Overview of Artificial Intelligence (AI)
2024-10-14 18:47:46 0 Report
Login to view full content
Recommended for you
More
Other creations by the author
Outline/Content
Computational capacity simulation
Learning and decision-making ability
Technology based on simulating human intelligence
Automation and intelligence distinction
Definition Parsing
The significance of the Turing test
Early exploration of AI projects
The Turing Test and Early Attempts
Expert System Application Cases
Technological breakthroughs in knowledge engineering
Development Stage: Expert Systems and Knowledge Engineering
The rise of deep learning technology
The driving force of big data on AI
Prosperity Period: Deep Learning and Big Data Driven
Development Process
The mode of human-machine collaborative work
The boundary between humans and AI is blurred.
A new stage of human-machine integration
The reduction of AI technology costs
The widespread penetration of AI applications
The popularization and democratization of AI technology
Future Outlook
The Definition and Development of Artificial Intelligence
Classification and regression problems
The role of datasets and labels
Supervised Learning
Cluster analysis and anomaly detection
Data Dimensionality Reduction and Feature Extraction
Unsupervised Learning
Interaction between agents and the environment
Reward Mechanism and Strategy Optimization
Reinforcement Learning
Machine Learning
Semantic Analysis and Sentiment Recognition
Text Summary and Creation
Text Understanding and Generation
Processing of speech signals
Speech-to-text conversion
Speech recognition and synthesis
Natural Language Processing
Feature Extraction and Matching
Deep learning applications in image recognition
Image Recognition and Classification
Target Recognition in Dynamic Scenes
Multi-target Tracking Technology
Object Detection and Tracking
Computer Vision
Entity Relationship Extraction
The construction and maintenance of knowledge base
Knowledge Representation and Construction
Graph-based reasoning method
The Implementation of Intelligent Question Answering Systems
Knowledge Reasoning and Question Answering
Knowledge Graph
The core technology of artificial intelligence
The boundary between data collection and use
The risk and prevention of privacy leakage
Privacy Protection
Who is responsible for AI decision-making
Accountability for wrong decisions
Responsibility
Recognition and Correction of Algorithmic Bias
Balance between fairness and diversity
Algorithmic Bias
Ethical issues
The replacement and disappearance of traditional jobs
The creation and demand for emerging job positions
Changes in the employment structure
The rise of digital economy and AI industries
Industrial Upgrade and Transformation Driven by AI
Economic Model Transformation
The formulation and improvement of AI-related laws
The guidance and support of policies on the development of AI
Legal and policy adjustments
The Repositioning of the Relationship Between AI and Human Beings
The Innovation and Development of Culture in the AI Era
Transformation of cultural concepts
Social Impact
The Ethics and Social Impact of Artificial Intelligence
Overview of Artificial Intelligence (AI)
Collect
Collect
Collect
Collect
0 Comments
Reply Delete
Next page