相信经常混Machine Learning各大学习圣地的朋友们多少有听说过斯坦福大学的CS229机器学习课程(Stanford's CS 229 Machine Learning course)的呢,今天在GitHub上看到一个项目,作者Afshine Amidi (Ecole Centrale Paris, MIT)总结了自己学习该课程的重要知识点,然后每个模块输出一张囊括重点的图表(有点像我们期末备考时候...
(iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI). The course will also draw from numerous case studies and applications, so that you'll also learn how to apply learning algorithms to building smart robots (perception, control), text...
Machine Learning的各类课程视频中,斯坦福大学的CS229机器学习课程(Stanford's CS 229 Machine Learning course)应该是比较好的,GitHub上一个名为Afshine Amidi (Ecole Centrale Paris, MIT)的人总结了自己学习该课程的重要知识点,然后每个模块输出一张囊括重点的图表(总结的十分到位),作者把该课程总结分成几个板块: ...
这部分内容来源于Andrew NG老师讲解的 machine learning课程,包括异常检测算法以及推荐系统设计。异常检测是一个非监督学习算法,用于发现系统中的异常数据。推荐系统在生活中也是随处可见,如购物推荐、影视推荐等。课程链接为:https://www.coursera.org/course/ml (一)异常检测(Anomaly Detection) 举个栗子: 我们有一些...
Stanford-Machine-Learning-Course St**凝视上传168.46 MB文件格式zip machine learning course programming exercise (0)踩踩(0) 所需:1积分 zynq 2024-12-07 18:09:53 积分:1 CNC_Simulation 2024-12-07 18:09:22 积分:1 Tunlview 2024-12-07 18:00:51...
NOTE: This course was originally launched in 2011 and has been sunsetted in favour of a new Machine Learning Specialization. Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, prac...
本栏目来源于Andrew NG老师讲解的Machine Learning课程,主要介绍大规模机器学习以及其应用。包括随机梯度下降法、维批量梯度下降法、梯度下降法的收敛、在线学习、map reduce以及应用实例:photo OCR。课程地址为:https://www.coursera.org/course/ml (一)大规模机器学习 ...
Free Course Trial – Machine Learning Course from Stanford University It is a fact that the progress made using machine learning in the past few decades have successfully provided solutions to many of the persistent real-world problems. In this course, you will get an overview of the area as ...
CS224W Machine Learning with Graphs🎦 CS224U Natural Language Understanding CS224V Conversational Virtual Assistants with Deep Learning CS294S/CS 294W A Project Course on Building the Best Virtual Assistant CS224S Spoken Language Processing
MatLab, Octave(free),R 概率统计:Stat 116 线性代数: math 113, cs 205 跨学科: 生物,统计, 计算机 online resources:http://cs229.stanford.edu https://see.stanford.edu/Course/CS229/47 homework, handout, lecture notes, math and equations ...