機器學習基石 (Machine Learning Foundations) (CourseraArchive) 10 个评论 关注

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

简介: Machine learning is the study that allows computers to adaptively improve their performance with experience accumulated from the data observed. The course teaches the most fundamental algorithmic, theoretical and practical tools that any user of machine learning needs to know. [機器學習旨在讓電腦能由資料中累積的經驗來自我進步。本課程將介紹各領域中的機器學習使用者都應該知道的基礎演算法、理論及實務工具。]

StatLearning: Statistical Learning (Stanford Online) 3 个评论 关注

主页: https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about

简介:

Python (Coursera专项课程) 5 个评论 关注

主页: http://www.codecademy.com/zh/tracks/python

简介: 课程名称：Python 课程概述：该课程旨在教授Python的基础知识和动态编程的基本概念。Python是一种通用编程语言，适用于多种应用场景。通过本课程，学员将能够掌握编程的基础，理解Python语言的核心特性，并学习如何应用动态编程技巧来解决复杂问题。 课程内容涵盖： - 编程基础知识 - Python的通用性 - 动态编程的理念与实践 无论您是编程新手还是希望提升技能的开发者，本课程都将为您打下坚实的基础。

Data Analysis and Statistical Inference (CourseraArchive) 1 个评论 关注

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

简介: This course introduces you to the discipline of statistics as a science of understanding and analyzing data. You will learn how to effectively make use of data in the face of uncertainty: how to collect data, how to analyze data, and how to use data to make inferences and conclusions about real world phenomena.