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Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
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Approx. 18 hours to complete
However, this type of abstract thinking, algebraic manipulation and programming is necessary if you want to understand and develop machine learning algorithms....
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 Learning Process...
Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. We will also see applications of Bayesian methods to deep learning and how to generate new images with it. Learning with priors GP for machine learning...
Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
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Approx. 17 hours to complete
Learning Outcomes: By the end of this course, you will be able to: -Compare and contrast supervised and unsupervised learning tasks. Important Update regarding the Machine Learning Specialization Learning LDA model via Gibbs sampling...
Machine Learning for Data Analysis
by Jen Rose , Lisa Dierker- 4.2
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Approx. 10 hours to complete
This course helps you do just that! Machine learning is the process of developing, testing, and applying predictive algorithms to achieve this goal. Make sure to familiarize yourself with course 3 of this specialization before diving into these machine learning concepts. Machine Learning and the Bias Variance Trade-Off...
Leading Ambitious Teaching and Learning
by Deborah Loewenberg Ball , Nell Duke , Liz Kolb , Elizabeth Birr Moje- 0.0
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6 Weeks
Learn why ambitious teaching and learning may be the key to global educational improvement and how to put it into practice. Want to explore ambitious teaching and how collaboration between students and teachers can lead to deeper learning and the development of 21st-century skills?...
$199
Service-Learning Pedagogy and Practice
by Grace Ngai 倪恩恩博士- 0.0
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4 Weeks
In this course, we have incorporated up-to-date theory, multimedia, and peer-to-peer interaction to bring our own expertise together with the benefits of collaborative learning to create an engaging instructional environment. • Design effective assessments of student learning in service-learning...
$99
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Deep Learning Fundamentals with Keras
by Alex Aklson- 0.0
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5 Weeks
Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using thepopular Keras library. What are deep learning libraries and how do they compare to one another? What are supervised and unsupervised deep learning models?...
$99
Using SAS Viya REST APIs with Python and R
by Jordan Bakerman , Ari Zitin- 0.0
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Approx. 18 hours to complete
You’ll learn how to create both machine learning and deep learning models to tackle a variety of data sets and complex problems. Machine Learning Machine Learning Quiz Deep Learning Demo: Deep Learning Sentiment Prediction Using the R API Demo: Deep Learning Sentiment Prediction Using the Python API Deep Learning Quiz Demo: Deep Learning Forecasting Using the R API...
The Future of Payment Technologies
by Robert Dittmar , Andrew Wu- 4.7
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Approx. 7 hours to complete
Fintech Innovations: Series Map and Learning Goals Learning from a Case Keep Learning with Michigan Online...
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