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Regression Modeling Fundamentals
by Jordan Bakerman- 4.8
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Approx. 12 hours to complete
This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression. Follow These Instructions to Set Up Data for This Course Approaches to Selecting Models Practice: Using PROC FREQ to Examine Distributions...
Responsive Website Tutorial and Examples
by Dr Matthew Yee-King , Dr Mick Grierson- 4.2
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Approx. 24 hours to complete
We will show you how to build sites that provide precisely this functionality, using Meteor. We will also provide fully working example application code that you can use for your own commercial web projects. An interactive, online graffiti wall where users can collaborate to create graphics. An interactive data visualisation platform for exploring and plotting big data in exciting ways....
Advanced Styling with Responsive Design
by Colleen van Lent, Ph.D. , Charles Russell Severance- 4.7
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Approx. 12 hours to complete
It used to be the case that everyone viewed webpages on about the same size screen. But with the explosion of the use of smartphones to access the Internet, the landscape of design has completely changed. Introduction to Responsive Design Code With Me: Fluid Measurements OPTIONAL - More resources for learning to debug/develop...
Advanced Computer Vision with TensorFlow
by Laurence Moroney , Eddy Shyu- 4.8
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Approx. 24 hours to complete
Apply transfer learning to object localization and detection. This Specialization is for early and mid-career software and machine learning engineers with a foundational understanding of TensorFlow who are looking to expand their knowledge and skill set by learning advanced TensorFlow features to build powerful models. Welcome to Course 3 ResNet50 in code Network architecture for Object Localization...
Natural Language Processing with Sequence Models
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.5
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Approx. 22 hours to complete
a) Train a neural network with GLoVe word embeddings to perform sentiment analysis of tweets, Neural Networks for Sentiment Analysis Neural Networks for Sentiment Analysis Neural Networks for Sentiment Analysis Reading: (Optional) Trax and JAX, docs and code How to Refresh your Workspace Recurrent Neural Networks for Language Modeling Cost Function for RNNs...
iOS Persistence and Core Data
by Fernando Rodriguez , Eden Shapiro , Kate Rotondo- 0.0
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Approx. 2 months
It is also important for your apps to maintain state when they are turned off. Learn how to store app data to your device using three common techniques: NSUserDefaults, Sandbox, and Core Data. Use the stack to manage model object creation and deletion. lesson 5 Simpler Code with Core Data Enable user interfaces to reactively update whenever the model changes....
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Portfolio and Risk Management
by Ramabhadran Thirumalai- 4.5
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Approx. 9 hours to complete
This course presents an overview of the basic concepts and techniques used to construct financial portfolios. You will learn about the investment process and get a very good understanding of economic, industry, and company analyses. Finally, you will learn how to measure performance of equity, bonds and hedge funds. Introduction to Time Value of Money...
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Mathematical Thinking in Computer Science
by Alexander S. Kulikov , Michael Levin , Владимир Подольский- 4.4
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Approx. 40 hours to complete
In this course, we will learn the most important tools used in discrete mathematics: induction, recursion, logic, invariants, examples, optimality. , we expect you to know what is a square or how to add fractions), common sense and curiosity. How to Find an Example? How to Pick Socks Bonus Track: Algorithm for 15-Puzzle...
Developing Applications with SQL, Databases, and Django
by Yan Luo , Rav Ahuja- 4.8
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Approx. 15 hours to complete
Data is stored in various databases, either on-premise or on the cloud, and developers will need to learn how to talk to them via programming languages. You will learn the basics of SQL, a simple and powerful programming language for querying and managing data. - Compose SQL queries to insert, select, update, delete data in a database...
Seismic tomography: look inside the Earth
by Ivan Koulakov- 4.8
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Approx. 11 hours to complete
We will speak about the use of seismic tomography and its mathematical base, we’ll learn about earthquakes and find out how they start, also we’ll conduct some experiments and go on an expedition to Kamchatka. How did people learn to measure earthquakes? Earthquakes: trouble for people, but precise tool for scientists to study the Earth....
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