Course Outline

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

Requirements

  • 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 Hours

Delivery Options

Private Group Training

Our identity is rooted in delivering exactly what our clients need.

  • Pre-course call with your trainer
  • Customisation of the learning experience to achieve your goals -
    • Bespoke outlines
    • Practical hands-on exercises containing data / scenarios recognisable to the learners
  • Training scheduled on a date of your choice
  • Delivered online, onsite/classroom or hybrid by experts sharing real world experience

Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.

Contact us for an exact quote and to hear our latest promotions


Public Training

Please see our public courses

Provisional Upcoming Courses (Contact Us For More Information)

Related Categories