by Chandramani Tiwary
In the past few years the generation of data and our capability to store and process it has grown exponentially. There is a need for scalable analytics frameworks and people with the right skills to get the information needed from this Big Data. Apache Mahout is one of the first and most prominent Big Data machine learning platforms. It implements machine learning algorithms on top of distributed processing...
Price: $44.99 | Publisher: Packt Publishing | Release: 2015
by Mike Frampton
Apache Spark is an in-memory cluster based parallel processing system that provides a wide range of functionality like graph processing, machine learning, stream processing and SQL. It operates at unprecedented speeds, is easy to use and offers a rich set of data transformations.This book aims to take your limited knowledge of Spark to the next level by teaching you how to expand Spark functionality. The bo...
Price: $43.99 | Publisher: Packt Publishing | Release: 2015
Mastering Python Data Visualization 
by Kirthi Raman
Python has a handful of open source libraries for numerical computations involving optimization, linear algebra, integration, interpolation, and other special functions using array objects, machine learning, data mining, and plotting. Pandas have a productive environment for data analysis. These libraries have a specific purpose and play an important role in the research into diverse domains including econo...
Price: $54.38 | Publisher: Packt Publishing | Release: 2015
Mastering Probabilistic Graphical Models Using Python
by Ankur Ankan, Abinash Panda
Probabilistic graphical models is a technique in machine learning that uses the concepts of graph theory to concisely represent and optimally predict values in our data problems. Graphical models gives us techniques to find complex patterns in the data and are widely used in the field of speech recognition, information extraction, image segmentation, and modeling gene regulatory networks. This book starts w...
Price: $44.99 | Publisher: Packt Publishing | Release: 2015
Mastering Social Media Mining with R
by Sharan Kumar Ravindran, Vikram Garg
With an increase in the number of users on the web, the content generated has increased substantially, bringing in the need to gain insights into the untapped gold mine that is social media data. For computational statistics, R has an advantage over other languages in providing readily-available data extraction and transformation packages, making it easier to carry out your ETL tasks. Along with this, its d...
Price: $24.88 | Publisher: Packt Publishing | Release: 2015
by Nitin Hardeniya
Natural Language Processing (NLP) is the field of artificial intelligence and computational linguistics that deals with the interactions between computers and human languages. With the instances of human-computer interaction increasing, it's becoming imperative for computers to comprehend all major natural languages. Natural Language Toolkit (NLTK) is one such powerful and robust tool.You start with an...
Price: $29.99 | Publisher: Packt Publishing | Release: 2015
by Amit Nandi
Looking for a cluster computing system that provides high-level APIs? Apache Spark is your answer - an open source, fast, and general purpose cluster computing system. Spark's multi-stage memory primitives provide performance up to 100 times faster than Hadoop, and it is also well-suited for machine learning algorithms.Are you a Python developer inclined to work with Spark engine? If so, this book will...
Price: $39.99 | Publisher: Packt Publishing | Release: 2015
Predictive Analytics with Microsoft Azure Machine Learning
by Roger Barga, Valentine Fontama, Wee Hyong Tok
Data Science and Machine Learning are in high demand, as customers are increasingly looking for ways to glean insights from all their data. More customers now realize that Business Intelligence is not enough as the volume, speed and complexity of data now defy traditional analytics tools. While Business Intelligence addresses descriptive and diagnostic analysis, Data Science unlocks new opportunities throug...
Price: $24.59 | Publisher: Apress | Release: 2014
by Akhil Wali
Clojure for Machine Learning is an introduction to machine learning techniques and algorithms. This book demonstrates how you can apply these techniques to real-world problems using the Clojure programming language.It explores many machine learning techniques and also describes how to use Clojure to build machine learning systems. This book starts off by introducing the simple machine learning problems of r...
Price: $29.99 | Publisher: Packt Publishing | Release: 2014
by Patrick R. Nicolas
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies.The book begins with an introduction to the functional capabilities of the Scala programming language that are cr...
Price: $59.99 | Publisher: Packt Publishing | Release: 2014