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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/machine-learning-introduction-for-everyone
课程评论：没有评论
课程名称：人人皆可学的机器学习介绍 课程概述：本课程由三个模块组成，旨在为每位对机器学习模型有基本理解的学习者介绍机器学习和数据科学。您将了解机器学习的历史、应用、机器学习模型生命周期以及机器学习工具。课程内容还包括监督学习与非监督学习、分类、回归以及如何评估机器学习模型等。此外，课程提供实践实验室，让您能够亲身体验机器学习和数据科学的概念。您将培养具体的机器学习技能，并创建一个最终项目以展示您的能力。 完成本课程后，您将能够识别机器学习算法和人工智能在不同商业场景中的潜力，区分何时使用机器学习来解释某些行为，以及何时使用其来预测未来结果。您还将学习如何评估机器学习模型，并采用最佳实践。 除了获得Coursera的证书外，您还将获得IBM徽章，以帮助您与网络及潜在雇主分享您的成就。 此课程是多个项目的一部分，您可以利用课程中的学习，完成IBM机器学习专业证书的其余两个课程，从而在机器学习领域开启您的新职业生涯。 课程大纲： 第一部分：人人皆可学的机器学习 描述：欢迎来到机器学习的世界。 第二部分：机器学习主题 描述：机器学习是一个热门话题，大家都在试图理解它的本质。面对大量的信息，您可能会感到不知所措。 第三部分：（可选荣誉）最终项目 描述：
Part: 1
Title:Machine Learning for Everyone
Description:Welcome to the world of machine learning.
Part: 2
Title:Machine Learning Topics
Description:Machine learning is a hot topic, and everyone is trying to understand what it is about. With the amount of information that is out there about machine learning, you can get quickly overwhelmed.
Part: 3
Title:(Optional Honors) Final Project
Description:
This three-module course introduces machine learning and data science for everyone with a foundational understanding of machine learning models. You’ll learn about the history of machine learning, applications of machine learning, the machine learning model lifecycle, and tools for machine learning. You’ll also learn about supervised versus unsupervised learning, classification, regression, evaluating machine learning models, and more. Our labs give you hands-on experience with these machine learning and data science concepts. You will develop concrete machine learning skills as well as create a final project demonstrating your proficiency. After completing this program, you’ll be able to realize the potential of machine learning algorithms and artificial intelligence in different business scenarios. You’ll be able to identify when to use machine learning to explain certain behaviors and when to use it to predict future outcomes. You’ll also learn how to evaluate your machine learning models and to incorporate best practices. In addition to receiving a certificate from Coursera, you'll also earn an IBM Badge to help you share your accomplishments with your network and potential employer. This Course Is Part of Multiple Programs You can also leverage the learning from the program to complete the remaining two courses of the six-course IBM Machine Learning Professional Certificate and power a new career in the field of machine learning.
