Machine Learning 专项课程

Build Intelligent Applications。Master machine learning fundamentals in five hands-on courses.

本专项课程介绍

This Specialization provides a case-based introduction to the exciting, high-demand field of machine learning. You’ll learn to analyze large and complex datasets, build applications that can make predictions from data, and create systems that adapt and improve over time. In the final Capstone Project, you’ll apply your skills to solve an original, real-world problem through implementation of machine learning algorithms.

制作方：

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4 courses

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项目

旨在帮助您实践和应用所学到的技能。

证书

在您的简历和领英中展示您的新技能。

项目概览

Learners will implement and apply predictive, classification, clustering, and information retrieval machine learning algorithms to real datasets throughout each course in the specialization. They will walk away with applied machine learning and Python programming experience.

课程

Intermediate Specialization.: Some related experience required.

第 1 门课程
机器学习基础：案例研究
当前班次：May 21
课程学习时间
6周的学习，5-8小时／周
字幕
English, Korean, Vietnamese, Chinese (Simplified)
课程概述
你是否好奇数据可以告诉你什么？你是否想在关于机器学习促进商业的核心方式上有深层次的理解？你是否想能同专家们讨论关于回归，分类，深度学习以及推荐系统的一切？在这门课上，你将会通过一系列实际案例
您可以选择只参加本课程。 了解更多。
第 2 门课程
机器学习：回归
当前班次：May 21
课程学习时间
6周，5-8小时／周
字幕
English
课程概述
您可以选择只参加本课程。 了解更多。
第 3 门课程
分类
当前班次：May 21
课程学习时间
7 weeks of study, 5-8 hours/week
字幕
English
课程概述
Case Studies: Analyzing Sentiment & Loan Default Prediction In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,...)
您可以选择只参加本课程。 了解更多。
第 4 门课程
聚类与检索
当前班次：May 21
课程学习时间
6 weeks of study, 5-8 hours/week
字幕
English
课程概述
Case Studies: Finding Similar Documents A reader is interested in a specific news article and you want to find similar articles to recommend. What is the right notion of similarity? Moreover, what if there are millions of other documents? Each tim
您可以选择只参加本课程。 了解更多。

制作方

The University of Washington is a national and international leader in the core fields that are driving data science: computer science, statistics, human-centered design, and applied math.
Founded in 1861, the University of Washington is one of the oldest state-supported institutions of higher education on the West Coast and is one of the preeminent research universities in the world.

Emily Fox
Amazon Professor of Machine Learning
Carlos Guestrin
Amazon Professor of Machine Learning

FAQs

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