13 Feb 2025 - AI Series Session 1: Introduction to Artificial Neural Networks (ANNs) - SkillUpRight
AI Series Session 1: Introduction to Artificial Neural Networks (ANNs)
Topic: AI Series Session 1: Introduction to Artificial Neural Networks (ANNs)
Agenda:
1. What is AI? How does it mimic human intelligence?
2. Understanding Neural Networks:
What is a neuron? (Real-world analogy: neurons in the brain)
The structure of an artificial neuron.
Layers: Input, hidden, and output.
3. How do Neural Networks learn?
Simplified explanation of weights, biases, and activation functions.
Learning through examples (visual demo of training a simple ANN).
4. Building an ANN:
Step-by-step walkthrough of a basic ANN example (e.g., classifying images or numbers using a simple tool like Google Colab).
Real-life applications of ANNs (e.g., spam detection, recommendation systems).