Search results for "Cloud Computing"

Generative Adversarial Networks with Python

Generative Adversarial Networks with Python

Generative Adversarial Networks with Python Deep Learning Generative Models for Image Synthesis and Image Translation …so, What are Generative Adversarial Networks? Generative Adversarial Networks, or GANs, are a deep-learning-based generative model. More generally, GANs are a model architecture for training a generative model, and it is most common to use deep learning models in this […]

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Deep Learning for Computer Vision

Deep Learning for Computer Vision

Deep Learning for Computer Vision Image Classification, Object Detection, and Face Recognition in Python …why deep learning? Traditionally, Computer Vision is REALLY HARD We are awash in images: photographs, videos, YouTube, Instagram, and increasingly from live video. Computer Vision, often shortened to CV, is defined as a field of study that seeks to develop techniques […]

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Practical Recommendations for Deep Learning Neural Network Practitioners

Recommendations for Deep Learning Neural Network Practitioners

Deep learning neural networks are relatively straightforward to define and train given the wide adoption of open source libraries. Nevertheless, neural networks remain challenging to configure and train. In his 2012 paper titled “Practical Recommendations for Gradient-Based Training of Deep Architectures” published as a preprint and a chapter of the popular 2012 book “Neural Networks: […]

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XGBoost With Python

XGBoost With Python

XGBoost With Python Discover The Algorithm That Is Winning Machine Learning Competitions Why Is XGBoost So Powerful?… the secret is its “speed” and “model performance” The Gradient Boosting algorithm has been around since 1999. So why is it so popular right now? The reason is that we now have machines fast enough and enough data […]

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Choosing Machine Learning Algorithms

Choosing Machine Learning Algorithms: Lessons from Microsoft Azure

Microsoft recently launched support for machine learning in their Azure cloud computing platform. Buried in some of their technical documentation for the platform are some resources that you may find useful for thinking about what machine learning algorithm to use in different situations. In this post we take a look at the Microsoft recommendations for […]

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BigML Sunburst Visualization

BigML Review: Discover the Clever Features in This Machine Learning as a Service Platform

Machine Learning has been commoditized into a service. This is a recent trend that looks like it will develop into the mainstream like commoditized storage and virtualization. It is the natural next step. In this review you will learn about BigML that provides commoditized machine learning as a service for business analysts and application integration. […]

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