Machine Learning: Algorithms in the Real World Specialization

开始时间: 12/21/2023 持续时间: Approximately 4 months to complete Suggested pace of 3 hours/week

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

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课程详情

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。

课程大纲

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.

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