Search result for Optimization theory Online Courses & Certifications
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Machine Learning
by Michael Littman , Charles Isbell , Pushkar Kolhe- 0.0
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Approx. 4 months
lesson 1 Supervised Learning Machine Learning is the ROX Decision Trees Regression and Classification Neural Networks Instance-Based Learning Ensemble B&B Kernel Methods and Support Vector Machines (SVM)s Computational Learning Theory VC Dimensions Bayesian Learning Bayesian Inference lesson 2 Unsupervised Learning Randomized optimization Clustering Feature Selection Feature Transformation Information Theory lesson 3 Reinforcement Learning Markov Decision Processes Reinforcement Learning Game Theory...
Free
Optimization Methods for Business Analytics
by James Orlin , Khizar Qureshi- 0.0
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6 Weeks
Learn how to use optimization methodologies and modeling approaches to effectively analyze data. Optimization is the search for the best and most effective solution. In this mathematics course, we will examine optimization through a Business Analytics lens. The topics of the 2013 subject were optimization modeling, algorithms, and theory. 053x is optimization modeling....
$49
AI Academy #4: Learn Bio Inspired Optimization Methods A-Z
by Sobhan N.- 3.3
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2.5 hours on-demand video
Do you like to know the basic theory behind Genetic Algorithm Optimization Method? Do you like to know the basic theory behind Particle Swarm Optimization Method? In the 1st section you'll learn theory of Genetic Algorithm Optimization Method In the 5th section you'll learn theory of Particle Swarm Optimization Method...
$12.99
Artificial Intelligence #8 : Particle Swarm Optimization
by Sobhan N.- 3.1
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1.5 hours on-demand video
Learn how to solve optimization problem using Particle Swarm Optimization Method Do you like to know the basic theory behind Particle Swarm Optimization Method? In this course I want to learn you theory behind Particle Swarm Optimization Method. In the 1st section you'll learn theory of Particle Swarm Optimization Method...
$9.99
Artificial Intelligence #7 : Genetic Algorithm Optimization
by Sobhan N.- 2.6
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1 hour on-demand video
Learn how to solve optimization problem using Genetic Algorithm Optimization Method Do you like to know the basic theory behind Genetic Algorithm Optimization Method? In this course I want to learn you theory behind Genetic Algorithm Optimization Method. In the 1st section you'll learn theory of Genetic Algorithm Optimization Method...
$12.99
Foundations of Data Science
by Dinesh Kumar- 0.0
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7 Weeks
Learn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science. We will discuss important optimization techniques, and algorithms such as Gradient Descent, that play an important role in AI and ML model development. Describe the role of probability theory, optimization and linear algebra in the field of Artificial Intelligence....
$149
Machine Learning: Unsupervised Learning
by Charles Isbell , Michael Littman , Pushkar Kolhe- 0.0
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Approx. 1 months
Usefulness lesson 4 Feature Transformation Feature Transformation Words like Tesla Principal Components Analysis Independent Components Analysis Cocktail Party Problem Matrix Alternatives lesson 5 Information Theory History -Sending a Message Expected size of the message Information between two variables Mutual information Two Independent Coins Two Dependent Coins Kullback Leibler Divergence lesson 6 Unsupervised Learning Project...
Free
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Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
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8 Weeks
This course concentrates on recognizing and solving convex optimization problems that arise in applications. The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learn...
Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
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8 Weeks
This course concentrates on recognizing and solving convex optimization problems that arise in applications. This course concentrates on recognizing and solving convex optimization problems that arise in applications. He has previously taught Convex Optimization (EE 364A) at Stanford University and holds a B. How to recognize convex optimization problems that arise in applications....
Search Engine Optimization Complete Specialization Course
by Khushank Raj Mahawan- 3.9
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3.5 hours on-demand video
The course cover everything from theory to practical with case studies and examples. On-page optimization Off-page Optimization...
$14.99
