Data Processing 2

A curated collection of HBR's latest thinking on the business implications of the collection, storage, and use of customer data and privacy. Features for readers: Curates the latest and most importa……続きを見る

Harness the full power of the behavioral data in your company by learning tools specifically designed for behavioral data analysis. Common data science algorithms and predictive analytics tools trea……続きを見る

Have you always wanted to learn computer programming but thought it was too difficult or would take too long? Do you want to know the secret to learning Python Data Science the easy way and start pr……続きを見る

This book explores the role of businesses in delivering positive societal and financial outcomes as they seek to bridge the gap between short-term organizational behaviors and long-range sustainabil……続きを見る

Data projects are an intrinsic part of an organization’s technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide s……続きを見る

Create your own natural language training corpus for machine learning. Whether you’re working with English, Chinese, or any other natural language, this hands-on book guides you through a proven ann……続きを見る

Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn librariesKey FeaturesDiscover solutions for feature generation, featu……続きを見る

In this multidisciplinary book, experts from around the globe examine how data-driven political campaigning works, what challenges it poses for personal privacy and democracy, and how emerging pract……続きを見る

Data is the foundation of this digital age that we live in. With this book, you are going to learn how to organize and analyze data and how to interpret vast sources of information. This book covers……続きを見る

Take the next steps toward mastering deep learning, the machine learning method that’s transforming the world around us by the second. In this practical book, you’ll get up to speed on key ideas usi……続きを見る

Perform advanced data manipulation tasks using pandas and become an expert data analyst.Key FeaturesManipulate and analyze your data expertly using the power of pandasWork with missing data and time……続きを見る

The main problems faced by scientists in working with Big Data sets, highlighting the main ethical issues, taking into account the legislation of the European Union. After a brief Introduction to Bi……続きを見る

Data in the genomics field is booming. In just a few years, organizations such as the National Institutes of Health (NIH) will host 50+ petabytesâ??or over 50 million gigabytesâ??of genomic data, an……続きを見る

A practical guide to getting the most out of Excel, using it for data preparation, applying machine learning models (including cloud services) and understanding the outcome of the data analysis.Key ……続きを見る

Artificial intelligence is here. Is your infrastructure ready? Adopting artificial intelligence (AI) technologies is the top initiative for 61% of IT leaders.1 Many of them are focused on investing ……続きを見る

As AI, deep learning and data science have become the hot topics in I.T. industry, learning some powerful data manipulating tools would be essential for your technical skill building, career develop……続きを見る

A problem-solution guide to encountering various NLP tasks utilizing Java open source libraries and cloud-based solutionsKey FeaturesPerform simple-to-complex NLP text processing tasks using modern ……続きを見る

Designing and deploying solutions using the SAP BusinessObjects Business Intelligence platform 4.2. Key FeaturesGet up and running with the SAP BusinessObjects Business Intelligence platformPerform ……続きを見る

Practical examples with real-world projects in GIS, Remote sensing, Geospatial data management and Analysis using the R programming languageKey FeaturesUnderstand the basics of R and QGIS to work wi……続きを見る

Gain hands-on experience with industry-standard data analysis and machine learning tools in PythonKey FeaturesTackle data science problems by identifying the problem to be solvedIllustrate patterns ……続きを見る

Get to grips with pandas - a versatile and high-performance Python library for data manipulation, analysis, and discoveryKey FeaturesPerform efficient data analysis and manipulation tasks using pand……続きを見る

There’s a lot of information about big data technologies, but splicing these technologies into an end-to-end enterprise data platform is a daunting task not widely covered. With this practical book,……続きを見る

A fast paced guide that will help you learn about Apache Hadoop 3 and its ecosystemKey FeaturesSet up, configure and get started with Hadoop to get useful insights from large data setsWork with the ……続きを見る

This O’Reilly cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quicklyーwithout having to comb through all the detai……続きを見る

Implement decentralized blockchain applications to build scalable DappsKey FeaturesUnderstand the blockchain ecosystem and its terminologiesImplement smart contracts, wallets, and consensus protocol……続きを見る

Learn how to create interactive and visually aesthetic plots using the Bokeh package in Python Key FeaturesA step by step approach to creating interactive plots with BokehGo from installation all th……続きを見る

Perform efficient fast text representation and classification with Facebook\\'s fastText libraryKey FeaturesIntroduction to Facebook's fastText library for NLPPerform efficient word representations,……続きを見る

Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a ba……続きを見る

Implement supervised and unsupervised machine learning algorithms using C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib with the help of real-world examples and dat……続きを見る

Leverage Splunk s operational intelligence capabilities to unlock new hidden business insights and drive successKey FeaturesTackle any problems related to searching and analyzing your data with Splu……続きを見る