Category: Artificial Intelligence

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…

Recommendations and User-Profiling from Implicit Feedbacks

07/10/2018 Artificial Intelligence Convnet Data Science Deep Learning Machine Learning Neural networks NLP Scikit-Learn 2 Comments
Recommendations and Feedbacks The vast majority of B2C services are quickly discovering the strategic importance of solid recommendation engines to improve the conversion rates and an establish a stronger fidelity with the customers. The most common strategies are based [3] on the segmentation of users according to their personal features…

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…

Hetero-Associative Memories for Non Experts: How “Stories” are memorized with Image-associations

12/31/2017 Artificial Intelligence Computational Neuroscience Convnet Deep Learning Generic Machine Learning Neural networks Philosophy of Mind Tensorflow Tensorflow 4 Comments
Think about walking along a beach. The radio of a small kiosk-bar is turned-on and a local DJ announces an 80’s song. Immediately, the image of a car comes to your mind. It’s your first car, a second-hand blue spider. While listening to the same song, you drove your girlfriend…

A glimpse into the Self-Organizing Maps (SOM)

10/22/2017 Artificial Intelligence Computational Neuroscience Machine Learning Machine Learning Algorithms Addenda Neural networks Python No Comments
Self-Organizing Maps (SOM) are neural structures proposed for the first time by the computer scientist T. Kohonen in the late 1980s (that’s why they are also known as Kohonen Networks). Their peculiarities are the ability to auto-cluster data according to the topological features of the samples and the approach to…

ML Algorithms addendum: Passive Aggressive Algorithms

10/06/2017 Artificial Intelligence Generic Machine Learning Machine Learning Algorithms Addenda Python Scikit-Learn 4 Comments
Passive Aggressive Algorithms are a family of online learning algorithms (for both classification and regression) proposed by Crammer at al. The idea is very simple and their performance has been proofed to be superior to many other alternative methods like Online Perceptron and MIRA (see the original paper in the…