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统计机器学习概论

Introduction To Statistical Machine Learning
课程网址: http://videolectures.net/ssll09_hutter_isml/  
主讲教师: Marcus Hutter
开课单位: 澳大利亚国立大学
开课时间: 2009-04-01
课程语种: 英语
中文简介:
本课程简要概述了统计机器学习的方法和实践,涉及通过构建可用于预测和决策的随机模型从观测数据中学习的算法和技术的发展。本课程的目的是:(a)向对人工智能课程感兴趣的逻辑学家作一个简短的介绍和背景;(b)总结本周机器学习课程所涵盖的核心概念。
课程简介: This course provides a brief overview of the methods and practice of statistical machine learning, which is concerned with the development of algorithms and techniques that learn from observed data by constructing stochastic models that can be used for making predictions and decisions. The idea of the course is to (a) give a mini-introduction and background to logicians interested in the AI courses, and (b) to summarize the core concepts covered by the machine learning courses during this week.
关 键 词: 机器学习; 统计学习; 计算机科学; 人工智能
课程来源: 视频讲座网
最后编审: 2020-06-03:毛岱琦(课程编辑志愿者)
阅读次数: 54