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StatLearning: Statistical Learning (Stanford Online) 3 个评论 关注 开始时间: 04/22/2022 持续时间: 未知 主页: https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about 简介: This is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical). |
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Advanced Data Structures (MIT公开课) 0 个评论 关注 开始时间: 04/22/2022 持续时间: 未知 简介: Data structures play a central role in modern computer science. You interact with data structures even more often than with algorithms (think Google, your mail server, and even your network routers). In addition, data structures are essential building blocks in obtaining efficient algorithms. This course covers major results and current directions of research in data structure. |
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Programming Mobile Services for Android Handheld Systems: Communication (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/course/posacommunication 简介: In this course, we will learn how to apply patterns and frameworks to alleviate the complexity of developing concurrent and networked applications and services on mobile devices running Android that connect to popular cloud computing platforms. |
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Programming Cloud Services for Android Handheld Systems: Security (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/course/mobilecloudsecurity 简介: This course introduces students to basic issues in mobile cloud security, malware, and secure client/server communication. Students will learn about security risks in Android and cloud services, threat mitigation strategies, secure coding practices, and tools for managing security of devices. |
