Module 7: Artificial Intelligence

Question 1

AI present day renaissance

Answer 1

1. Powerful computers: become widely available, such as cloud computing and GPU
2. Big data: availability of large amount of data due to internet and smart mobile phones
3. Software algorithms: machine learning, deep learning
   (read AI implementation)

Question 2

Deep learning (most popular)

Answer 2

• Implementation of ML based on deep neural network that mimics the human brains
• artificial neural network: classifying numbers-based data
• convolution neural network (CNN): classifying images
• recurrent neural network (RNN): time series data
• deep reinforcement learning
• transfer learning

Question 3

Basis

Answer 3

1. Alexnet (read)
2. Neurons and Neural Network
   -Hidden layer: consist of learnable parameters. The algorithm that can learn and improve by itself
   - Mimics the human brain to recognize pattern: ability to learn
3. Deep neural network for deep learning
   - multiple layers of hidden layers
   - much more sophisticated algorithms can be learnt

Question 4

AI application

Answer 4

read the details
1. Robotics
2. Autonomous Automotive and Navigation 3. Social Media
4. Consumer Electronics
5. Business and E-commerce
6. Banking and Finance
7. Healthcare
8. Farming and Precision Agriculture
9. Education

Question 5

AI Concerns

Answer 5

• Job loss
• Misuse of AI
• AI explainability
• AI bias
• AI ethics in decision making
  (read summary)