Course Code: mlbigdata
Duration: 7 hours
Prerequisites:
  • 了解数据库概念
  • 有软件应用程序开发经验

受众

  • 开发人员
Overview:

这一由讲师指导的实时培训(现场或远程)面向的是希望学习如何实施机器学习策略同时最大限度地利用大数据的技术人员。

在本次培训结束后,学员将能够:

  • 了解机器学习的发展和趋势。
  • 了解机器学习如何在不同行业中使用。
  • 熟悉在组织内实现机器学习的工具、技能、服务。
  • 了解机器学习如何用于增强数据挖掘和分析。
  • 了解数据中台是什么,以及企业如何使用它。
  • 了解大数据和智能应用程序在各个行业中的作用。

课程形式

  • 互动讲座和讨论。
  • 大量练习和实操。
  • 在现场实验室环境中动手实现。

课程自定义选项

  • 如需本课程的定制培训,请联系我们以作安排。
Course Outline:

介绍

机器学习的历史、演变、趋势

大数据在机器学习中的作用

管理大数据的基础设施

使用历史和实时数据来预测行为

案例研究:跨行业的机器学习

评估现有的应用程序和功能

提升机器学习能力

实现机器学习的工具

云 vs 内部部署服务

了解数据中台

数据挖掘和分析概述

将机器学习与数据挖掘相结合

案例研究:部署智能应用程序以向用户提供个性化体验

总结和结论

Sites Published:

United Arab Emirates - Machine Learning and Big Data

Qatar - Machine Learning and Big Data

Egypt - Machine Learning and Big Data

Saudi Arabia - Machine Learning and Big Data

South Africa - Machine Learning and Big Data

Brasil - Machine Learning and Big Data

Canada - Machine Learning and Big Data

中国 - 机器学习和大数据

香港 - Machine Learning and Big Data

澳門 - Machine Learning and Big Data

台灣 - Machine Learning and Big Data

USA - Machine Learning and Big Data

Österreich - Machine Learning and Big Data

Schweiz - Machine Learning and Big Data

Deutschland - Machine Learning and Big Data

Czech Republic - Machine Learning and Big Data

Denmark - Machine Learning and Big Data

Estonia - Machine Learning and Big Data

Finland - Machine Learning and Big Data

Greece - Machine Learning and Big Data

Magyarország - Machine Learning and Big Data

Ireland - Machine Learning and Big Data

Luxembourg - Machine Learning and Big Data

Latvia - Machine Learning and Big Data

España - Machine Learning and Big Data

Italia - Machine Learning and Big Data

Lithuania - Machine Learning and Big Data

Nederland - Machine Learning and Big Data

Norway - Machine Learning and Big Data

Portugal - Machine Learning and Big Data

România - Machine Learning and Big Data

Sverige - Machine Learning and Big Data

Türkiye - Machine Learning and Big Data

Malta - Machine Learning and Big Data

Belgique - Machine Learning and Big Data

France - Machine Learning and Big Data

日本 - Machine Learning and Big Data

Australia - Machine Learning and Big Data

Malaysia - Machine Learning and Big Data

New Zealand - Machine Learning and Big Data

Philippines - Machine Learning and Big Data

Singapore - Machine Learning and Big Data

Thailand - Machine Learning and Big Data

Vietnam - Machine Learning and Big Data

India - Machine Learning and Big Data

Argentina - Machine Learning and Big Data

Chile - Machine Learning and Big Data

Costa Rica - Machine Learning and Big Data

Ecuador - Machine Learning and Big Data

Guatemala - Machine Learning and Big Data

Colombia - Machine Learning and Big Data

México - Machine Learning and Big Data

Panama - Machine Learning and Big Data

Peru - Machine Learning and Big Data

Uruguay - Machine Learning and Big Data

Venezuela - Machine Learning and Big Data

Polska - Machine Learning and Big Data

United Kingdom - Machine Learning and Big Data

South Korea - Machine Learning and Big Data

Pakistan - Machine Learning and Big Data

Sri Lanka - Machine Learning and Big Data

Bulgaria - Machine Learning and Big Data

Bolivia - Machine Learning and Big Data

Indonesia - Machine Learning and Big Data

Kazakhstan - Machine Learning and Big Data

Moldova - Machine Learning and Big Data

Morocco - Machine Learning and Big Data

Tunisia - Machine Learning and Big Data

Kuwait - Machine Learning and Big Data

Oman - Machine Learning and Big Data

Slovakia - Machine Learning and Big Data

Kenya - Machine Learning and Big Data

Nigeria - Machine Learning and Big Data

Botswana - Machine Learning and Big Data

Slovenia - Machine Learning and Big Data

Croatia - Machine Learning and Big Data

Serbia - Machine Learning and Big Data

Bhutan - Machine Learning and Big Data

Nepal - Machine Learning and Big Data

Uzbekistan - Machine Learning and Big Data