Artificial Intelligence Overview培訓

Course Code

aiint

Duration

7 hours 通常來說是1天,包括中間休息。

最低要求

General knowledge of computing, biology, mathematics and physics

Overview

本課程是為管理人員,解決方案架構師,創新人員,CTO,軟件架構師以及對應用人工智能概述及其最近發展預測感興趣的人員而創建的。

Machine Translated

課程簡介

Artificial Intelligence History

  • Intelligent Agents

Problem Solving

  • Solving Problems by Searching
  • Beyond Classical Search
  • Adversarial Search
  • Constraint Satisfaction Problems

Knowledge and Reasoning

  • Logical Agents
  • First-Order Logic
  • Inference in First-Order Logic
  • Classical Planning
  • Planning and Acting in the Real World
  • Knowledge Representation

Uncertain Knowledge and Reasoning

  • Quantifying Uncertainty
  • Probabilistic Reasoning
  • Probabilistic Reasoning over Time
  • Making Simple Decisions
  • Making Complex Decisions

Learning

  • Learning from Examples
  • Knowledge in Learning
  • Learning Probabilistic Models
  • Reinforcement Learning

Communicating, Perceiving, and Acting;

  • Natural Language Processing
  • Natural Language for Communication
  • Perception
  • Robotics

Conclusions

  • Philosophical Foundations
  • AI: The Present and Future

客戶評論

★★★★★
★★★★★

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