Search result for Multivariate calculus Online Courses & Certifications
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Vector Calculus for Engineers
by Jeffrey R. Chasnov- 4.8
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Approx. 28 hours to complete
Vector Calculus for Engineers covers both basic theory and applications. Instead of Vector Calculus, some universities might call this course Multivariable or Multivariate Calculus or Calculus 3. Two semesters of single variable calculus (differentiation and integration) are a prerequisite. Vector Calculus Algebra...
Mathematics for Machine Learning: Multivariate Calculus
by Samuel J. Cooper , David Dye , A. Freddie Page- 4.7
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Approx. 18 hours to complete
This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We then start to build up a set of tools for making calculus easier and faster. Welcome to Multivariate Calculus Multivariate calculus Multivariate chain rule and its applications Multivariate chain rule More multivariate chain rule...
Analytic Combinatorics
by Robert Sedgewick- 4.6
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Approx. 17 hours to complete
Analytic Combinatorics teaches a calculus that enables precise quantitative predictions of large combinatorial structures. This course introduces the symbolic method to derive functional relations among ordinary, exponential, and multivariate generating functions, and methods in complex analysis for deriving accurate asymptotics from the GF equations....
Advanced Linear Models for Data Science 1: Least Squares
by Brian Caffo, PhD- 4.4
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Approx. 8 hours to complete
- A basic understanding of linear algebra and multivariate calculus....
Advanced Linear Models for Data Science 2: Statistical Linear Models
by Brian Caffo, PhD- 4.6
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Approx. 6 hours to complete
- A basic understanding of linear algebra and multivariate calculus. Multivariate expected values, the basics Multivariate variances and covariances Multivariate covariance and variance matrix operations The multivariate normal distribution Normals and multivariate normals Introduction to the multivariate normal the multivariate normal...
Calculus and Optimization for Machine Learning
by Anton Savostianov- 4
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Approx. 32 hours to complete
Hi! Our course aims to provide necessary background in Calculus sufficient for up-following Data Science courses. Later students are assumed to study limits (in case of sequences, single- and multivariate functions), differentiability (once again starting from single variable up to multiple cases), integration, thus sequentially building up a base for the basic optimisation. Multivariate Extrema...
Mathematical Foundation For Machine Learning and AI
by Eduonix Learning Solutions- 4.4
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4.5 hours on-demand video
mathematical theories: Linear Algebra, Multivariate Calculus and Multivariate Calculus – This is used to supplement the learning part of...
$9.99
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Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
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Approx. 18 hours to complete
Basic background in multivariate calculus (e. Multivariate chain rule...
Master MATLAB through Guided Problem Solving
by Tim Buchalka's Learn Programming Academy- 4.7
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38 hours on-demand video
Calculus and differential equations Univariate and multivariate time series cleaning and analysis...
$16.99
Unsupervised Machine Learning Hidden Markov Models in Python
by Lazy Programmer Team- 4.6
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9.5 hours on-demand video
calculus Be comfortable with the multivariate Gaussian distribution...
$29.99
