Deep learning (also called neural networks) gives us tools to help improve the quality of life in big and small ways, and my sincere desire is to pass that along to you. By the end…
Graph theory is a well-studied discipline as are the ï¬Âelds of natural language processing and information retrieval. Traditionally, these areas of study have been perceived as…
This book shows in a new way that a solution to a fundamental problem from one scientiï¬Âc ï¬Âeld can help to ï¬Ând the solutions to important problems emerged in several…
Book oleh Hafsa Asad, Vishwesh Ravi Shrimali, and Nikhil Singh, 1 file
Computer Vision (CV) has become an important aspect of AI technology. From driverless cars to medical diagnostics and monitoring the health of crops to fraud detection in banking,…
This book provides an accessible introduction to Spark and Spark MLlib. However, this is not yet another book on the standard Spark MLlib algorithms. This book focuses on powerful…
Book oleh Javier Luraschi, Kevin Kuo, and Edgar Ruiz, 1 file
Apache Spark is a distributed computing platform built on extensibility: Spark’s APIs make it easy to combine input from many data sources and process it using diverse programming…
This monograph aims at providing an introduction to key concepts, algorithms, and theoretical results in machine learn- ing. The treatment concentrates on probabilistic models for…
Book oleh Shai Shalev-Shwartz and Shai Ben-David, 1 file
Machine learning is one of the fastest-growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorit…
The aim of this work is to present and describe in detail the algorithms to extract the knowledge hidden inside data using Python language, which allows us to read and easily under…
Stochastic Multiplayer Games: Theory and Algorithms Von der Fakultät für Mathematik, Informatik und Naturwissenschaften der RWTH Aachen University zur Erlangung des akademisc…
Book oleh Henri Casanova and Arnaud Legrand and Yves Robert, 1 file
Parallel computing has undergone a stunning evolution, with high points (e.g., being able to solve many of the grand-challenge computational problems outlined in the 80’s) and low…
serious data miners are often faced with thousands of candidate features for their prediction or classification application, with most of the features being of little or no value.…
Undergraduate Theses oleh Gianluca Mauro, Nicolo Valigi, 1 file
Most organizations that are just starting out in AI believe that the key to success lies in advanced algorithms or Big Data. Our consulting experience shows that this philosophy is…
The computational universe surrounding us is clearly quite different from that envisioned by the designers of the large mainframes of half a century ago. Even the subsequent most f…