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.
Course Outline
Foundations
- Can computers exhibit thought?
- Comparing imperative and declarative approaches to problem-solving
- The objective behind Bedan's work on artificial intelligence
- Defining artificial intelligence: the Turing test and other key determinants
- The evolution of the concept of intelligent systems
- Key milestones and strategic development directions
Neural Networks
- Core fundamentals
- Understanding neurons and neural network structures
- Simplified models of brain function
- The capabilities of individual neurons
- The XOR problem and value distribution characteristics
- The polymorphic nature of sigmoidal functions
- Alternative activation functions
- Architecting neural networks
- Neural connectivity concepts
- Neural networks viewed as node-based systems
- Network construction principles
- Neuron definitions
- Layer structures
- Scaling mechanisms
- Handling input and output data
- The 0 to 1 range
- Data normalization techniques
- Training neural networks
- Backpropagation mechanisms
- Propagation steps
- Algorithms for network training
- Scope of application
- Estimation methods
- Challenges in approximation possibilities
- Practical examples
- The XOR problem
- Lotto predictions?
- Equity markets
- OCR and image pattern recognition
- Additional applications
- Implementing a neural network model to forecast stock prices of listed companies
Current Challenges
- Combinatorial explosion and gaming-related issues
- Revisiting the Turing test
- Excessive confidence in computer capabilities
7 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 1300 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (3)
It felt like we were going through directly relevant information at a good pace (i.e. no filler material)
Maggie Webb - Department of Jobs, Regions, and Precincts
Course - Introduction to the use of neural networks
The interactive part, tailored to our specific needs.
Thomas Stocker
Course - Introduction to the use of neural networks
Ann created a great environment to ask questions and learn. We had a lot of fun and also learned a lot at the same time.
