- Python 程式設計經驗
- 了解機器學習的基本原理
觀眾
- 開發人員
- 分析師
- 數據科學家
在這個由講師指導的現場培訓中，參與者將學習 Python 中最相關和最前沿的機器學習技術，同時構建一系列涉及圖像、音樂、文本和財務數據的演示應用程式。
在本次培訓結束時，參與者將能夠：
- 實施機器學習演算法和技術來解決複雜問題。
- 將深度學習和半監督學習應用於涉及圖像、音樂、文本和財務數據的應用程式。
- 將 Python 演算法推向最大潛力。
- 使用 NumPy 和 Theano 等庫和包。
課程形式
- 部分講座、部分討論、練習和大量動手實踐
介紹
描述未標記數據的結構
- 無監督 Machine Learning
識別、聚類和生成圖像、視頻序列和動作捕捉數據
- 深度置信網路 （DBN）
從損壞的 （嘈雜） 版本重建原始輸入數據
- 特徵選擇和提取
- 堆疊降噪自動編碼器
分析視覺圖像
- 捲積 Neural Networks
更好地了解數據結構
- 半監督學習
瞭解文字數據
- 文本特徵提取
構建高度準確的預測模型
- 改進 Machine Learning 結果
- 集成方法
總結和結論
United Arab Emirates - Advanced Machine Learning with Python
Qatar - Advanced Machine Learning with Python
Egypt - Advanced Machine Learning with Python
Saudi Arabia - Advanced Machine Learning with Python
South Africa - Advanced Machine Learning with Python
Brasil - Advanced Machine Learning with Python
Canada - Advanced Machine Learning with Python
香港 - Advanced Machine Learning with Python
澳門 - Advanced Machine Learning with Python
台灣 - Advanced Machine Learning with Python
USA - Advanced Machine Learning with Python
Österreich - Advanced Machine Learning with Python
Schweiz - Advanced Machine Learning with Python
Deutschland - Advanced Machine Learning with Python
Czech Republic - Advanced Machine Learning with Python
Denmark - Advanced Machine Learning with Python
Estonia - Advanced Machine Learning with Python
Finland - Advanced Machine Learning with Python
Greece - Advanced Machine Learning with Python
Magyarország - Advanced Machine Learning with Python
Ireland - Advanced Machine Learning with Python
Luxembourg - Advanced Machine Learning with Python
Latvia - Advanced Machine Learning with Python
España - Python para el Aprendizaje Automático Avanzado
Italia - Advanced Machine Learning with Python
Lithuania - Advanced Machine Learning with Python
Nederland - Advanced Machine Learning with Python
Norway - Advanced Machine Learning with Python
Portugal - Advanced Machine Learning with Python
România - Advanced Machine Learning with Python
Sverige - Advanced Machine Learning with Python
Türkiye - Advanced Machine Learning with Python
Malta - Advanced Machine Learning with Python
Belgique - Advanced Machine Learning with Python
France - Advanced Machine Learning with Python
日本 - Advanced Machine Learning with Python
Australia - Advanced Machine Learning with Python
Malaysia - Advanced Machine Learning with Python
New Zealand - Advanced Machine Learning with Python
Philippines - Advanced Machine Learning with Python
Singapore - Advanced Machine Learning with Python
Thailand - Advanced Machine Learning with Python
Vietnam - Advanced Machine Learning with Python
India - Advanced Machine Learning with Python
Argentina - Python para el Aprendizaje Automático Avanzado
Chile - Python para el Aprendizaje Automático Avanzado
Costa Rica - Python para el Aprendizaje Automático Avanzado
Ecuador - Python para el Aprendizaje Automático Avanzado
Guatemala - Python para el Aprendizaje Automático Avanzado
Colombia - Python para el Aprendizaje Automático Avanzado
México - Python para el Aprendizaje Automático Avanzado
Panama - Python para el Aprendizaje Automático Avanzado
Peru - Python para el Aprendizaje Automático Avanzado
Uruguay - Python para el Aprendizaje Automático Avanzado
Venezuela - Python para el Aprendizaje Automático Avanzado
Polska - Advanced Machine Learning with Python
United Kingdom - Advanced Machine Learning with Python
South Korea - Advanced Machine Learning with Python
Pakistan - Advanced Machine Learning with Python
Sri Lanka - Advanced Machine Learning with Python
Bulgaria - Advanced Machine Learning with Python
Bolivia - Python para el Aprendizaje Automático Avanzado
Indonesia - Advanced Machine Learning with Python
Kazakhstan - Advanced Machine Learning with Python
Moldova - Advanced Machine Learning with Python
Morocco - Advanced Machine Learning with Python
Tunisia - Advanced Machine Learning with Python
Kuwait - Advanced Machine Learning with Python
Oman - Advanced Machine Learning with Python
Slovakia - Advanced Machine Learning with Python
Kenya - Advanced Machine Learning with Python
Nigeria - Advanced Machine Learning with Python
Botswana - Advanced Machine Learning with Python
Slovenia - Advanced Machine Learning with Python
Croatia - Advanced Machine Learning with Python
Serbia - Advanced Machine Learning with Python
Bhutan - Advanced Machine Learning with Python