AI Algorithms

AI Algorithms

1. Data

   • Storage
     • Format
     • Access
     • Query
   • Collection
     • Labelling
       • Human Interface
     • Sensing
     • Modelling
     • Customer Inteface
   • Security

2. ML Training

   • Hardware
   • Time
     • Bootstrapping

3. Types

   • Neural Networks
     • Shallow
     • Deep
     • Extreme
     • Recurrent
   • Reinforcement
     • Q-Learning
   • Classifiers
     • Support Vector Machines
     • Gaussian Processes
   • And many more...

4. Inference

   • Hardware
     • Types
       • GPU
       • TPU
       • CPU
       • DSP
       • FPGA
       • Neural Compute
       • Exotic
         • Quantum Spin
         • Bio-inspired
     • Update
       • Certification
   • Verification
     • Emergence
     • Edge Cases
     • Explainability
     • Acceptability
   • Input
     • Sensors
     • Interfaces
     • Semantic
     • Textual
   • Implementation
     • Edge
     • Cloud
     • Server

5. Use

   • Operator
     • Interface
     • Explainability
     • Trust
   • Autonomous
     • Reporting
     • Level of Autonomy
   • Legality
     • Strict
       • Data compliance
     • Ethical
   • Performance
     • Metrics
     • Display
   • Security
     • Data
     • Networks
       • Intellectual Property

6. Skills & Expertise

   • Location
     • External
     • Internal
   • Training
     • Personnel
       • Experts
       • All
       • Users
     • Papers
     • Conference
     • Courses
   • Owners
     • Centralised
     • Functions
   • Design
     • Pace
     • Options