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 forma parte de Programa especializado: Expressway to Data Science: Essential Math
ofrecido por
Programa especializado: Expressway to Data Science: Essential MathUniversidad de Colorado en BoulderAcerca de este Curso
22.323 vistas recientes
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Nivel intermedio
Beginning algebra and basic function graphing.
Aprox. 8 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
Qué aprenderás
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 obtendrás
- Integrals
- Derivatives
- Algebra
- Matrix Algebra
- Numerical Analysis
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Nivel intermedio
Beginning algebra and basic function graphing.
Aprox. 8 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
ofrecido por
Universidad de Colorado en 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.
Comienza a trabajar para obtener tu maestría
Este curso está relacionado con Master of Science in Data Science 100 % en línea de Universidad de Colorado en Boulder. Te proporcionará una vista previa de los temas, materiales e instructores para que puedas decidir si el programa de título de grado totalmente en línea es adecuado para ti.
Programa - Qué aprenderás en este curso
3 horas para completar
Functions and Algebra Review
Review of algebra concepts including functions and logarithms
3 horas para completar
9 videos (Total 40 minutos)
1 hora para completar
Induction Proofs, Limits and Continuity
Simple induction proofs and limits at infinity for functions
1 hora para completar
4 videos (Total 18 minutos)
1 hora para completar
Definition of a Derivative
What is a derivative? Calculate simple derivatives from the definition of a derivative.
1 hora para completar
4 videos (Total 17 minutos)
1 hora para completar
Product and Chain Rule
Use the product and chain rules to calculate the derivatives of more complicated functions.
1 hora para completar
4 videos (Total 17 minutos)
Reseñas
- 5 stars66,66 %
- 4 stars13,33 %
- 3 stars6,66 %
- 1 star13,33 %
Principales reseñas sobre ALGEBRA AND DIFFERENTIAL CALCULUS FOR DATA SCIENCE
por DG18 de may. 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.
Acerca de Programa especializado: 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.
Preguntas Frecuentes
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