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Convolutional Neural Networks

$49.00

This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging from safe autonomous driving, to accurate face recognition, to automatic reading of radiology images. read more...

Mathematics for Machine Learning: Linear Algebra
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Mathematics for Machine Learning: Linear Algebra

$49.00

In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems. read more...

Mathematics for Machine Learning: Multivariate Calculus
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Mathematics for Machine Learning: Multivariate Calculus

$49.00

This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the "rise over run" formulation of a slope, before converting this to the formal definition of the gradient of a function. read more...

Mathematics for Machine Learning: PCA
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Mathematics for Machine Learning: PCA

$69.00

This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. read more...

Neural Networks and Deep Learning
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Neural Networks and Deep Learning

$49.00

If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. read more...

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Science of Exercise

$49.00

Learners who complete Science of Exercise will have an improved physiological understanding of how your body responds to exercise, and will be able to identify behaviors, choices, and environments that impact your health and training.read more...

Sequence Models
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Sequence Models

$69.00

This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications in speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and many others. read more...

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Writing in the Sciences

$79.00

This course teaches scientists to become more effective writers, using practical examples and exercises. read more...