最新消息:网盘下载利器JDownloader--|--发布资讯--|--解压出错.密码问题

Introduction to Machine Learning in Python

其他教程 killking 0评论
 Introduction to Machine Learning in Python
Introduction to Machine Learning in Python
MP4 | Video: 1280x720 | 54 kbps | 44 KHz | Duration: 5 Hours | 864 MB
Genre: eLearning | Language: English

Learn the most up to date techniques in data mining from regression to neural networks

This course is about the fundamental concepts of machine learning, facusing on neural networks, SVM and decision trees. These topics are getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking. Learning algorithms can recognize patterns which can help detect cancer for example or we may construct algorithms that can have a very very good guess about stock prices movement in the market.

In each section we will talk about the theoretical background for all of these algorithms then we are going to implement these problems together.

The first chapter is about regression: very easy yet very powerful and widely used machine learning technique. We will talk about Naive Bayes classification and tree based algorithms such as decision trees and random forests. These are more sophisticated algorithms, sometimes works sometimes not. The last chapters will be about SVM and Neural Networks: the most important approaches in machine learning.
What are the requirements?

Basic python

What am I going to get from this course?

Over 42 lectures and 4.5 hours of content!
Solving regression problems
Solving classification problems
Using neural networks
The most up to date machine learning techniques used by firms such as Google or Facebook

What is the target audience?

This course is meant for newbies who are not familiar with machine learning or students looking for a quick refresherIntroduction to Machine Learning in Python

Download uploaded
http://uploaded.net/file/1navmljs/Introduction.to.Machine.Learning.in.Python.part1.rar
http://uploaded.net/file/0uci6qeb/Introduction.to.Machine.Learning.in.Python.part2.rar
http://uploaded.net/file/g329wwmy/Introduction.to.Machine.Learning.in.Python.part3.rar
http://uploaded.net/file/1b9t6lbd/Introduction.to.Machine.Learning.in.Python.part4.rar
http://uploaded.net/file/te89vxlf/Introduction.to.Machine.Learning.in.Python.part5.rar
http://uploaded.net/file/y0ujabt6/Introduction.to.Machine.Learning.in.Python.part6.rar
http://uploaded.net/file/4tmahxuf/Introduction.to.Machine.Learning.in.Python.part7.rar

Download nitroflare
http://www.nitroflare.com/view/C485CA9BA241BF4/Introduction.to.Machine.Learning.in.Python.part1.rar
http://www.nitroflare.com/view/F744F94BE888BE0/Introduction.to.Machine.Learning.in.Python.part2.rar
http://www.nitroflare.com/view/994CCC68B9BCD7B/Introduction.to.Machine.Learning.in.Python.part3.rar
http://www.nitroflare.com/view/9091C2908100971/Introduction.to.Machine.Learning.in.Python.part4.rar
http://www.nitroflare.com/view/6770AB55253EA3D/Introduction.to.Machine.Learning.in.Python.part5.rar
http://www.nitroflare.com/view/982ADA62826F837/Introduction.to.Machine.Learning.in.Python.part6.rar
http://www.nitroflare.com/view/2A0D585AF8B4A00/Introduction.to.Machine.Learning.in.Python.part7.rar

Download 百度云

以下隐藏内容只提供VIP赞助会员

sorry! The following hidden content sponsorship VIP members only.

您必须 登录 才能发表评论!

网友最新评论 (1)

  1. Python机器学习入门教程 从回归分析到神经网络,学习最新的数据矿藏技术。 本教程是关于机器学习基本概念的,主要集中于神经网络、SVM和决策树。这些主题正变得非常热门,因为这些学校算法可以被应用于从软件工程到投资银行等多个领域。学习算法可以识别模式,这可以用来检测癌症,或者我们可以开发用来预测股票走势的算法。 在每个章节,我们将讨论这些算法的理论内容,然后会一起解决相关的问题。 第一张是关于回归的,这是一种非常强大并广泛应用的机器学习技术。然后会讲解朴素贝叶斯分类和基于树的算法,如决策树和随机森林。这些都是比较复杂的算法,有时候并非有效。最后一张会讲到SVM和神经网络,这是机器学习领域中最重要的算法。 学习基础:基本的Python知识。
    wilde(特殊组-翻译)2年前 (2015-09-27)