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所在平台: Coursera专项课程 |
课程主页: https://www.coursera.org/specializations/integral-calculus-data-modeling
课程评论：没有评论
课程名称: 通过数据和建模的积分微积分 课程概述: 本课程将教授如何使用积分技巧对单变量和多变量函数进行数据建模和分析。学习内容包括数值积分方法、微积分、向量运算、数据分析、建模和函数分析等技能。本系列课程在单变量和多变量微积分的基础上，深入讲解积分微积分的理论及应用，重点解决自然科学和社会科学中的问题。学生将学习如何处理、分析和解释数据，并使用科学计算和数学建模来传达有意义的结果。 学习项目: 课程每个模块都提供已解决的示例问题，以帮助学生建立信心和技能，随后需通过测验验证所学内容。学生将通过一个综合项目应用所学知识，建模随机事件，评估空气污染政策，并利用微积分估算陆地表面积。 证书: 课程完成后，将获得可分享的证书。 学习方式: 完全在线的课程，灵活的学习安排，设定和维护灵活的截止日期。学员需具备微分微积分的基本知识，预计完成时间为四个月，每周建议学习2小时。 课程链接（包含多个课程链接）： 1. [系列与积分](https://www.coursera.org/learn/calculus-through-data-and-modelling-series-and-integrals) 2. [积分的技巧](https://www.coursera.org/learn/calculus-through-data-and-modelling-techniques-of-integration) 3. [积分应用](https://www.coursera.org/learn/calculus-through-data-and-modelling-integration-applications) 4. [向量微积分](https://www.coursera.org/learn/calculus-through-data-and-modelling-vector-calculus) 该课程不仅增强了学生的数学能力，还有助于在科学研究与实际应用中更好地理解和利用数据。
Course Link: https://www.coursera.org/learn/calculus-through-data-and-modelling-series-and-integrals
Name:Calculus through Data & Modelling: Series and Integration
Description:Offered by Johns Hopkins University. This course continues your study of calculus by introducing the notions of series, sequences, and ... Enroll for free.
Course Link: https://www.coursera.org/learn/calculus-through-data-and-modelling-techniques-of-integration
Name:Calculus through Data & Modelling: Techniques of Integration
Description:Offered by Johns Hopkins University. In this course, we build on previously defined notions of the integral of a single-variable function ... Enroll for free.
Course Link: https://www.coursera.org/learn/calculus-through-data-and-modelling-integration-applications
Name:Calculus through Data & Modelling: Integration Applications
Description:Offered by Johns Hopkins University. This course continues your study of calculus by focusing on the applications of integration. The ... Enroll for free.
Course Link: https://www.coursera.org/learn/calculus-through-data-and-modelling-vector-calculus
Name:Calculus through Data & Modelling: Vector Calculus
Description:Offered by Johns Hopkins University. This course continues your study of calculus by focusing on the applications of integration to vector ... Enroll for free.
What you will learn
Model and analyze data using techniques of integration for both single and multivariable functions.
Numerical methods for integration
Skills you will gain
Calculus
vectors
Data Analysis
Modeling
functional analysis
About this Specialization
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This specialization builds on topics introduced in single and multivariable differentiable calculus to develop the theory and applications of integral calculus. , The focus on the specialization is to using calculus to address questions in the natural and social sciences. Students will learn to use the techniques presented in this class to process, analyze, and interpret data, and to communicate meaningful results, using scientific computing and mathematical modeling. Topics include functions as models of data, differential and integral calculus of functions of one and several variables, differential equations, and optimization and estimation techniques.
Applied Learning Project
In each module, learners will be provided with solved sample problems that they can use to build their skills and confidence followed by graded quizzes to demonstrate what they've learned. Through a cumulative project, students will apply their skills to model random chance events, evaluate a policy on air pollution regulation, and use calculus to estimate surface areas of land masses.
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Intermediate Level
Students should have a working knowledge of
differential calculus
before starting this course.
Hours to complete
Approximately 4 months to complete
Suggested pace of 2 hours/week
Available languages
English
Subtitles: English
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Intermediate Level
Students should have a working knowledge of
differential calculus
before starting this course.
Hours to complete
Approximately 4 months to complete
Suggested pace of 2 hours/week
Available languages
English
Subtitles: English
