- 應具備業務運營的基本知識和技術知識
- 必須對軟體和系統有基本的瞭解
- 基本瞭解 Statistics（在 Excel 級別中）
本培訓課程適合希望將Machine Learning應用於團隊實際應用中的人員。培訓不會深入技術細節，而是圍繞基本概念及其在業務/操作中的應用展開。
目標觀眾
- 投資者與AI企業家
- 公司正涉足AI領域的經理與工程師
- Business分析師與投資者
Neural Networks 簡介
應用材料簡介 Machine Learning
- 統計學習與機器學習
- 反覆運算和評估
- 偏差-方差權衡
機器學習與 Python
- 庫的選擇
- 附加工具
機器學習概念和應用
回歸
- 線性回歸
- 泛化和非線性
- 使用案例
分類
- 貝葉斯複習
- 樸素貝葉斯
- 邏輯回歸
- K-最近鄰
- Use Case秒
交叉驗證和重採樣
- 交叉驗證方法
- 啟動
- Use Case秒
無監督學習
- K-means 聚類
- 例子
- 無監督學習和超越 K 均值的挑戰
NLP方法簡介
- 單詞和句子標記化
- 文本分類
- 情緒分析
- 拼寫更正
- 資訊提取
- 解析
- 意義提取
- 問答
人工智慧 & Deep Learning
技術概述
- R 與秒 Python
- Caffe 與 Tensor Flow
- 各種機器學習庫
行業案例研究
United Arab Emirates - Machine Learning Concepts for Entrepreneurs and Managers
Qatar - Machine Learning Concepts for Entrepreneurs and Managers
Egypt - Machine Learning Concepts for Entrepreneurs and Managers
Saudi Arabia - Machine Learning Concepts for Entrepreneurs and Managers
South Africa - Machine Learning Concepts for Entrepreneurs and Managers
Brasil - Machine Learning Concepts for Entrepreneurs and Managers
Canada - Machine Learning Concepts for Entrepreneurs and Managers
中国 - Machine Learning Concepts for Entrepreneurs and Managers
香港 - Machine Learning Concepts for Entrepreneurs and Managers
澳門 - Machine Learning Concepts for Entrepreneurs and Managers
台灣 - Machine Learning Concepts for Entrepreneurs and Managers
USA - Machine Learning Concepts for Entrepreneurs and Managers
Österreich - Machine Learning Concepts for Entrepreneurs and Managers
Schweiz - Machine Learning Concepts for Entrepreneurs and Managers
Deutschland - Machine Learning Concepts for Entrepreneurs and Managers
Czech Republic - Machine Learning Concepts for Entrepreneurs and Managers
Denmark - Machine Learning Concepts for Entrepreneurs and Managers
Estonia - Machine Learning Concepts for Entrepreneurs and Managers
Finland - Machine Learning Concepts for Entrepreneurs and Managers
Greece - Machine Learning Concepts for Entrepreneurs and Managers
Magyarország - Machine Learning Concepts for Entrepreneurs and Managers
Ireland - Machine Learning Concepts for Entrepreneurs and Managers
Luxembourg - Machine Learning Concepts for Entrepreneurs and Managers
Latvia - Machine Learning Concepts for Entrepreneurs and Managers
España - Conceptos de aprendizaje automático para emprendedores y gerentes
Italia - Machine Learning Concepts for Entrepreneurs and Managers
Lithuania - Machine Learning Concepts for Entrepreneurs and Managers
Nederland - Machine Learning Concepts for Entrepreneurs and Managers
Norway - Machine Learning Concepts for Entrepreneurs and Managers
Portugal - Machine Learning Concepts for Entrepreneurs and Managers
România - Machine Learning Concepts for Entrepreneurs and Managers
Sverige - Machine Learning Concepts for Entrepreneurs and Managers
Türkiye - Machine Learning Concepts for Entrepreneurs and Managers
Malta - Machine Learning Concepts for Entrepreneurs and Managers
Belgique - Machine Learning Concepts for Entrepreneurs and Managers
France - Machine Learning Concepts for Entrepreneurs and Managers
日本 - Machine Learning Concepts for Entrepreneurs and Managers
Australia - Machine Learning Concepts for Entrepreneurs and Managers
Malaysia - Machine Learning Concepts for Entrepreneurs and Managers
New Zealand - Machine Learning Concepts for Entrepreneurs and Managers
Philippines - Machine Learning Concepts for Entrepreneurs and Managers
Singapore - Machine Learning Concepts for Entrepreneurs and Managers
Thailand - Machine Learning Concepts for Entrepreneurs and Managers
Vietnam - Machine Learning Concepts for Entrepreneurs and Managers
India - Machine Learning Concepts for Entrepreneurs and Managers
Argentina - Conceptos de aprendizaje automático para emprendedores y gerentes
Chile - Conceptos de aprendizaje automático para emprendedores y gerentes
Costa Rica - Conceptos de aprendizaje automático para emprendedores y gerentes
Ecuador - Conceptos de aprendizaje automático para emprendedores y gerentes
Guatemala - Conceptos de aprendizaje automático para emprendedores y gerentes
Colombia - Conceptos de aprendizaje automático para emprendedores y gerentes
México - Conceptos de aprendizaje automático para emprendedores y gerentes
Panama - Conceptos de aprendizaje automático para emprendedores y gerentes
Peru - Conceptos de aprendizaje automático para emprendedores y gerentes
Uruguay - Conceptos de aprendizaje automático para emprendedores y gerentes
Venezuela - Conceptos de aprendizaje automático para emprendedores y gerentes
Polska - Machine Learning Concepts for Entrepreneurs and Managers
United Kingdom - Machine Learning Concepts for Entrepreneurs and Managers
South Korea - Machine Learning Concepts for Entrepreneurs and Managers
Pakistan - Machine Learning Concepts for Entrepreneurs and Managers
Sri Lanka - Machine Learning Concepts for Entrepreneurs and Managers
Bulgaria - Machine Learning Concepts for Entrepreneurs and Managers
Bolivia - Conceptos de aprendizaje automático para emprendedores y gerentes
Indonesia - Machine Learning Concepts for Entrepreneurs and Managers
Kazakhstan - Machine Learning Concepts for Entrepreneurs and Managers
Moldova - Machine Learning Concepts for Entrepreneurs and Managers
Morocco - Machine Learning Concepts for Entrepreneurs and Managers
Tunisia - Machine Learning Concepts for Entrepreneurs and Managers
Kuwait - Machine Learning Concepts for Entrepreneurs and Managers
Oman - Machine Learning Concepts for Entrepreneurs and Managers
Slovakia - Machine Learning Concepts for Entrepreneurs and Managers
Kenya - Machine Learning Concepts for Entrepreneurs and Managers
Nigeria - Machine Learning Concepts for Entrepreneurs and Managers
Botswana - Machine Learning Concepts for Entrepreneurs and Managers
Slovenia - Machine Learning Concepts for Entrepreneurs and Managers
Croatia - Machine Learning Concepts for Entrepreneurs and Managers
Serbia - Machine Learning Concepts for Entrepreneurs and Managers
Bhutan - Machine Learning Concepts for Entrepreneurs and Managers
Nepal - Machine Learning Concepts for Entrepreneurs and Managers
Uzbekistan - Machine Learning Concepts for Entrepreneurs and Managers