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Mind map

AI Algorithms

Nathan Potter English

Map content

AI Algorithms

Data
- Storage
  - Format
  - Access
  - Query
- Collection
  - Labelling
    - Human Interface
  - Sensing
  - Modelling
  - Customer Inteface
- Security
ML Training
- Hardware
- Time
  - Bootstrapping
Types
- Neural Networks
  - Shallow
  - Deep
  - Extreme
  - Recurrent
- Reinforcement
  - Q-Learning
- Classifiers
  - Support Vector Machines
  - Gaussian Processes
- And many more...
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
Use
- Operator
  - Interface
  - Explainability
  - Trust
- Autonomous
  - Reporting
  - Level of Autonomy
- Legality
  - Strict
    - Data compliance
  - Ethical
- Performance
  - Metrics
  - Display
- Security
  - Data
  - Networks
    - Intellectual Property
Skills & Expertise
- Location
  - External
  - Internal
- Training
  - Personnel
    - Experts
    - All
    - Users
  - Papers
  - Conference
  - Courses
- Owners
  - Centralised
  - Functions
- Design
  - Pace
  - Options

Information

Description: Mind Map on AI Algorithms, created by Nathan Potter on 28/09/2018.
Created by: Nathan Potter
Views: 0
History: Created by Nathan Potter · Apr 5, 2018

Copied by Nathan Potter · Sep 28, 2018
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