Mathematics for Machine Learning and Data Science

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science

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课程简介

课程名称：机器学习与数据科学的数学 课程概述：该课程由 DeepLearning.AI 提供，旨在帮助学员掌握人工智能和机器学习的数学基础工具。通过该在线课程，学员将能够增强在机器学习和数据科学领域的数学技能。 课程大纲： 1. **线性代数与数据科学** - 课程链接：[线性代数课程](https://www.coursera.org/learn/machine-learning-linear-algebra) - 描述：该课程已更新至2024年，为机器学习和数据科学提供扎实的线性代数基础，学员可以免费注册。 2. **微积分与数据科学** - 课程链接：[微积分课程](https://www.coursera.org/learn/machine-learning-calculus) - 描述：课程同样已更新至2024年，涵盖了机器学习和数据科学所需的微积分知识，食得有效注册免费参与。 3. **概率与统计与数据科学** - 课程链接：[概率与统计课程](https://www.coursera.org/learn/machine-learning-probability-and-statistics) - 描述：此课程已更新至2024年，介绍机器学习和数据科学中重要的概率与统计概念，学员无需费用即可报名参加。 本课程为希望在机器学习和数据科学领域取得进展的学员提供了完备的数学知识基础，任何人均可免费注册参与学习。

课程大纲

Course Link: https://www.coursera.org/learn/machine-learning-linear-algebra

Name:Linear Algebra for Machine Learning and Data Science

Description:Offered by DeepLearning.AI. Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program ... Enroll for free.

Course Link: https://www.coursera.org/learn/machine-learning-calculus

Name:Calculus for Machine Learning and Data Science

Description:Offered by DeepLearning.AI. Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program ... Enroll for free.

Course Link: https://www.coursera.org/learn/machine-learning-probability-and-statistics

Name:Probability & Statistics for Machine Learning & Data Science

Description:Offered by DeepLearning.AI. Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program ... Enroll for free.

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