Please enable JavaScript.

Coggle requires JavaScript to display documents.

6.9 Important - Coggle Diagram

- - - - Microsoft, 2020 " A subset of AI that includes techniques that enable machines to improve at tasks with experience (iterations). It includes Deep Learning
    - - Microsoft, 2020 " A subset of ML based on neural networks that permits a machines to train itself to perform a a task
      - Steps:
        
        Use this data to train a model
        
        Test and deploy the model
        
        Feed data into algorithm
        
        Consume the deployed model to do an automated predictive task
      - Transfer learning
        
        In case large amounts of data are not available, through repurposing a model using transfer learning
      - Deep learning can identify patterns in unstructured data
      - Use Cases
        
        Object Detection
        
        Image caption
        
        Text Analytics
      - Contains Artificial neural networks that are formed by layers of connected nodes.
        
        Feedforward neural network
        
        Recurrent neural network (RNN)
        
        Convolutional neural network (CNN)
        
        Generative adversarial network (GAN)
        
        Transformers
- - - - Through sensors
    - - Through cognitive computing
        
        AI’s perceptive capabilities – an AI’s ability to sense and comprehend its environment.
    - - Through actuators
    - - Through ML and DL
  - - - This enables a process with a degree of variation to be automated, and thus vastly increases the scope of RPA