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.
Este curso faz parte do Programa de cursos integrados Expressway to Data Science: Essential Math
2.483 já se inscreveram
oferecido por
Programa de cursos integrados Expressway to Data Science: Essential MathUniversidade do Colorado em BoulderInformações sobre o curso
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Prazos flexÃveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
NÃvel intermediário
Beginning algebra and basic function graphing.
Aprox. 8 horas para completar
Inglês
Legendas: Inglês
O que você vai aprender
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.
Habilidades que você terá
- Integrals
- Derivatives
- Algebra
- Matrix Algebra
- Numerical Analysis
Prazos flexÃveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
NÃvel intermediário
Beginning algebra and basic function graphing.
Aprox. 8 horas para completar
Inglês
Legendas: Inglês
oferecido por
Universidade do Colorado em Boulder
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.
Comece a trabalhar rumo ao seu mestrado
Este curso está relacionado à graduação Master of Science in Data Science 100% on-line pela Universidade do Colorado em Boulder. Ele fornecerá uma prévia dos tópicos, materiais e instrutores para que você possa decidir se o programa de graduação on-line completo é adequado para você.
Programa - O que você aprenderá com este curso
3 horas para concluir
Functions and Algebra Review
Review of algebra concepts including functions and logarithms
3 horas para concluir
9 vÃdeos (Total 40 mÃn.)
1 hora para concluir
Induction Proofs, Limits and Continuity
Simple induction proofs and limits at infinity for functions
1 hora para concluir
4 vÃdeos (Total 18 mÃn.)
1 hora para concluir
Definition of a Derivative
What is a derivative? Calculate simple derivatives from the definition of a derivative.
1 hora para concluir
4 vÃdeos (Total 17 mÃn.)
1 hora para concluir
Product and Chain Rule
Use the product and chain rules to calculate the derivatives of more complicated functions.
1 hora para concluir
4 vÃdeos (Total 17 mÃn.)
Avaliações
- 5 stars66,03%
- 4 stars18,86%
- 3 stars1,88%
- 2 stars1,88%
- 1 star11,32%
Principais avaliações do ALGEBRA AND DIFFERENTIAL CALCULUS FOR DATA SCIENCE
por DG18 de mai de 2022
Excellent introduction and review for those of us who took these courses some years ago! Really appreciated the clear teaching, which is so important for learrning math.
por BP22 de jun de 2022
Really enjoyed the content and the whole structure of the course. It's been a few decades since I did calc and this was excellent!
por JW26 de mai de 2022
The lectures are very clear and thorough. I really appreciate the effort and thoughtfulness put into this course.
Sobre Programa de cursos integrados Expressway to Data Science: Essential Math
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.
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