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Edited at 2023-04-06 11:15:01- bacteria
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- Plant asexual reproduction
This is a mind map about plant asexual reproduction, and its main contents include: concept, spore reproduction, vegetative reproduction, tissue culture, and buds. The summary is comprehensive and meticulous, suitable as review materials.
- Reproductive development of animals
This is a mind map about the reproductive development of animals, and its main contents include: insects, frogs, birds, sexual reproduction, and asexual reproduction. The summary is comprehensive and meticulous, suitable as review materials.
AI
- bacteria
This is a mind map about bacteria, and its main contents include: overview, morphology, types, structure, reproduction, distribution, application, and expansion. The summary is comprehensive and meticulous, suitable as review materials.
- Plant asexual reproduction
This is a mind map about plant asexual reproduction, and its main contents include: concept, spore reproduction, vegetative reproduction, tissue culture, and buds. The summary is comprehensive and meticulous, suitable as review materials.
- Reproductive development of animals
This is a mind map about the reproductive development of animals, and its main contents include: insects, frogs, birds, sexual reproduction, and asexual reproduction. The summary is comprehensive and meticulous, suitable as review materials.
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AI
Definition of artificial intelligence
Full professional name
Artificial Intelligence Engineering Technology
Understand misunderstandings
artificial intelligence=robot
Artificial intelligence products are far away from ordinary people
General artificial intelligence will arrive soon
Artificial intelligence is "conscious"
Artificial intelligence will replace human jobs in the short term
Artificial intelligence is an independent technology
expert definition
Let the machine achieve the same behavior, that is, perform the same behavior as humans
A specific intelligent entity created using artificial methods, or its research field
Think rationally like a human being, act rationally like a human being
Time of emergence and development history
1. Reasoning period
In 1942, American science fiction master Asimov proposed the "Three Laws of Robotics"
The discipline of artificial intelligence was born at the Dartmouth Conference in 1956
In 1963, the automatic theorem proving system completed the proof of Chapter 2 of Principles of Mathematics.
2. Knowledge period
In 1968, the world's first successful expert system was born
The early system in 1970 failed to solve difficult problems satisfactorily and fell into a trough.
In 1992, the fifth generation of computers - artificial intelligence computers - failed due to its technical route clearly deviating from the development direction of the computer industry.
3. Mechanical learning period
In 1984 Leslie proposed an approximately correct model
In 2006, Hinton published a Nature article on deep learning.
In 2012, CNN surpassed the second place by 10 percentage points and won the championship imageNet
In 2014, the DeepID algorithm of the Hong Kong Chinese Laboratory exceeded the face recognition rate of the human eye for the first time.
AlphaGo defeated the top human Go players in 2015
Artificial Intelligence Technology Architecture
infrastructure
Hardware, computing power, big data
algorithm
machine learning
deep learning
Technical direction
computer vision
Voice technology
natural language analysis
Big data statistical analysis
game decision
specific technology
Image processing, image recognition, image understanding
Speech recognition, speech understanding, speech synthesis
Machine translation, semantic understanding
emotion analysis
Artificial intelligence talent quality
Professional training goals
Comprehensive development of morality, intelligence, body, beauty and labor, with good professional quality, humanistic quality, information literacy, professional ethics and craftsman spirit of excellence
Master a solid scientific and cultural foundation and professional knowledge such as artificial intelligence data technology, machine learning, and deep learning frameworks, as well as relevant laws and regulations
Possess the capabilities of artificial intelligence data processing, model construction, system development and operation and maintenance, etc.
Able to engage in artificial intelligence data processing and analysis, artificial intelligence application development, etc.
Professional counterpart industries
Artificial Intelligence Data Annotation Engineer
Responsible for data annotation classification, data annotation process, data annotation quality inspection, data annotation management and data annotation application.
Artificial Intelligence Application Engineer
Responsible for the development and testing of artificial intelligence application products, data processing, system operation and maintenance, product marketing, technical support, etc.
Artificial Intelligence Engineering Technician
Responsible for the analysis, research, and development of various technologies such as artificial intelligence-related algorithms and deep learning, and the design, optimization, operation, management, and application of artificial intelligence systems.
AI technical support engineer
Responsible for the application research of cutting-edge algorithms such as reinforcement learning and imitation learning, and cooperate with algorithm engineers to carry out AI confrontation training research and development work
Artificial Intelligence Object Detection Engineer
Responsible for the development of algorithms for target detection, clustering, recognition, and segmentation scene understanding based on image data, as well as the research and development of target detection and recognition and semantic segmentation algorithms that integrate data sources.
Application of artificial intelligence
Industry leading companies
Huawei
Baidu
Alibaba
Tencent
Application areas
internet
search engine
Content recommendations
Precision marketing
Speech and natural language interaction
Image and video content understanding and retrieval
User portrait
Anti-fraud
Transportation
Autopilot
smart highway
Shared travel
Intelligent logistics
home robot
smart home
Companion for young and old
Domestic services
machine translation
text translation
sound translation
Machine bionics
animal bionics
Organ bionics
Smart Finance
banking
Risk control and anti-fraud
Investment decision
Benchmark Marketing
Intelligent customer service
Insurance
Risk control and anti-fraud
Investment decision
Benchmark Marketing
Intelligent customer service
Securities Venture Capital
Quantitative trading
Intelligent advisor
Smart medical
Medical images can only be interpreted
Auxiliary diagnosis
Medical record understanding and retrieval
surgical robot
Rehabilitation smart equipment
Smart Pharmacy
Smart manufacturing
Industrial robot
Intelligent production system
Smart agriculture
Smart agricultural management system
Smart agricultural equipment