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 Calculus concepts that you will need for a career in Data Science without a ton of unnecessary proofs and techniques 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 Differential Calculus. We will review some algebra basics, talk about what a derivative is, compute some simple derivatives and apply the basics of derivatives to graphing and maximizing functions.
课程信息
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第 1 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）
字幕：英语（English）
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Practice working with logarithm properties and how logarithm functions behave graphically.
Identify the difference between a continuous and non-continuous function.
Solidify an understanding of what a derivative is calculating.
Understand how to use derivatives to create graphs of functions.
您将获得的技能
- Integrals
- Derivatives
- 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 1 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）
字幕：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
科罗拉多大学波德分校
CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.
立即开始攻读硕士学位
此 课程 与 科罗拉多大学波德分校 提供的 100% 在线 Master of Science in Data Science 相关。它将为您提供主题、材料和授课教师的预览，以便您确定完整在线学位课程是否适合您。
授课大纲 - 您将从这门课程中学到什么
完成时间为 3 小时
Functions and Algebra Review
Review of algebra concepts including functions and logarithms
完成时间为 3 小时
9 个视频 （总计 40 分钟）
完成时间为 1 小时
Induction Proofs, Limits and Continuity
Simple induction proofs and limits at infinity for functions
完成时间为 1 小时
4 个视频 （总计 18 分钟）
完成时间为 1 小时
Definition of a Derivative
What is a derivative? Calculate simple derivatives from the definition of a derivative.
完成时间为 1 小时
4 个视频 （总计 17 分钟）
完成时间为 1 小时
Product and Chain Rule
Use the product and chain rules to calculate the derivatives of more complicated functions.
完成时间为 1 小时
4 个视频 （总计 17 分钟）
审阅
- 5 stars66.66%
- 4 stars17.64%
- 3 stars1.96%
- 2 stars1.96%
- 1 star11.76%
来自ALGEBRA AND DIFFERENTIAL CALCULUS FOR DATA SCIENCE的热门评论
由 JW 提供May 26, 2022
The lectures are very clear and thorough. I really appreciate the effort and thoughtfulness put into this course.
由 DG 提供May 18, 2022
Excellent introduction and review for those of us who took these courses some years ago! Really appreciated the clear teaching, which is so important for learrning math.
由 BP 提供Jun 22, 2022
Really enjoyed the content and the whole structure of the course. It's been a few decades since I did calc and this was excellent!
关于 Expressway to Data Science: Essential Math 专项课程
Data Science is growing rapidly, creating opportunities for careers across a variety of fields. This specialization is designed for learners embarking on careers in Data Science. Learners are provided with a concise overview of the foundational mathematics that are critical in Data Science. Topics include algebra, calculus, linear algebra, and some pertinent numerical analysis. Expressway to Data Science is also an excellent primer for students preparing to complete CU Boulder’s Master of Science in Data Science program.
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