This course on Data Science Math Skills teaches Data Science Math Skills fundamentals through 2 interactive modules. If you are , then this course is for you. You can access this course on web and mobile, it’s available in language.
This course on Data Science Math Skills teaches Data Science Math Skills fundamentals through 2 interactive modules. If you are , then this course is for you. You can access this course on web and mobile. This complete course is available in language.
Learn new concepts from professionals in the field.
Acquire a basic understanding of a topic or skill
Gain practical project experience to enhance employability.
Obtain a career certificate that can be shared.
Topics you will learn
Welcome to Data Science Math Skills
1 video
Welcome to Data Science Math Skills
2 readings
Course Information
Weekly feedback surveys
Building Blocks for Problem Solving
10 videos
Sets - Basics and Vocabulary
Sets - Medical Testing Example
Sets - Venn Diagrams
Numbers - The Real Number Line
Numbers - Less-than and Greater-than
Numbers - Algebra With Inequalities
Numbers - Intervals and Interval Notation
Sigma Notation - Introduction to Summation
Sigma Notation - Simplification Rules
Sigma Notation - Mean and Variance
4 readings
A note about the video lectures in this lesson
A note about the video lectures in this lesson
Feedback
4 quizzes
Graded quiz on Sets, Number Line, Inequalities, Simplification, and Sigma Notation
Practice quiz on Sets
Practice quiz on the Number Line, including Inequalities
Practice quiz on Simplification Rules and Sigma Notation
Functions and Graphs
8 videos
Cartesian Plane - Plotting Points
Cartesian Plane - Distance Formula
Cartesian Plane - Point-Slope Formula for Lines
Cartesian Plane: Slope-Intercept Formula for Lines
Functions - Mapping from Sets to Sets
Functions - Graphing in the Cartesian Plane
Functions - Increasing and Decreasing Functions
Functions - Composition and Inverse
3 readings
A note about the video lectures in this lesson
Feedback
3 quizzes
Graded quiz on Cartesian Plane and Types of Function
Practice quiz on the Cartesian Plane
Practice quiz on Types of Functions
Measuring Rates of Change
7 videos
Tangent Lines - Slope of a Graph at a Point
Tangent Lines - The Derivative Function
Using Integer Exponents
Simplification Rules for Algebra using Exponents
How Logarithms and Exponents are Related
The Change of Base Formula
The Rate of Growth of Continuous Processes
3 readings
A note about the video lectures in this lesson
A note about the video lectures in this lesson
Feedback
3 quizzes
Graded quiz on Tangent Lines to Functions, Exponents and Logarithms
Practice quiz onTangent Lines to Functions
Practice quiz on Exponents and Logarithms
Introduction to Probability Theory
8 videos
Probability Definitions and Notation
Joint Probabilities
Permutations and Combinations
Using Factorial and “M choose N”
The Sum Rule, Conditional Probability, and the Product Rule
Bayes’ Theorem (Part 1)
Bayes’ Theorem (Part 2)
The Binomial Theorem and Bayes Theorem
4 readings
A note about the video lectures in this lesson
Feedback
4 quizzes
Probability (basic and Intermediate) Graded Quiz
Practice quiz on Probability Concepts
Practice quiz on Problem Solving
Practice quiz on Bayes Theorem and the Binomial Theorem
Course Offerings
Certificate you will get
Certificate Features
Your certificate can be embedded on your own website or shared on social networking sites like LinkedIn.
Employers can verify the legitimacy of each certificate using the special verification URL that is included with it.
Pre Requsites
Curious Mind to learn new concepts
Strong internet connection
After this Course
Course is for
No results found.
FAQ's
Will I receive a transcript from Duke University for completing this course?
No. Completion of a Coursera course does not earn you academic credit from Duke; therefore, Duke is not able to provide you with a university transcript. However, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
When will I have access to the lectures and assignments?
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option: The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
What is the refund policy?
You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policyOpens in a new tab.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
To purchase this course you can click on the Enroll Now button it will redirect you to course page, and on that page you can buy Data Science Math Skills course.
