions and reusable instructions
- Explore, modify, and refactor large codebases across files
- Integrate testing, code review, and team development workflows
In-house trainingHands-on coursePublic course
AI Technical Development
Image Recognition & AOI Inspection: Fundamentals
Understand how image recognition and AOI inspection work, how models make decisions, and why they get it wrong.
Recognition principles / Inspection workflow / Performance evaluation
- How image recognition and deep learning models work
- The AOI inspection workflow: image capture, labeling, and interpretation
- Evaluating inspection performance and analyzing common misjudgment scenarios
In-house trainingPublic course
AI Technical DevelopmentWinChat
AI Agents: Theory & Practice
Take AI beyond Q&A and into your workflows, where it can take on tasks, use tools, and get things done.
Agent architecture / Task workflows / Automation practice
- How AI agents work: LLM brain + memory and knowledge + tools
- Task workflow design: receiving tasks, planning steps, calling tools
- Hands-on automation for enterprise service scenarios
In-house trainingHands-on coursePublic course
AI Technical Development
Data Analytics & Preparation: Fundamentals
Turn scattered data into something you can model with. It's the first step of every AI project.
Data cleaning / Feature preparation / Interpreting results
- Data quality checks and cleaning: missing values, outliers, and duplicates
- Fundamentals of feature preparation and dataset splitting
- Common analysis methods and how to read the results
In-house trainingPublic course
AI Application OperationsAIWinOps
AI Image Recognition & Defect Inspection: Hands-On Workshop
Train and deploy image recognition models directly on AIWinOps, no coding required.
Labeling & training / Model deployment / Shop-floor monitoring
- Working in AIWinOps: data upload, labeling, and training
- Validating models and deploying them to the production line
- Monitoring recognition results and maintaining model updates
In-house trainingHands-on coursePublic course
AI Application OperationsNumOps
AutoML Data Analytics: Hands-On Workshop
Build predictive and analytical models with AutoML, and turn your data into decisions you can act on.
AutoML modeling / Predictive analytics / Dashboard applications
- Working in NumOps: data import, cleaning, and field setup
- Automated modeling with AutoML, plus comparing and selecting models
- Interpreting predictions and presenting them in dashboards
In-house trainingHands-on coursePublic course
AI Strategic Planning
iPAS AI Application Planner: Elementary Level
Build a shared language and core concepts for AI applications while preparing for the iPAS Elementary Level certification exam.
Core concepts / Use cases / Exam essentials
- Core concepts and terminology of AI and machine learning
- AI use cases across industries
- Key exam topics for iPAS AI Application Planner (Elementary Level)
In-house trainingPublic course
AI Strategic Planning
iPAS AI Application Planner: Intermediate Level
From planning to rollout, gain the skills to lead your company's AI adoption projects.
Needs assessment / Case analysis / Project planning
- Needs assessment and feasibility evaluation for AI projects
- Breaking down industry adoption cases and discussing ROI
- Execution planning and risk management for adoption projects
In-house trainingPublic course
Available as public courses, in-house training tailored to your organization, or co-hosted with industry foundations and associations.
LEARNING PATHS
Not sure where to start?
Find the learning path that fits your role and goals.
Build Your Own AI Applications
For IT, R&D, and engineering teams. Hands-on all the way from coding and models to AI agents.
Recommended path｜AI Technical Development Talent
Vibe Coding: AdvancedAgentic CodingAdvanced Codex / Claude CodeImage Recognition & AOI Inspection: FundamentalsAI Agents: Theory & PracticeData Analytics & Preparation: Fundamentals
View this path 
Work Faster with AI Tools
For frontline teams in quality assurance, production control, marketing, and admin. No coding required.
Recommended path｜AI Application Operations Talent
Vibe Coding: BeginnerIntro to Codex / Claude CodeAI Image Recognition & Defect Inspection: Hands-On WorkshopAutoML Data Analytics: Hands-On Workshop
View this path 
Lead AI Adoption or Digital Transformation
For managers and project leads. Build the planning skills to lead AI adoption across the business.
Recommended path｜AI Strategic Planning Talent
View this path Still not sure which one fits? Talk to us about your corporate AI training needs
Request a ConsultationTRAINING OPTIONS
Three Ways to Train Your Team
Choose a public course, tailored team training or a program with an industry partner.
Public courseTopic-Based Public Courses
A practical introduction to AI for individuals and teams exploring their first use cases.
- Fixed topics
- Short sessions
- Fast ramp-up
Beginner-friendlyIndividual sign-ups welcome
See upcoming courses 
In-house trainingIn-House Corporate Programs
Courses tailored to each department's roles and adoption goals, from learning paths to outcome assessment.
- Customized by department
- Real-scenario practice
- Talent path planning
Includes talent program designLong-term partnerships welcome
Ask about in-house training 
Foundation partnershipIndustry Foundation Seminars
Courses co-hosted with III, ITRI and industry associations, featuring our instructors, materials and case studies.
- Co-planned programs
- Seminars and training
- Instructors and materials
Foundations / associationsGovernment talent programs
Discuss a co-hosted course 01 Needs Assessment
Dig into your company's pain points and goals to define the training direction and focus.
02 Program Design
Design course content, learning paths, and a delivery plan around your goals.
03 Delivery and Results Tracking
Run the training, track learning outcomes, and keep refining to deliver real business value.
START YOUR PLAN
Plan Your Corporate
AI Talent Development Program
From choosing courses to mapping learning paths, we'll help you find the training approach that fits.
Tell us your team's goals. We'll recommend the right courses and training format.
- Help choosing the right learning path
- Recommendations on public courses / in-house training / foundation partnerships
- Planning a complete corporate AI talent roadmap
Corporate trainingPublic coursesFoundation partnershipsConsulting
