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Cluster Analysis in Data Mining (CourseraArchive) 0 个评论 关注

开始时间: 04/22/2022 持续时间: 4 weeks


简介: Learn how to take scattered data and organize it into groups, for use in many applications such as market analysis and biomedical data analysis, or taken as a pre-processing step for many data mining tasks.

CVX101: Convex Optimization (Stanford Online) 1 个评论 关注

开始时间: 04/22/2022 持续时间: 未知


简介: This course concentrates on recognizing and solving convex optimization problems that arise in applications. The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance.

Advanced Machine Learning Specialization (Coursera专项课程) 1 个评论 关注

开始时间: 04/22/2022 持续时间: Unknown


简介: 俄罗斯国立高等经济学院和Yandex联合推出的高级机器学习专项课程系列(Advanced Machine Learning Specialization),该系列授课语言为英语,包括深度学习,Kaggle数据科学竞赛,机器学习中的贝叶斯方法,强化学习,计算机视觉,自然语言处理等7门子课程,感兴趣的同学可以关注: Deep Dive Into The Modern AI Techniques-You will teach computer to see, draw, read, talk, play games and solve industry problems.

Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 05/18/2022 持续时间: Approximately 3 months to complete Suggested pace of 5 hours/week


简介: 谷歌云平台上基于TensorFlow的高级机器学习专项课程(Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization),该系列包含5门子课程,涵盖端到端机器学习、生产环境机器学习系统、图像理解、面向时间序列和自然语言处理的序列模型、推荐系统等内容,感兴趣的同学可以关注:Learn Advanced Machine Learning with Google Cloud. Build production-ready machine learning models with TensorFlow on Google Cloud Platform.