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 provide an intuitive understanding of foundational integral calculus, including integration by parts, area under a curve, and integral computation. It will also cover root-finding methods, matrix decomposition, and partial derivatives.
課程信息
8,089 次近期查看
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 3 門課程（共 3 門）
中級
Beginning algebra and basic function graphing.
完成時間大約為4 小時
英語（English）
字幕：英語（English）
您將學到的內容有
Practice integrating by parts for more complex problems.
Identify how bisection works after its given an initial guess.
Diagonalize a matrix by hand.
Compute the partial derivatives of a function.
您將獲得的技能
- Singular Value Decomposition (SVD)
- root-finding
- Integrals
- Partial Derivative
- matrix diagonalization
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 3 門課程（共 3 門）
中級
Beginning algebra and basic function graphing.
完成時間大約為4 小時
英語（English）
字幕：英語（English）
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.
立即開始攻讀碩士學位
此 課程 隸屬於 科罗拉多大学波德分校 提供的 100% 在線 Master of Science in Data Science。
如果您被錄取參加全部課程，您的課程將計入您的學位學習進程。
授課大綱 - 您將從這門課程中學到什麼
完成時間為 1 小時
Area Under The Curve
Explore the notion of area under a curve, how that relates to the integral and compute basic integrals.
完成時間為 1 小時
5 個視頻 （總計 23 分鐘）, 1 個閱讀材料, 4 個測驗
完成時間為 26 分鐘
Numerical Analysis Intro
Introduction to Numerical Analysis using 2 root-finding methods.
完成時間為 26 分鐘
2 個視頻 （總計 16 分鐘）
完成時間為 1 小時
Diagonalization & SVD
Explore general matrix decomposition, as well as a specialized and useful version called Singular Value Decomposition.
完成時間為 1 小時
7 個視頻 （總計 37 分鐘）
完成時間為 1 小時
Partial Derivatives & Steepest Descent
We will learn a core calculus concept called partial derivatives, as well as delving into directional derivatives and their usefulness in higher level statistics.
完成時間為 1 小時
5 個視頻 （總計 36 分鐘）
關於 Expressway to Data Science: Essential Math 專項課程
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.
常見問題
我什么时候能够访问课程视频和作业？
我订阅此专项课程后会得到什么？
有助学金吗？
還有其他問題嗎？請訪問 學生幫助中心。
