Search result for Mathematical algorithms Online Courses & Certifications
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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
Machine Learning uses mathematical implementation of the algorithms and without understanding the math behind it is like driving a car without knowing what kind of engine powers it. Almost all the Machine Learning algorithms use various functions for loss measurement or optimization. I will also explain with an example, how machine learning algorithms use calculus for optimization....
$11.99
LaTeX for Professional Publications
by Toni Farley- 4.5
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3 hours on-demand video
LaTeX allows you to manage references, figures, tables, footnotes, formatting, mathematical equations, algorithms, scientific proofs, and more in a programmatic fashion that provides benefits far exceeding that of word processing software....
$14.99
Multi-objective Optimization Problems and Algorithms
by Prof. Seyedali- 4.4
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4 hours on-demand video
How to handle multiple objectives using a wide range of optimization algorithms We start with the details and mathematical models of problems with multiple objectives. For the search methods, we will be using stochastic optimization algorithms including Particle Swarm Optimization and Genetic Algorithms. This means that we develop Multi-Objective Particle Swarm Optimization (MOPSO) and multi-Objective Genetic Algorithms (MOGA)....
$14.99
Projects in Machine Learning : Beginner To Professional
by Eduonix Learning Solutions- 3.5
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15.5 hours on-demand video
This course covers all the different algorithms that are required to simulate the right environment for your computer. However, the course does require you to have a mathematical background as machine learning relies heavily on mathematical concepts. The course covers a number of different machine learning algorithms such as supervised learning, unsupervised learning, reinforced learning and even neural networks....
$12.99
Optimization: principles and algorithms - Network and discrete optimization
by Michel Bierlaire- 0.0
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5 Weeks
Introduction to the mathematical concept of networks, and to two important optimization problems on networks: the transshipment problem and the shortest path problem. Networks: you will be introduced to the mathematical formalism of graphs and networks. Shortest path: you will learn about algorithms to find the shortest path in a network....
$49
Complete Python Machine Learning & Data Science for Dummies
by Abhilash Nelson- 4.1
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10.5 hours on-demand video
We learn and train ourselves by solving the most possible number of similar mathematical problems. It has tons of classes and features which perform the complex mathematical analysis and give solutions in simple one or two lines of code so that we don't have to be a statistic genius or mathematical Nerd to learn data science and machine learning....
$11.99
High Performance Scientific Computing with C
by Packt Publishing- 3.9
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2.5 hours on-demand video
It’s ideal for scientists, engineers, and programmers who need to model mathematical or physical systems. You’ll get a core toolkit of algorithms that can be used in a wide variety of applications, using the low-level capabilities of the C programming language....
$11.99
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Robotics Foundations I - Robot Modeling
by Bruno Siciliano- 0.0
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8 Weeks
As such, the full scope of robotics lies at the intersection of mechanics, electronics, signal processing, control engineering, computing, and mathematical modeling. The inverse kinematics algorithms...
$60
Animation and CGI Motion
by Eitan Grinspun- 0.0
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12 Weeks
To code your own physics simulator to master the fundamental algorithms for creating lifelike animations clothing, hair, liquids, rigid bodies and more! Formulation of mathematical models for mechanical systems...
$249
Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
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8 Weeks
Ernest Ryu is a PhD candidate in Computational and Mathematical Engineering at Stanford University. Madeleine Udell is a PhD candidate in Computational and Mathematical Engineering at Stanford University....
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