Deep Learning

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Deep Learning Methods for Healthcare (Coursera)

This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large project.

Health Data Science Foundation (Coursera)

This course is intended for persons involved in machine learning who are interested in medical applications, or vice versa, medical professionals who are interested in the methods modern computer science has to offer to their field. We will cover health data analysis, different types of neural networks, as well [...]

Advanced Deep Learning Methods for Healthcare (Coursera)

This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large project.

IA para todos (Coursera)

IA não é apenas para engenheiros. Se quiser que sua organização se torne melhor no uso de IA, este é o curso que todos, especialmente aos seus colegas não técnicos, devem fazer.

Launching into Machine Learning en Français (Coursera)

May 23rd 2022
Launching into Machine Learning en Français (Coursera)
Course Auditing
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Effort
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À partir de l'histoire du machine learning, nous examinons les raisons pour lesquelles les réseaux de neurones fonctionnent si bien de nos jours dans différents problèmes liés à la science des données. Nous évoquons ensuite la façon d'aborder un problème d'apprentissage supervisé et le moyen d'y répondre en utilisant [...]

Object Localization with TensorFlow (Coursera)

May 23rd 2022
Object Localization with TensorFlow (Coursera)
Free Course
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Effort
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Welcome to this 2 hour long guided project on creating and training an Object Localization model with TensorFlow. In this guided project, we are going to use TensorFlow's Keras API to create a convolutional neural network which will be trained to classify as well as localize emojis in images. [...]

Generative Deep Learning with TensorFlow (Coursera)

May 23rd 2022
Generative Deep Learning with TensorFlow (Coursera)
Course Auditing
Categories
Effort
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In this course, you will: a) Learn neural style transfer using transfer learning: extract the content of an image (eg. swan), and the style of a painting (eg. cubist or impressionist), and combine the content and style into a new image; b) Build simple AutoEncoders on the familiar MNIST [...]

Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)

May 23rd 2022
Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)
Course Auditing
Categories
Effort
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There are numerous types of machine learning algorithms, each of which has certain characteristics that might make it more or less suitable for solving a particular problem. Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classification problems, but which have [...]

Probabilistic Deep Learning with TensorFlow 2 (Coursera)

Welcome to this course on Probabilistic Deep Learning with TensorFlow! This course builds on the foundational concepts and skills for TensorFlow taught in the first two courses in this specialisation, and focuses on the probabilistic approach to deep learning. This is an increasingly important area of deep learning [...]