章節及內容
3 堂課
60 分鐘
Unit 1: Introduction to machine learning
20 分鐘
Unit 2: Introduction to deep learning
20 分鐘
Unit 3: Discussing artificial neural network
20 分鐘
產品介紹
This 1-hour program consisted of 3 micro-learning courses, covering the following learning objectives: (1) introducing machine learning, (2) introducing deep learning, and (3) discussing artifical neural network.
Learning objectives
Unit 1: Introduction to machine learning
- What is machine learning?
- Different types of machine learning
- Supervised learning
- Unsupervised learning
- Reinforcement learning
Unit 2: Introduction to deep learning
- What is deep learning?
- Artificial neural networks
- Backpropagation
- Activation functions
- Gradient descent
- Real-world applications
Unit 3: Discussing artificial neural network
- What is deep learning?
- Artificial neural networks
- Backpropagation
- Activation functions
- Gradient descent
- Real-world applications