Course Code: neuralnet
Duration: 7 hours
Overview:

该培训面向希望学习神经网络基础知识及其应用的人员。

Course Outline:

基礎知識

  • 電腦是否能思考？
  • 解決問題的命令式與聲明式方法
  • Bedan在人工智能中的目的
  • 人工智能的定義。圖靈測試。其他決定因素
  • 智能系統概念的發展
  • 最重要的成就與發展方向

Neural Networks

  • 基礎知識
  • 神經元與神經網絡的概念
  • 大腦的簡化模型
  • 神經元的機會
  • XOR問題與值的分佈性質
  • S形函數的多態性
  • 其他激活函數
  • 神經網絡的構建
  • 神經元連接的概念
  • 作為節點的神經網絡
  • 構建網絡
  • 神經元
  • 層
  • 權重
  • 輸入與輸出數據
  • 範圍0到1
  • 標準化
  • 學習Neural Networks
  • 反向傳播
  • 傳播步驟
  • 網絡訓練算法
  • 應用範圍
  • 評估
  • 近似可能性的問題
  • 示例
  • XOR問題
  • 樂透？
  • 股票
  • OCR與圖像模式識別
  • 其他應用
  • 實施神經網絡建模工作，預測上市公司股票價格

當前的問題

  • 組合爆炸與遊戲問題
  • 再次談論圖靈測試
  • 對電腦能力的過度自信
Sites Published:

United Arab Emirates - Introduction to the Use of Neural Networks

Qatar - Introduction to the Use of Neural Networks

Egypt - Introduction to the Use of Neural Networks

Saudi Arabia - Introduction to the Use of Neural Networks

South Africa - Introduction to the Use of Neural Networks

Brasil - Introdução ao Uso de Redes Neurais

Canada - Introduction to the Use of Neural Networks

中国 - Introduction to the Use of Neural Networks

香港 - Introduction to the Use of Neural Networks

澳門 - Introduction to the Use of Neural Networks

台灣 - Introduction to the use of neural networks

USA - Introduction to the Use of Neural Networks

Österreich - Introduction to the Use of Neural Networks

Schweiz - Introduction to the Use of Neural Networks

Deutschland - Introduction to the Use of Neural Networks

Czech Republic - Introduction to the Use of Neural Networks

Denmark - Introduction to the Use of Neural Networks

Estonia - Introduction to the Use of Neural Networks

Finland - Introduction to the Use of Neural Networks

Greece - Introduction to the Use of Neural Networks

Magyarország - Introduction to the Use of Neural Networks

Ireland - Introduction to the Use of Neural Networks

Luxembourg - Introduction to the Use of Neural Networks

Latvia - Introduction to the Use of Neural Networks

España - Introducción al Uso de Neural Networks

Italia - Introduction to the Use of Neural Networks

Lithuania - Introduction to the Use of Neural Networks

Nederland - Introduction to the Use of Neural Networks

Norway - Introduction to the Use of Neural Networks

Portugal - Introdução ao Uso de Redes Neurais

România - Introduction to the Use of Neural Networks

Sverige - Introduction to the Use of Neural Networks

Türkiye - Introduction to the Use of Neural Networks

Malta - Introduction to the Use of Neural Networks

Belgique - Introduction à l'utilisation de Réseau Neuronal

France - Introduction à l'utilisation de Réseau Neuronal

日本 - Introduction to the Use of Neural Networks

Australia - Introduction to the Use of Neural Networks

Malaysia - Introduction to the Use of Neural Networks

New Zealand - Introduction to the Use of Neural Networks

Philippines - Introduction to the Use of Neural Networks

Singapore - Introduction to the Use of Neural Networks

Thailand - Introduction to the Use of Neural Networks

Vietnam - Introduction to the Use of Neural Networks

India - Introduction to the Use of Neural Networks

Argentina - Introducción al Uso de Neural Networks

Chile - Introducción al Uso de Neural Networks

Costa Rica - Introducción al Uso de Neural Networks

Ecuador - Introducción al Uso de Neural Networks

Guatemala - Introducción al Uso de Neural Networks

Colombia - Introducción al Uso de Neural Networks

México - Introducción al Uso de Neural Networks

Panama - Introducción al Uso de Neural Networks

Peru - Introducción al Uso de Neural Networks

Uruguay - Introducción al Uso de Neural Networks

Venezuela - Introducción al Uso de Neural Networks

Polska - Introduction to the use of neural networks

United Kingdom - Introduction to the Use of Neural Networks

South Korea - Introduction to the Use of Neural Networks

Pakistan - Introduction to the Use of Neural Networks

Sri Lanka - Introduction to the Use of Neural Networks

Bulgaria - Introduction to the Use of Neural Networks

Bolivia - Introducción al Uso de Neural Networks

Indonesia - Introduction to the Use of Neural Networks

Kazakhstan - Introduction to the Use of Neural Networks

Moldova - Introduction to the Use of Neural Networks

Morocco - Introduction to the Use of Neural Networks

Tunisia - Introduction to the Use of Neural Networks

Kuwait - Introduction to the Use of Neural Networks

Oman - Introduction to the Use of Neural Networks

Slovakia - Introduction to the Use of Neural Networks

Kenya - Introduction to the Use of Neural Networks

Nigeria - Introduction to the Use of Neural Networks

Botswana - Introduction to the Use of Neural Networks

Slovenia - Introduction to the Use of Neural Networks

Croatia - Introduction to the Use of Neural Networks

Serbia - Introduction to the Use of Neural Networks

Bhutan - Introduction to the Use of Neural Networks

Nepal - Introduction to the Use of Neural Networks

Uzbekistan - Introduction to the Use of Neural Networks