May 2018
Beginner to intermediate
384 pages
10h 19m
English
book
Artificial Intelligence for Big Data
by Anand Deshpande, Manish Kumar, Albenzo Coletta, Giancarlo Zaccone
Content preview from Artificial Intelligence for Big Data
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Intelligence tasks classification
This is how we classify intelligence tasks:
- Basic tasks:
- Perception
- Common sense
- Reasoning
- Natural language processing
- Intermediate tasks:
- Mathematics
- Games
- Expert tasks:
- Financial analysis
- Engineering
- Scientific analysis
- Medical analysis
The fundamental difference between human intelligence and machine intelligence is the handling of basic and expert tasks. For human intelligence, basic tasks are easy to master and they are hardwired at birth. However, for machine intelligence, perception, reasoning, and natural language processing are some of the most computationally challenging and complex tasks.
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