Category: Keras

Mastering Machine Learning Algorithms Second Edition

Mastering Machine Learning Algorithms Second Edition

10 months ago Artificial Intelligence Books Data Science Deep Learning Keras Machine Learning Machine Learning Algorithms Addenda Neural networks Python Scikit-Fuzzy Scikit-Learn Tensorflow Tensorflow No Comments
Machine learning is a subset of artificial intelligence that aims to make modern-day computer systems more intelligent. The real power of machine learning lies in its algorithms, which make even the most difficult things capable of being handled by machines. Mastering Machine Learning Algorithms, Second Edition helps you harness the…

Machine Learning Algorithms – Second Edition

08/28/2018 Artificial Intelligence Books Convnet Data Science Deep Learning Keras Machine Learning Machine Learning Algorithms Addenda Neural networks NLP Python Scikit-Learn Spark Tensorflow Tensorflow No Comments
The second edition (fully revised, extended, and updated) of Machine Learning Algorithms has been published today and will be soon available through all channels. From the back cover: Machine learning has gained tremendous popularity for its powerful and fast predictions through large datasets. However, the true forces behind its powerful…

Mastering Machine Learning Algorithms

05/24/2018 Artificial Intelligence Convnet Deep Learning Keras Machine Learning Machine Learning Algorithms Addenda Neural networks Python Scikit-Fuzzy Scikit-Learn Tensorflow Tensorflow No Comments
Today I’ve published my latest book “Mastering Machine Learning Algorithms” (in a few days it will be available on all channels). From the back cover: Machine learning is a subset of AI that aims to make modern-day computer systems smarter and more intelligent. The real power of machine learning resides…

An annotated path to start with Machine Learning

09/09/2017 Artificial Intelligence Deep Learning Generic Keras Machine Learning Neural networks Python Scikit-Learn Tensorflow Theano 2 Comments
“Do not worry about your difficulties in Mathematics. I can assure you mine are still greater.” (A. Einstein)   Machine Learning is becoming more and more widespread and, day after day, new computer scientists and engineers begin their long jump into this wonderful world. Unfortunately, the number of theories, algorithms, applications,…

Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Networks

08/07/2017 Convnet Deep Learning Generic Keras Neural networks NLP Python Tensorflow 64 Comments
Fork Word2Vec (https://code.google.com/archive/p/word2vec/) offers a very interesting alternative to classical NLP based on term-frequency matrices. In particular, as each word is embedded into a high-dimensional vector, it’s possible to consider a sentence like a sequence of points that determine an implicit geometry. For this reason, the idea of considering 1D…

Keras-based Deepdream experiment based on VGG19

07/09/2017 Convnet Deep Learning Keras Machine Learning Python Tensorflow Tensorflow Theano No Comments
Fork I’ve just published a repository (https://github.com/giuseppebonaccorso/keras_deepdream) with a Jupyter notebook containing a Deepdream (https://github.com/google/deepdream) experiment created with Keras and a pre-trained VGG19 convolutional network. The experiment (which is a work in progress) is based on some suggestions provided by the Deepdream team in this blog post but works in a slightly different…

Keras-based Neural Artistic Style Transfer

05/17/2017 Artificial Intelligence Convnet Deep Learning Keras Machine Learning Neural networks Python Tensorflow Theano No Comments
Fork I’ve just moved my Keras-based Neural Artistic Style Transfer GIST to a dedicated repository: https://github.com/giuseppebonaccorso/Neural_Artistic_Style_Transfer. Please refer always to it because the GIST is not more maintained. See also: Neural artistic style transfer experiments with Keras – Giuseppe Bonaccorso Artistic style transfer using neural networks is a technique proposed by…