Search result for Model optimization Online Courses & Certifications
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Machine Learning Using SAS Viya
by Jeff Thompson , Catherine Truxillo- 4.7
Approx. 35 hours to complete
In addition, a business case study is defined to guide participants through all steps of the analytical life cycle, from problem understanding to model deployment, through data preparation, feature selection, model training and validation, and model assessment. Improving the Decision Tree Model Optimizing the Complexity of a Decision Tree Model Numerical Optimization Methods in Model Studio...
Machine Learning for Accounting with Python
by Linden Lu- 0.0
Approx. 63 hours to complete
It also discusses model evaluation and model optimization. While Accounting Data Analytics with Python covers data understanding and data preparation in the data analytics process, this course covers the next two steps in the process, modeling and model evaluation. MODULE 4: MODEL EVALUATION MODULE 5: MODEL OPTIMIZATION 3 Introduction to Model Selection...
Data, Models and Decisions in Business Analytics
by Vineet Goyal , Costis Maglaras- 0.0
12 Weeks
In today’s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance. Optimization methods and software to solve decision problems under uncertainty in business applications...
$249
QlikSense Data Architect Masterclass
by Vertechs .IO- 4.6
6.5 hours on-demand video
You will build optimized associative data model using powerful ETL scripting and learn how to deal with complex data integration challenges. QlikSense data architect masterclass topics include: data connections, cleansing and transforming source data, resolving data model issues, optimization for performance, using QlikView Data Files (QVD) files and data model security....
$199.99
Reinforcement Learning in Finance
by Igor Halperin- 3.6
Approx. 17 hours to complete
- Apply their knowledge acquired in the course to a simple model for market dynamics that is obtained using reinforcement learning as the course project. Black-Scholes-Merton (BSM) Model BSM Model and Risk Discrete Time BSM Model MDP model for option pricing: Dynamic Programming Approach MDP model for option pricing - Reinforcement Learning approach...
Portfolio Management
by M Waterton- 0.0
2 hours on-demand video
It covers common stock return models , portfolio construction methods and optimization models, and capital markets more generally....
$12.99
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: Get the best out of your machine learning model Remove redundant features, which in return will reduce the time and complexity of your model...
$15.99
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Solving Algorithms for Discrete Optimization
by Prof. Jimmy Ho Man Lee , Prof. Peter James Stuckey- 4.8
Approx. 22 hours to complete
In this course, you will extend your understanding of how to solve challenging discrete optimization problems by learning more about the solving technologies that are used to solve them, and how a high-level model (written in MiniZinc) is transformed into a form that is executable by these underlying solvers. Welcome to Solving Algorithms for Discrete Optimization...
Machine Learning: Unsupervised Learning
by Charles Isbell , Michael Littman , Pushkar Kolhe- 0.0
Approx. 1 months
You will learn about and practice a variety of Unsupervised Learning approaches, including: randomized optimization, clustering, feature selection and transformation, and information theory. Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!...
Free
Queue Optimization
by Girijesh Pathak- 0.0
1 hour on-demand video
Optimization is one of the most important aspect of operations management. The course builds the queuing model in systematic way and creates some interesting decision situations....
$12.99