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Regression Models
by Brian Caffo, PhD , Roger D. Peng, PhD , Jeff Leek, PhD- 4.4
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Approx. 54 hours to complete
Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. Special cases of the regression model, ANOVA and ANCOVA will be covered as well. Where to get more advanced material...
Light Emitting Diodes and Semiconductor Lasers
by Juliet Gopinath- 0.0
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Approx. 16 hours to complete
This course can also be taken for academic credit as ECEA 5605, part of CU Boulder’s Master of Science in Electrical Engineering degree. Examples of Radiative Transition Rates in Direct and Indirect Gap Semiconductors advanced semiconductor laser design principles Advanced Semiconductor Laser Design Principles Quantum Effects and Density of States, Part I...
Build Basic Generative Adversarial Networks (GANs)
by Sharon Zhou , Eda Zhou , Eric Zelikman- 4.7
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Approx. 31 hours to complete
- Understand the intuition behind the fundamental components of GANs - Build conditional GANs capable of generating examples from determined categories This Specialization provides an accessible pathway for all levels of learners looking to break into the GANs space or apply GANs to their own projects, even without prior familiarity with advanced math and machine learning research....
Complete Python 3 Programming Bootcamp: Beginner to Advanced
by Code Star Academy- 4.5
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20 hours on-demand video
Learn Python Programming from Beginner to Advanced Level! Go from Zero to Hero in Python with Hundreds of Examples! Each section of the course is linked to the previous one in terms of utilizing what was already learned and each topic is supplied with lots of examples that will help students in their process of learning....
$16.99
Introduction To Swift Programming
by Parham Aarabi- 3.9
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Approx. 8 hours to complete
By the end of this first course you will be able to demonstrate intermediate application of programming in Swift, the powerful new programming language for iOS. While we are aware of hacks and workarounds for running Mac in a virtual machine on windows we do not recommended a PC. Overview of Projects...
Feature Engineering
by Google Cloud Training- 4.5
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Approx. 18 hours to complete
Want to know how you can improve the accuracy of your ML models? An Overview of Feature Engineering Features Should Have Enough Examples Lab Intro: Too Much of a Good Thing Lab Solution: Too Much of a Good Thing Lab Intro: Advanced Feature Engineering in BQML Lab Intro: Advanced Feature Engineering in Keras...
Advanced SQL : SQL Expert Certification Preparation Course
by Oracle Master Training • 100,000+ Students Worldwide- 4.5
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13 hours on-demand video
Complete Your Oracle SQL Knowledge From Intermediate to Advanced Level and Become a Database SQL Expert in Oracle! Creating and Using Advanced Subqueries Advanced Data Manipulation Writing Advanced Scripts Hundreds of Examples All the advanced subjects that you need for SQL Expert Certification Learn Advanced SQL Query with Hundreds of Examples!...
$19.99
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A Scientific Approach to Innovation Management
by Alfonso Gambardella , Arnaldo Camuffo , Chiara Spina- 4.6
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Approx. 14 hours to complete
We will also show the implications of a scientific approach to innovation management through a wide range of examples and case studies. The structure of the innovation decision Interactive tour of the Museum of Failure Antecedents of the Scientific Approach Design and logic of hypothesis testing (download the attached datasets) The use of experiments in innovation management...
Developing AR/VR/MR/XR Apps with WebXR, Unity & Unreal
by Michael Nebeling- 4.2
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Approx. 30 hours to complete
This third course in the XR for Everybody specialization is geared toward the technical development of XR experiences. The course provides learners with a more technical mental model of XR technologies and the tools to approach XR development with confidence. Module 1 of 4: XR Development Approaches Module 2 of 4: Developing VR Applications...
Calculus through Data & Modeling: Limits & Derivatives
by Joseph W. Cutrone, PhDTop Instructor- 4.8
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Approx. 10 hours to complete
This first course on concepts of single variable calculus will introduce the notions of limits of a function to define the derivative of a function. In mathematics, the derivative measures the sensitivity to change of the function. Notes: The Limit of a Function Examples Using the Limit Definition of the Derivative...
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