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Applied Machine Learning and AI for Engineers
Author Jeff Prosise
While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal loggi....
Release Date 2022/11 -
Applied Logistic Regression, 3rd Edition
Author Rodney X. Sturdivant , Stanley Lemeshow , David W. Hosmer , Jr.
A new edition of the definitive guide to logistic regression modeling for health science and other applicationsThis thoroughly expanded Third Edition provides an easily accessible introduction to the logistic regression (LR) model and highlights the power of this mo....
Release Date 2013/04 -
Applied Health Analytics and Informatics Using SAS
Author Joseph M. Woodside
Leverage health data into insight!Applied Health Analytics and Informatics Using SAS describes health anamatics, a result of the intersection of data analytics and health informatics. Healthcare systems generate nearly a third of the world’s data, and analytics ca....
Release Date 2018/11 -
Applied Econometrics Using the SAS® System
Author Vivek B. Ajmani
The first cutting-edge guide to using the SAS® system for the analysis of econometric dataApplied Econometrics Using the SAS® System is the first book of its kind to treat the analysis of basic econometric data using SAS®, one of the most commonly used software tool....
Release Date 2009/06 -
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks
Author Umberto Michelucci
Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural networks. You’ll begin by studying the activatio....
Release Date 2018/09 -
Author Umberto Michelucci
Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.This book is designed so tha....
Release Date 2022/03 -
Applied Deep Learning and Computer Vision for Self-Driving Cars
Author Sumit Ranjan , Dr. S. Senthamilarasu
Explore self-driving car technology using deep learning and artificial intelligence techniques and libraries such as TensorFlow, Keras, and OpenCVKey FeaturesBuild and train powerful neural network models to build an autonomous carImplement computer vision, deep learning,....
Release Date 2020/08 -
Applied Data Visualization with R and ggplot2
Author Dr. Tania Moulik
Develop informative and aesthetic visualizations that enable effective data analysis in less timeKey FeaturesDiscover structure of ggplot2, grammar of graphics, and geometric objects Study how to design and implement visualization from scratch Explore the advantage....
Release Date 2018/09 -
Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle
Discover the capabilities of PySpark and its application in the realm of data science. This comprehensive guide with hand-picked examples of daily use cases will walk you through the end-to-end predictive model-building cycle with the latest techniques and tricks of the trade. Applied Data Scie.... -
Author Zhenglu Yang , Yu Zong , Guandong Xu
Data mining has witnessed substantial advances in recent decades. New research questions and practical challenges have arisen from emerging areas and applications within the various fields closely related to human daily life, e.g. social media and social networking.....
Release Date 2013/06 -
Author Deepti Gupta
Examine business problems and use a practical analytical approach to solve them by implementing predictive models and machine learning techniques using SAS and the R analytical language. This book is ideal for those who are well-versed in writing code and hav....
Release Date 2018/08 -
Application of Smart Grid Technologies
Author Ali Sayigh , Lisa Lamont
Application of Smart Grid Technologies: Case Studies in Saving Electricity in Different Parts of the World provides a wide international view of smart grid technologies and their implementation in all regions of the globe. A brief overview of smart grid concepts an....
Release Date 2018/05 -
API Strategy for Decision Makers
Author Mike Amundsen , Derric Gilling
API Strategy for Decision Makers provides actionable best practices for building winning API products. Whether you're with an API-first company or with an existing enterprise software company looking to expand your API offerings, this report shows you how to grow your API product into a center of r....
Release Date 2022/07 -
Apache: The Definitive Guide, Second Edition
Author Peter Laurie , Ben Laurie
The freeware Apache web server runs on about half of the world's existing web sites, and it is rapidly increasing in popularity. Apache: The Definitive Guide, written and reviewed by key members of the Apache Group, is the only complete guide on the market today t....
Release Date 1999/02 -
Author Saurav Haloi
A fast-paced guide to using Apache ZooKeeper to coordinate services in distributed systemsIn DetailApache ZooKeeper provides a simple interface to a centralized coordinating service for distributed applications through a rich set of APIs and primitives, enabling dev....
Release Date 2015/01 -
Author Jarek Jarcec Cecho , Kathleen Ting
Integrating data from multiple sources is essential in the age of big data, but it can be a challenging and time-consuming task. This handy cookbook provides dozens of ready-to-use recipes for using Apache Sqoop, the command-line interface application that optimizes....
