Search result for Vector calculus Online Courses & Certifications
FollowFilter ![]()
Filter ![]()
Showing 39 courses
By Category ![]()
By Subject![]()
By Language![]()
By Duration![]()
By Price![]()
Get Course Alerts by Email
Electrodynamics: An Introduction
by Seungbum Hong- 4.7
-
![]()
![]()
![]()
![]()
![]()
Approx. 13 hours to complete
Within these lecture notes, we review vector calculus and explain how to use fields to visualize the topics we cover. Introduction to Differential Calculus of Vector Fields Introduction to Vector Integral Calculus...
Mathematical and Computational Methods
by James Freericks- 0.0
-
![]()
![]()
![]()
![]()
![]()
18 Weeks
Be able to apply techniques of calculus (learned in the first three semesters of a calculus sequence) to solve problems that arise in physics. Compute the curl or divergence of a vector field and the gradient of a scalar function Use calculus of residues to solve integrals...
$249
Machine Learning and AI: Support Vector Machines in Python
by Lazy Programmer Inc.- 4.6
-
![]()
![]()
![]()
![]()
![]()
9 hours on-demand video
Support Vector Machines (SVM) are one of the most powerful machine learning models around, and this topic has been one that students have requested ever since I started making courses. These days, everyone seems to be talking about deep learning, but in fact there was a time when support vector machines were seen as superior to neural networks....
$16.99
A-level Mathematics for Year 13 - Course 2: General Motion, Moments and Equilibrium, The Normal Distribution, Vectors, Differentiation Methods, Integration Methods and Differential Equations
by Philip Ramsden , Phil Chaffe- 0.0
-
![]()
![]()
![]()
![]()
![]()
7 Weeks
Use calculus in kinematics for motion in a straight line Use differentiation and integration of a vector with respect to time for motion in two dimensions Perform the algebraic operations of vector addition and multiplication by scalars Apply vector calculations to problems in pure mathematics...
$49
Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
-
![]()
![]()
![]()
![]()
![]()
Approx. 18 hours to complete
, matrix and vector algebra, linear independence, basis) Basic background in multivariate calculus (e. Vector spaces...
Mathematical Foundations of Machine Learning
by Dr Jon Krohn- 4.5
-
![]()
![]()
![]()
![]()
![]()
15.5 hours on-demand video
Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch Partial-Derivative Calculus Integral Calculus How to apply all of the essential vector and matrix operations for machine learning and data science Appreciate how calculus works, from first principles, via interactive code demos in Python Use integral calculus to determine the area under any given curve...
$17.99
Computer Vision Basics
by Radhakrishna Dasari , Junsong Yuan- 4.2
-
![]()
![]()
![]()
![]()
![]()
Approx. 13 hours to complete
Learners should also be familiar with the following: basic linear algebra (matrix vector operations and notation), 3D co-ordinate systems and transformations, basic calculus (derivatives and integration) and basic probability (random variables). Calculus...
Related searches
Machine Learning 2020: Complete Maths for Machine Learning
by Jitesh Khurkhuriya- 4.1
-
![]()
![]()
![]()
![]()
![]()
2.5 hours on-demand video
Calculus It is said that without calculus and differential equations, Machine Learning would have never been possible. I will also explain with an example, how machine learning algorithms use calculus for optimization. We will see, right from the foundations of Vectors, Vector Arithmetic, Matrices and various arithmetic operations on them....
$11.99
The Finite Element Method for Problems in Physics
by Krishna Garikipati, Ph.D.- 4.6
-
![]()
![]()
![]()
![]()
![]()
Approx. 61 hours to complete
in vector unknowns (linearized elasticity). The matrix vector weak form, continued further - I...
First Steps in Linear Algebra for Machine Learning
by Dmitri Piontkovski , Vsevolod L. Chernyshev- 4.1
-
![]()
![]()
![]()
![]()
![]()
Approx. 21 hours to complete
You will learn the fundamentals of working with data in vector and matrix form, acquire skills for solving systems of linear algebraic equations and finding the basic matrix decompositions and general understanding of their applicability. Linear Algebra and Calculus Axioms of vector spaces: first application Examples of vector spaces Dimension of a vector space...
Previous
