Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will teach you the most fundamental Linear Algebra that you will need for a career in Data Science without a ton of unnecessary proofs and concepts that you may never use. Consider this an expressway to Data Science with approachable methods and friendly concepts that will guide you to truly understanding the most important ideas in Linear Algebra.
课程信息
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第 2 门课程（共 3 门）
中级
Beginning algebra and basic function graphing.
完成时间大约为8 小时
英语（English）
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Solve real-world problems using the foundational concept of matrices and explain where those problems might arise.
Recognize what a matrix represents in n-dimensional space and how transformations act in that space
Identify key properties of any system of equations, such as independence, basis, rank, and more, and what they mean for the overall system.
Demonstrate your understanding of projections in lower dimensions, while being able to carry out higher dimension projections for real-world problems
您将获得的技能
- Derrivatives
- Integrals
- Algebra
- Matrix Algebra
- Numerical Analysis
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
第 2 门课程（共 3 门）
中级
Beginning algebra and basic function graphing.
完成时间大约为8 小时
英语（English）
对员工进行热门技能培训能否为您的公司带来益处？
体验 Coursera 企业版
提供方
立即开始攻读硕士学位
此 课程 隶属于 科罗拉多大学波德分校 提供的 100% 在线 Master of Science in Data Science。
如果您被录取参加全部课程，您的课程将计入您的学位学习进程。
授课大纲 - 您将从这门课程中学到什么
完成时间为 1 小时
Linear Systems and Gaussian Elimination
完成时间为 1 小时
13 个视频 （总计 74 分钟）
完成时间为 1 小时
Matrix Algebra
完成时间为 1 小时
6 个视频 （总计 35 分钟）
完成时间为 2 小时
Properties of a Linear System
完成时间为 2 小时
15 个视频 （总计 87 分钟）
完成时间为 1 小时
Determinant and Eigens
完成时间为 1 小时
8 个视频 （总计 51 分钟）
审阅
- 5 stars80%
- 4 stars9.33%
- 3 stars6.66%
- 2 stars1.33%
- 1 star2.66%
来自ESSENTIAL LINEAR ALGEBRA FOR DATA SCIENCE的热门评论
由 DA 提供Aug 1, 2022
Perfect refresher course, gradually increasing in complexity and workload but James make the connections to previous content clear all the way. Highly recommended course!
由 TA 提供Aug 11, 2022
It is a very informative course, and the coach made it simple and enjoyable.
Thank you, Dr. James, for your innovative explanation of the material.
Take this course and do not hesitate.
由 LH 提供May 9, 2022
Well-explained and comprehensive. I thought it was going to be a rough course but Professor Bird is very thorough and concise in his lectures.
由 EK 提供Dec 6, 2022
Great review of the essential linear algebra! Thank you!
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