Please enable JavaScript.

Coggle requires JavaScript to display documents.

3.7 - Coggle Diagram

- - - - This involves developing computer programs to complete tasks that would otherwise require human intelligence
    - - AI aims to provide machines with knowledge capacity and algorithms to perform functions such as learning, perception, problem-solving, understanding language and logical reasoning without human intervention.
  - - - Deep Learning
    - - Knowledge representation is concerned with representing information in a form that a computer algorithm can easily navigate and interpret
- - - - volume – the amount of data
      - velocity – the speed at which the data is generated
      - variety – the different types of data
      - veracity – the trustworthiness of the data in terms of accuracy.
    - - predictive analytics – forecasting behaviours and future developments
      - machine learning – using algorithms to analyse large data sets.
      - data mining – data sets are searched for patterns and relationships
  - - - Structured Query Language (SQL) – the industry standard for searching relational databases
      - Spark Streaming – high-throughput processing of live data streams
      - MLib – machine learning and statistical analysis
      - GraphX – graphing
- - - - It can identify patterns and detect irregularities better than a human
      - Using AI to diagnose disease leaves clinicians with more time to spend treating patients.
    - - Advanced patients care
        
        Electronic health records will help to obtain demographic and medical data such as lab tests, clinical data, diagnosis and medical conditions.
      - Improved operational efficiency
        
        Big data can be used as part of a business intelligence strategy to analyse historical patient admission rates and staff efficiency.
      - Improved Treatment
        
        Big data can help to identify unknown correlations, hidden patterns and insights by examining significant amounts of data.