Machine Learning 专项课程

于 Nov 16 开始

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.

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courses
4 courses

按照建议的顺序或选择您自己的顺序。

projects
项目

旨在帮助您实践和应用所学到的技能。

certificates
证书

在您的简历和领英中展示您的新技能。

项目概览

课程
Intermediate Specialization.
Some related experience required.
  1. 第 1 门课程

    机器学习基础:案例研究

    课程学习时间
    6周的学习,5-8小时/周
    字幕
    英语(English), 韩语, 越南语, 中文(简体)

    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
  2. 第 2 门课程

    机器学习:回归

    课程学习时间
    6周,5-8小时/周
    字幕
    英语(English)

    课程概述

  3. 第 3 门课程

    分类

    课程学习时间
    7 weeks of study, 5-8 hours/week
    字幕
    英语(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,...)
  4. 第 4 门课程

    聚类与检索

    课程学习时间
    6 weeks of study, 5-8 hours/week
    字幕
    英语(English), 阿拉伯语(Arabic)

    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

制作方

  • University of Washington

    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

    Emily Fox

    Amazon Professor of Machine Learning
  • Carlos Guestrin

    Carlos Guestrin

    Amazon Professor of Machine Learning

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