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.
Algebra and Differential Calculus for Data Science
Algebra and Differential Calculus for Data Science
This course is part of Expressway to Data Science: Essential Math Specialization
Instructor: Jane Wall
Sponsored by Coursera for Reliance Family
18,356 already enrolled
Gain insight into a topic and learn the fundamentals.
4.6
(232 reviews)
Intermediate level
Recommended experience
8 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
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.
Skills you'll gain
- Data Presentation
- Statistical Visualization
- General Finance
- Data Visualization
- Mathematical Theory & Analysis
- Derivatives
- Mathematical Modeling
- Algebra
- Securities (Finance)
- Mathematics and Mathematical Modeling
- Plot (Graphics)
- General Mathematics
- Advanced Mathematics
- Exploratory Data Analysis
- Graphing
- Data Visualization Software
- Calculus
- Applied Mathematics
- Financial Systems
- Finance
Details to know
Shareable certificate
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Assessments
25 assignments
Taught in English
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This course is part of the Expressway to Data Science: Essential Math Specialization
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There are 6 modules in this course
Review of algebra concepts including functions and logarithms
What's included
9 videos9 assignments
Simple induction proofs and limits at infinity for functions
What's included
4 videos4 assignments
What is a derivative? Calculate simple derivatives from the definition of a derivative.
What's included
4 videos4 assignments
Use the product and chain rules to calculate the derivatives of more complicated functions.
What's included
4 videos3 assignments
Use where derivatives are positive and negative to help graph a function.
What's included
4 videos4 assignments
Use derivatives to find the maximum and minimum values of functions.
What's included
4 videos1 assignment
Instructor
Instructor ratings
4.8 (95 ratings)Offered by
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4.6
232 reviews
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Showing 3 of 232
MT
5
Reviewed on Nov 14, 2023
Very good course! It examines all essential algebra and differential calculus with insightful assignments and applications.
KP
5
Reviewed on Oct 6, 2024
More a survey of material than skills development but it was covered well and clearly.
SO
5
Reviewed on Mar 17, 2023
I like the fact how this course is segmented from the beginning to the end and specially how to plot 2 dimensional graph from a polynomial function.
Recommended if you're interested in Math and Logic
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