课程信息

15,259 次近期查看

100% 在线

立即开始,按照自己的计划学习。

第 2 门课程(共 4 门)

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

All the themes do not demand any additional mathematical background amongst the ordinary school program and initial Python programming skills.

完成时间大约为20 小时

建议:6 weeks of study, 3-5 hours/week...

英语(English)

字幕:英语(English)

100% 在线

立即开始,按照自己的计划学习。

第 2 门课程(共 4 门)

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

All the themes do not demand any additional mathematical background amongst the ordinary school program and initial Python programming skills.

完成时间大约为20 小时

建议:6 weeks of study, 3-5 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1

1

完成时间为 5 小时

Introduction: Numerical Sets, Functions, Limits

完成时间为 5 小时
13 个视频 (总计 102 分钟), 3 个阅读材料, 3 个测验
13 个视频
Introduction to the Week1分钟
Numerical Sets13分钟
Mappings and Quantifiers3分钟
Functions : Definitions10分钟
Functions: Arithmetic and Composition8分钟
Graph Transformations11分钟
Limit of Sequences7分钟
Limit of Sequences: Examples11分钟
Limit of Sequences: Arithmetic Rules12分钟
Limits of Sequences: Definition of e7分钟
The Indeterminate Forms3分钟
Comparison between Polynomial, Exponential and Logarithmic Functions10分钟
3 个阅读材料
Real numbers10分钟
Newton's Binomial Theorem10分钟
The Definition of e10分钟
3 个练习
Practice Quiz #115分钟
Practice Quiz #215分钟
First Week Final Test1小时
2

2

完成时间为 4 小时

Limits and Multivariate Functions

完成时间为 4 小时
13 个视频 (总计 110 分钟), 3 个测验
13 个视频
From Sequences to Functions3分钟
Function’s Limit6分钟
Function’s Limit: Examples9分钟
Function’s Limit: Arithmetic8分钟
Function’s Limit: Indeterminate Forms and Boundary Rule10分钟
Two Important Limits10分钟
Asymptotic Notations6分钟
Big-O7分钟
Little-o11分钟
Multivariate Functions: Definitions13分钟
Multivariate Functions: Limits8分钟
Multivariate limits: Examples12分钟
3 个练习
Practice Quiz #130分钟
Practice Quiz #230分钟
Second Week Final Test1小时
3

3

完成时间为 5 小时

Derivatives and Linear Approximations: Singlevariate Functions

完成时间为 5 小时
13 个视频 (总计 74 分钟), 3 个阅读材料, 4 个测验
13 个视频
Derivative: Definition3分钟
Differentiability3分钟
Derivatives: Examples8分钟
Arithmetic of Derivatives7分钟
Derivatives: Chain Rule8分钟
Tangent Line: Equation6分钟
Linear Approximations9分钟
Mean Value Theorem4分钟
Second Derivatives6分钟
Convexity3分钟
Extrema and First Derivative6分钟
Extrema and Second Derivative3分钟
3 个阅读材料
Derivatives: Logarithmic Rule10分钟
Derivatives: Inverse Functions10分钟
Extrema: Clearing the Air10分钟
4 个练习
Practice Quiz #130分钟
Practice Quiz #230分钟
Practice Quiz #330分钟
Third Week Final Test1小时
4

4

完成时间为 4 小时

Derivatives and Linear Approximations: Multivariate Functions

完成时间为 4 小时
14 个视频 (总计 96 分钟), 3 个测验
14 个视频
Tangent Plane: Motivation1分钟
Partial Derivatives: Definition3分钟
Partial Derivatives: Examples5分钟
Tangent Plane: Definition8分钟
Differentiability of Multivariate Function3分钟
Differentiability of Multivariate Function: Example9分钟
Differentiability: Sufficient Condition4分钟
Basic Geometry and Gradient11分钟
Chain Rule: One Independent Variable7分钟
Second Partial Derivatives9分钟
Differentials of Multivariate Functions13分钟
Convexity4分钟
Second Partial Derivatives: Convexity11分钟
3 个练习
Practice Quiz #130分钟
Practice Quiz #230分钟
Forth Week Final Test1小时

讲师

Image of instructor, Anton Savostianov

Anton Savostianov

Lecturer
Faculty of Computer Science

立即开始攻读硕士学位

此 课程 隶属于 国立高等经济大学 提供的 100% 在线 Master of 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。

关于 国立高等经济大学

National Research University - Higher School of Economics (HSE) is one of the top research universities in Russia. Established in 1992 to promote new research and teaching in economics and related disciplines, it now offers programs at all levels of university education across an extraordinary range of fields of study including business, sociology, cultural studies, philosophy, political science, international relations, law, Asian studies, media and communicamathematics, engineering, and more. Learn more on www.hse.ru...

关于 Mathematics for Data Science 专项课程

Behind numerous standard models and constructions in Data Science there is mathematics that makes things work. It is important to understand it to be successful in Data Science. In this specialisation we will cover wide range of mathematical tools and see how they arise in Data Science. We will cover such crucial fields as Discrete Mathematics, Calculus, Linear Algebra and Probability. To make your experience more practical we accompany mathematics with examples and problems arising in Data Science and show how to solve them in Python....
Mathematics for Data Science

常见问题

  • 注册以便获得证书后,您将有权访问所有视频、测验和编程作业(如果适用)。只有在您的班次开课之后,才可以提交和审阅同学互评作业。如果您选择在不购买的情况下浏览课程,可能无法访问某些作业。

  • 您注册课程后,将有权访问专项课程中的所有课程,并且会在完成课程后获得证书。您的电子课程证书将添加到您的成就页中,您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容,可以免费旁听课程。

还有其他问题吗?请访问 学生帮助中心