Search result for Optimization problems Online Courses & Certifications
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Financial Engineering and Risk Management Part II
by Martin Haugh , Garud Iyengar- 4.7
Approx. 17 hours to complete
The emphasis of FE & RM Part II will be on the use of simple stochastic models to (i) solve portfolio optimization problems (ii) price derivative securities in various asset classes including equities and credit and (iii) consider some advanced applications of financial engineering including algorithmic trading and the pricing of real options....
Sparse Representations in Signal and Image Processing: Fundamentals
by Michael Elad , Alona Golts- 0.0
5 Weeks
A series of theoretical problems arise in deploying this seemingly simple model to data sources, leading to fascinating new results in linear algebra, approximation theory, optimization, and machine learning....
$149
Simulation Analysis for Mechanical Engineers with Autodesk Fusion 360
by Autodesk- 4.8
Approx. 23 hours to complete
Using Shape Optimization to Drive a Design Defining common parameters for a shape optimization Detailing optimization criteria Reviewing a shape optimization study Design creation to match a shape optimization mesh Using Shape Optimization to Drive a Design resources...
Machine Learning Optimization Using Genetic Algorithm
by Curiosity for Data Science- 4.5
6.5 hours on-demand video
In this course, you will learn what hyperparameters are, what Genetic Algorithm is, and what hyperparameter optimization is. Hyperparameter optimization will be done on two datasets: You do not need to have a lot of knowledge and experience in optimization or Python programming - it helps, but not a must to succeed in this course....
$15.99
Citrix ADC 12 Essentials and Traffic Management | 1Y0-240
by Mayank Singh- 0.0
Optimization...
$12.99
Practical Predictive Analytics: Models and Methods
by Bill Howe- 4.1
Approx. 7 hours to complete
Explain and apply a core set of classification methods of increasing complexity (rules, trees, random forests), and associated optimization methods (gradient descent and variants) Optimization Optimization by Gradient Descent...
Digital Marketing and SEO for beginners in 4 weeks
by Abhirup Moitra- 4
33 mins on-demand video
You will also learn how to analyse the problems and take adequate steps to resolve them. This section includes Website analysis, code and image optimization and other technical details of SEO....
$11.99
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Quantum Computing: Theory to Simulation and Programming
by Vinay Phadnis- 4
4.5 hours on-demand video
QUBO is used to further formulate and solve problems like simulating the NOT gate on a Quantum Computer...
$14.99
Machine Learning
by John W. Paisley- 0.0
12 Weeks
In these problems the end goal less clear-cut than predicting an output based on a corresponding input. We will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data. Optimization and inference algorithms for model learning...
$249
Distributed Machine Learning with Apache Spark
by Ameet Talwalkar , Jon Bates- 0.0
4 Weeks
You will implement distributed algorithms for fundamental statistical models (linear regression, logistic regression, principal component analysis) while tackling key problems from domains such as online advertising and cognitive neuroscience....
$99