Chapter 1, High-Performance Machine Learning – NumPy, features your first machine learning algorithm with support vector machines. We distinguish between classification (what type?) and regression […]
This book is about how to train and use deep learning models or deep neural networks in the R programming language and environment. This book […]
Machine learning is an integral part of many commercial applications and research projects today, in areas ranging from medical diagnosis and treatment to finding your […]
Through exposure to the news and social media, you are probably aware of the fact that machine learning has become one of the most exciting […]
Through exposure to the news and social media, you are probably very familiar with the fact that machine learning has become one of the most […]
With an increasing interest in AI around the world, deep learning has attracted a great deal of public attention. Every day, deep-learning algorithms are used […]
Deep learning is revolutionizing a wide range of industries. For many applications, deep learning has proven to outperform humans by making faster and more accurate […]
So, you want to learn programming. Welcome to one of the great adventures of the twenty-first century. Programming requires little in the way of specialized […]
Machine learning and predictive analytics are becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace .It is one of the […]
Giving Computers the Ability to Learn from Data Training Machine Learning Algorithms for Classification A Tour of Machine Learning Classifiers Using Scikit-learn Building Good Training […]
Pro Deep Learning with TensorFlow is a practical and mathematical guide to deep learning using TensorFlow. Deep learning is a branch of machine learning where […]
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of […]
This book grew out of a set of course notes for a neural networks module given as part of a Masters degree in “Intelligent Systems”. […]
This is a book about Natural Language Processing. By “natural language” we mean a language that is used for everyday communication by humans; languages such […]
Welcome to the Amazon Machine Learning Developer Guide. Amazon Machine Learning (Amazon ML) is a robust, cloud-based service that makes it easy for developers of […]
IntroductionWith the ever increasing amounts of data in electronic form, the need for automated methods for data analysis continues to grow. The goal of machine […]
Suppose you want to predict whether tomorrow will be a sunny or rainy day. You can develop an algorithm that is based on the current […]
With an increasing interest in AI around the world, deep learning has attracted a great deal of public attention. Every day, deep learning algorithms are […]
Deep learning has taken artificial intelligence by storm and has infiltrated almost every business application. Because almost all content and transactions are now being recorded […]
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about […]
