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:

基础知识

  • 电脑是否能思考？
  • 解决问题的命令式与声明式方法
  • Bedan在人工智能中的目的
  • 人工智能的定义。图灵测试。其他决定因素
  • 智能系统概念的发展
  • 最重要的成就与发展方向

Neural Networks

  • 基础知识
  • 神经元与神经网络的概念
  • 大脑的简化模型
  • 神经元的机会
  • XOR问题与值的分布性质
  • S形函数的多态性
  • 其他激活函数
  • 神经网络的构建
  • 神经元连接的概念
  • 作为节点的神经网络
  • 构建网络
  • 神经元
  • 层
  • 权重
  • 输入与输出数据
  • 范围0到1
  • 标准化
  • 学习Neural Networks
  • 反向传播
  • 传播步骤
  • 网络训练算法
  • 应用范围
  • 评估
  • 近似可能性的问题
  • 示例
  • XOR问题
  • 乐透？
  • 股票
  • OCR与图像模式识别
  • 其他应用
  • 实施神经网络建模工作，预测上市公司股票价格

当前的问题

  • 组合爆炸与游戏问题
  • 再次谈论图灵测试
  • 对电脑能力的过度自信
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