Search result for Learning optimization Online Courses & Certifications
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Introduction to TensorFlow
by Google Cloud Training- 4.4
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Approx. 19 hours to complete
x and Keras to build, train, and deploy machine learning models. We will introduce you to the Keras Sequential API and the Keras Functional API to show you how to create deep learning models. Our Jupyter Notebooks hands-on labs offer you the opportunity to build basic linear regression, basic logistic regression, and advanced logistic regression machine learning models....
Machine Learning
by Andrew NgTop Instructor- 4.9
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Approx. 61 hours to complete
Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI)....
2020 Complete Pyomo Bootcamp: Python Optimization Beginners
by Optimization Team- 4.3
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4 hours on-demand video
**Brand New For Oct 2020 - 2020 Complete Pyomo Bootcamp: Python Optimization Beginners Course on Udemy** …then you need a solid foundation in Optimization and operation research Python programming. Code your own optimization problem in Python (Pyomo package) . In this Optimization in Python from scratch course you will learn: How to mathematically formulate your optimization problems in Python?...
$11.99
Introduction to Machine Learning
by Lawrence Carin , David Carlson , Timothy Dunn , Kevin Liang- 4.7
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Approx. 26 hours to complete
This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc. Deep Learning Transfer Learning Limitations of Q Learning, and Introduction to Deep Q Learning Deep Q Learning Based on Images Connecting Deep Q Learning with Conventional Q Learning...
CompTIA Network+ Cert(N10-007): Monitoring & Troubleshooting
by John Wiley & Sons- 4.9
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4 hours on-demand video
Network monitoring and optimization Whether you are looking for the 'last minute review' or an introduction to the topic, this course is perfect for you! Focused, concise and easy to grasp, our bite-seized lessons are the perfect addition to your learning arsenal....
$12.99
Introduction to Genetic Algorithms: Theory and Applications
by Seyedali Mirjalili- 4.6
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7 hours on-demand video
Learn the main mechanisms of Genetic Algorithm as a heursitic Artificial Intalligence search or optimization in Matlab Obviously, the main focus will be on the Genetic Algorithm as the most well-regarded optimization algorithm in history. In such videos, the step-by-step process of implementing the optimization algorithms or problems are presented. Join 1000+ students and start your optimization journey with us....
$21.99
Machine Learning Using SAS Viya
by Jeff Thompson , Catherine Truxillo- 4.7
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Approx. 35 hours to complete
This course covers the theoretical foundation for different techniques associated with supervised machine learning models. Getting Started with Machine Learning using SAS® Viya® Machine Learning in SAS Viya SAS Viya Tools for SAS Visual Data Mining and Machine Learning Regularizing and Tuning the Hyperparameters of a Machine Learning Model Hyperparameter Optimization Methods Demo: Modifying the Learning and Optimization Parameters...
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Artificial Intelligence I: Optimization and Games in Java
by Holczer Balazs- 4.6
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7.5 hours on-demand video
This topic is getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking. Learning algorithms can recognize patterns which can help detecting cancer for example. basic optimization algorithms particle swarm optimization...
$16.99
Marketing Analytics
by Kamel Jedidi , Asim Ansari- 0.0
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12 Weeks
In this course, part of the Business Analytics MicroMasters program, discover how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact for:...
$249
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
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Approx. 20 hours to complete
In most cases, the ultimate goal of a machine learning project is to produce a model. You'll build multiple models to address each of these problems using the machine learning workflow you learned about in the previous course. Linear Regression in Machine Learning Hyperparameter Optimization Bayesian Optimization Local Optimization...
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