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所在平台: Coursera专项课程 课程类别: 计算机科学 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/machine-learning-algorithms-real-world
课程评论：没有评论
课程名称：机器学习：现实世界中的算法专业领域 概述：该专业领域专为那些想将机器学习应用于数据分析和自动化的专业人士设计。无论是在金融、医学、工程、商业或其他领域，这个专业都能帮助您定义、训练和维护成功的机器学习应用程序。完成所有四门课程后，您将全面了解构建机器学习项目的流程，能够清晰地定义机器学习问题、识别适当数据、训练分类算法、提升结果并将其部署到现实世界中。此外，您还将能够预测和规避应用机器学习中的常见陷阱。 课程大纲： 1. 课程名称：应用机器学习简介 课程描述：由阿尔伯塔机器智能研究所提供，针对想要了解机器学习的人士。 课程链接：[应用机器学习简介](https://www.coursera.org/learn/machine-learning-applied) 2. 课程名称：机器学习算法：从尾到头的监督学习 课程描述：由阿尔伯塔机器智能研究所提供，带您了解机器学习项目的基础知识。 课程链接：[机器学习算法：监督学习](https://www.coursera.org/learn/machine-learning-classification-algorithms) 3. 课程名称：机器学习的数据 课程描述：由阿尔伯塔机器智能研究所提供，关注数据在成功应用机器学习中的重要性。 课程链接：[机器学习的数据](https://www.coursera.org/learn/data-machine-learning) 4. 课程名称：优化机器学习性能 课程描述：由阿尔伯塔机器智能研究所提供，综合您在应用机器学习中所学的所有内容。 课程链接：[优化机器学习性能](https://www.coursera.org/learn/optimize-machine-learning-model-performance) 欢迎报名参加，免费获取知识！
Course Link: https://www.coursera.org/learn/machine-learning-applied
Name:Introduction to Applied Machine Learning
Description:Offered by Alberta Machine Intelligence Institute. This course is for professionals who have heard the buzz around machine learning and want ... Enroll for free.
Course Link: https://www.coursera.org/learn/machine-learning-classification-algorithms
Name:Machine Learning Algorithms: Supervised Learning Tip to Tail
Description:Offered by Alberta Machine Intelligence Institute. This course takes you from understanding the fundamentals of a machine learning project. ... Enroll for free.
Course Link: https://www.coursera.org/learn/data-machine-learning
Name:Data for Machine Learning
Description:Offered by Alberta Machine Intelligence Institute. This course is all about data and how it is critical to the success of your applied ... Enroll for free.
Course Link: https://www.coursera.org/learn/optimize-machine-learning-model-performance
Name:Optimizing Machine Learning Performance
Description:Offered by Alberta Machine Intelligence Institute. This course synthesizes everything your have learned in the applied machine learning ... Enroll for free.
This specialization is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this specialization will set you up to define, train, and maintain a successful machine learning application. After completing all four courses, you will have gone through the entire process of building a machine learning project. You will be able to clearly define a machine learning problem, identify appropriate data, train a classification algorithm, improve your results, and deploy it in the real world. You will also be able to anticipate and mitigate common pitfalls in applied machine learning.
机器学习：现实世界中的算法专业领域：该专业领域是专为那些听说过机器学习而又希望将机器学习应用于数据分析和自动化的专业人士提供的。无论是金融，医学，工程，商业还是其他领域，该专业知识都可以帮助您定义，培训和维护成功的机器学习应用程序。 完成所有四门课程后，您将完成构建机器学习项目的整个过程。您将能够清楚地定义机器学习问题，识别适当的数据，训练分类算法，改善结果并将其部署到现实世界中。您还将能够预测和缓解应用机器学习中的常见陷阱。
