Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
コース概要
Introduction to AI Engineering
- What is AI engineering?
- The evolution of AI and its impact on engineering
- Key concepts and terminology in AI
Core AI Technologies
- Understanding machine learning
- Deep learning and neural networks
- Natural language processing (NLP)
AI Problem Solving
- Identifying problems suitable for AI solutions
- Data collection and preprocessing
- Model selection and training
AI in Software Development
- AI tools for developers
- Integrating AI into existing systems
- Version control and model management
AI and Data Engineering
- Big data technologies and their role in AI
- Data pipelines and ETL processes
- Data storage and management for AI
Ethical AI
- Understanding bias and fairness in AI systems
- Privacy and security in AI engineering
- Ethical considerations and best practices
AI Project Management
- Agile methodologies for AI projects
- Team roles and responsibilities
- Documentation and reporting
Hands-On AI Engineering
- Setting up your AI development environment
- Building and evaluating simple AI models
- Collaborative AI engineering projects
The Future of AI Engineering
- Emerging trends in AI
- Continuous learning and skill development
- Career opportunities in AI engineering
Summary and Next Steps
要求
- An understanding of basic programming concepts
- Experience with Python programming
- Familiarity with basic statistics and linear algebra
Audience
- AI engineers
- Software developers
- Data analysts
14 時間
