Search result for Mathematical foundations Online Courses & Certifications
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Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
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Approx. 18 hours to complete
This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. At the end of this course, you'll be familiar with important mathematical concepts and you can implement PCA all by yourself. Implement mathematical concepts using real-world data...
Mathematics for economists
by Kirill Bukin- 4.1
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Approx. 26 hours to complete
It gives students skills for implementation of the mathematical knowledge and expertise to the problems of economics. Its prerequisites are both the knowledge of the single variable calculus and the foundations of linear algebra including operations on matrices and the general theory of systems of simultaneous equations....
Mathematics for Computer Science
by Omar Karakchi , Dr Matthew Yee-King- 4.1
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Approx. 38 hours to complete
This is designed to give you part of the mathematical foundations needed to work in computer science in any of its strands, from business to visual digital arts, music, games....
Master Discrete Mathematics: Sets, Math Logic, and More
by Grant Hall- 4.6
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7 hours on-demand video
This Master Discrete Math Course includes over 30 lectures that will introduce students to many topics including sets and their properties, advanced counting techniques (combinations/permutations), mathematical logic, and graph theory. Mathematical Logic: After this course students students will understand mathematical logic and truth tables. Mathematical Proofs: Students will learn the foundations of writing mathematical proofs....
$16.99
Signals, Systems, and Learning
by Richard G. Baraniuk- 0.0
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8 Weeks
Learn the mathematical backbone of data science. Signals, systems, and transforms: from their theoretical mathematical foundations, to practical implementation in circuits and computer algorithms, to machine learning algorithms that convert signals into inferences. While data science tools are more readily available now than ever before, properly using these tools requires a mathematical understanding of the algorithms within....
$249
Signals, Systems, and Learning
by Richard G. Baraniuk- 0.0
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8 Weeks
Learn the mathematical backbone of data science. Signals, systems, and transforms: from their theoretical mathematical foundations, to practical implementation in circuits and computer algorithms, to machine learning algorithms that convert signals into inferences. While data science tools are more readily available now than ever before, properly using these tools requires a mathematical understanding of the algorithms within....
$249
Robotics Foundations I - Robot Modeling
by Bruno Siciliano- 0.0
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8 Weeks
This course explores the robotics foundations for modelling of robot manipulators. As such, the full scope of robotics lies at the intersection of mechanics, electronics, signal processing, control engineering, computing, and mathematical modeling. Robotics foundations are dealt with in this two-part course....
$60
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Machine Learning 2020: Complete Maths for Machine Learning
by Jitesh Khurkhuriya- 4.1
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2.5 hours on-demand video
In this course, we will cover right from the foundations of Algebraic Equations, Linear Algebra, Calculus including Gradient using Single and Double order derivatives, Vectors, Matrices, Probability and much more. Algebra Foundations We will see, right from the foundations of Vectors, Vector Arithmetic, Matrices and various arithmetic operations on them....
$11.99
Mathematical Methods for Quantitative Finance
by Paul F. Mende , Egor Matveyev- 0.0
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12 Weeks
Learn the mathematical foundations essential for financial engineering and quantitative finance: linear algebra, optimization, probability, stochastic processes, statistics, and applied computational techniques in R....
$450
Physical Basics of Quantum Computing
by Kirill S. Tikhonov , Tatiana Yu. Golubeva , Evgenii Vashukevich , Ivan Vybornyi- 4
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Approx. 10 hours to complete
Quantum information and quantum computations is a new, rapidly developing branch of physics that has arisen from quantum mechanics, mathematical physics and classical information theory. The first part (Modules 1-2) focuses on the mathematical apparatus and the foundations of Quantum Mechanics. In Module 2 we focus on the phenomenon of quantum entanglement and the mathematical description of entangled physical systems....
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