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

主页: https://www.coursera.org/course/clusteranalysis

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

主页: https://class.stanford.edu/courses/Engineering/CVX101/Winter2014/about

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

主页: https://www.coursera.org/specializations/aml

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: 12/21/2023 持续时间: Approximately 3 months to complete Suggested pace of 5 hours/week

主页: https://www.coursera.org/specializations/advanced-machine-learning-tensorflow-gcp

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.