https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science 机器学习和数据科学数学专业化课程 《机器学习和数据科学数学专业化课程》是由DeepLearning.AI创建并由Luis Serrano教授的基础在线...
https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science 机器学习和数据科学数学专业化课程 《机器学习和数据科学数学专业化课程》是由DeepLearning.AI创建并由Luis Serrano教授的基础在线课程。这门适合初学者的专业化课程将帮助您掌握机器学习的基本数学工具。 许多机器学习工程师和...
取决于自己的熟悉程度,有一些这方面的讲义可以搜一下;当然,probability and mathematical statistics也是需要的,国内一般大一大二会学吧;其实这本书也假设最好学过一门回归分析的课,这应该是统计系大三的课;这章的习题会有点难度,建议找几个同学一起来做,用latex写,然后大家共享。
This chapter discusses some topics of probability and statistics related to machine learning models and the computation techniques using Python. Referenced materials include codes from Numpy documentation (https://numpy.org/doc/), Jupyter documentation (https://jupyter.org/), and Wikipedia (https://...
what is the cause and effect for a probability and a sample? the probability results a sample. Now, what you do in statistics in the reverse of that.you already have the sample, and you are trying to infer which probability gave rise to it.So you are using the effect to decide the ...
The objective of this course is to give you a solid foundation needed to excel in all areas of computer science—specifically data science and machine learning. The issue is that most of the probability and statistics courses are too theory-oriented. ...
This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. All the figures and numerical results are reproducible using the Python codes provided. The author develops key intuitions ...
This course will teach you the concepts, theory, and implementation of basic statistics, probability, hypothesis testing, and regression analysis required to build and interpret meaningful machine learning models.
Probability for Statistics and Machine Learning 电子书 读后感 评分☆☆☆ 评分☆☆☆ 评分☆☆☆ 评分☆☆☆ 评分☆☆☆ 类似图书 点击查看全场最低价 出版者:Springer 作者:Anirban DasGupta 出品人: 页数:801 译者: 出版时间:2011-5-1 价格:USD 99.00 装帧:Hardcover...
All of Statistics9.1 Applied Predictive Modeling9.2 Problem Solving with Algorithms a...8.9 An Introduction to Statistical Learni...9.6 Foundations of Machine Learning9.0 Effective Python8.7 我要写书评 Python for Probability, Statistics, and Machine Learning的书评 ···(全部 2 条) 热门最新...