About this certification
The Certification: Foundations of AI and Neural Networks for Practical Application introduces you to the essential concepts and practical skills needed to understand and implement neural networks. Gain valuable expertise such as improved decision-making, adaptability, and a future-proof career in the growing field of artificial intelligence. Enroll today to unlock new opportunities and stay ahead in technology-driven industries.
This certification covers the following topics:
- Fundamentals of a Simple Self-Driving Car Neural Network
- The Role of Weights and Biases
- Visualisation of Neural Network Decisions
- Introduction to Hidden Layers and Multi-Layer Perceptrons
- Problem Solving through Neural Network Design
- Introduction to Pathfinding with Dijkstra's Algorithm
- The Use of Genetic Algorithms for Optimisation
- Combining Multiple Inputs and Outputs
- Interpretability and Visualisation of Neural Networks
- Key Challenges and Solutions in Neural Network Training
- Ethical Considerations in Neural Network Deployment
- Practical Applications of Neural Networks Beyond Self-Driving Cars