Release Date 2013/07 -
Apache Spark Quick Start Guide
Author Akash Grade , Shrey Mehrotra
A practical guide for solving complex data processing challenges by applying the best optimizations techniques in Apache Spark.Key FeaturesLearn about the core concepts and the latest developments in Apache Spark Master writing efficient big data applications with ....
Release Date 2019/01 -
Apache Spark Machine Learning Blueprints
Author Alex Liu
Develop a range of cutting-edge machine learning projects with Apache Spark using this actionable guideAbout This BookCustomize Apache Spark and R to fit your analytical needs in customer research, fraud detection, risk analytics, and recommendation engine developm....
Release Date 2016/05 -
Author Rindra Ramamonjison
Build, process and analyze large-scale graph data effectively with SparkAbout This BookFind solutions for every stage of data processing from loading and transforming graph data toImprove the scalability of your graphs with a variety of real-world applications with....
Release Date 2015/09 -
Apache Spark for Data Science Cookbook
Author Padma Priya Chitturi
Over insightful 90 recipes to get lightning-fast analytics with Apache SparkAbout This BookUse Apache Spark for data processing with these hands-on recipesImplement end-to-end, large-scale data analysis better than ever beforeWork with powerful libraries such as ML....
Release Date 2016/12 -
Apache Spark Deep Learning Cookbook
Author Amrith Ravindra , Ahmed Sherif
A solution-based guide to put your deep learning models into production with the power of Apache SparkKey Features Discover practical recipes for distributed deep learning with Apache Spark Learn to use libraries such as Keras and TensorFlow Solve problems in orde....
Release Date 2018/07 -
Apache Spark 2.x Machine Learning Cookbook
Author Shuen Mei , Broderick Hall , Meenakshi Rajendran , Siamak Amirghodsi
Simplify machine learning model implementations with SparkAbout This BookSolve the day-to-day problems of data science with SparkThis unique cookbook consists of exciting and intuitive numerical recipesOptimize your work by acquiring, cleaning, analyzing, predictin....
Release Date 2017/09 -
Apache Spark 2.x for Java Developers
Author Sumit Kumar , Sourav Gulati
Unleash the data processing and analytics capability of Apache Spark with the language of choice: JavaAbout This BookPerform big data processing with Spark—without having to learn Scala!Use the Spark Java API to implement efficient enterprise-grade applications for....
Release Date 2017/07 -
Author Rishi Yadav
Over 70 recipes to help you use Apache Spark as your single big data computing platform and master its librariesAbout This BookThis book contains recipes on how to use Apache Spark as a unified compute engineCover how to connect various source systems to Apache Spa....
Release Date 2017/05 -
Author Rajanarayanan Thottuvaikkatumana
Develop large-scale distributed data processing applications using Spark 2 in Scala and PythonAbout This BookThis book offers an easy introduction to the Spark framework published on the latest version of Apache Spark 2Perform efficient data processing, machine lea....
Release Date 2016/10 -
Apache Solr: A Practical Approach to Enterprise Search
Author Dikshant Shahi
Build an enterprise search engine using Apache Solr: index and search documents; ingest data from varied sources; apply various text processing techniques; utilize different search capabilities; and customize Solr to retrieve the desired results. Apache Solr: A Pra....
Release Date 2015/12 -
Author Jayant Kumar
Leverage the power of Apache Solr to power up your business by navigating your users to their data quickly and efficientlyIn DetailApache Solr is an open source search platform built on a Java library called Lucene. It serves as a search platform for many websites, ....
Release Date 2015/04 -
Author Jayant Kumar
For PHP developers who need to integrate a search facility into their applications, this guide is your passport to success. It takes you step by step through the great features of Apache Solr and how to implement them.Understand the tools that can be used to communi....
Release Date 2013/11 -
Author Surendra Mohan
In setting up Apache Solr, you’ll want to ensure it’s achieving optimum search results with maximum efficiency. This book shows you just how to achieve that with a comprehensive tutorial including troubleshooting.In DetailApache Solr is one of the most popular open ....
Release Date 2014/03 -
Author Anshul Johri , Sachin Handiekar
Enhance your Solr indexing experience with advanced techniques and the built-in functionalities available in Apache SolrAbout This BookLearn about distributed indexing and real-time optimization to change index data on flyIndex data from various sources and web cra....
Release Date 2015/12