Data Modeling & Design 1

Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, the……続きを見る

AI has acquired startling new language capabilities in just the past few years. Driven by the rapid advances in deep learning, language AI systems are able to write and understand text better than e……続きを見る

Combing the web is simple, but how do you search for data at work? It's difficult and time-consuming, and can sometimes seem impossible. This book introduces a practical solution: the data catalog. ……続きを見る

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you……続きを見る

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. With ……続きを見る

Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in sizeーsmall enough to run on a microcontroller. With this pract……続きを見る

Harness the power of randomness (and Python code) to solve real-world problems in fun, hands-on experimentsーfrom simulating evolution to encrypting messages to making machine-learning algorithms! T……続きを見る

This book is an all-encompassing guide to the world of artificial intelligence (AI). Its aim is to provide a comprehensive understanding of AI, covering its uses, applications, and impact on our dai……続きを見る

Learn to develop blockchain-based distributed ledgers and deploy a Hyperledger Fabric network with concrete exercises and examplesKey FeaturesUpdated with the latest features and additions that come……続きを見る

Build a continuously learning and adapting organization that can extract increasing levels of business, customer and operational value from the amalgamation of data and advanced analytics such as AI……続きを見る

Organizations can make data science a repeatable, predictable tool, which business professionals use to get more value from their data Enterprise data and AI projects are often scattershot, underbak……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

In a world where data is constantly mined, processed, and used for profit and power, how can we become active citizens rather than passive inhabitants of the digital landscape? Jer Thorp's analysis ……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

Looking to improve the performance of Cypher queries or learn how to model graphs to support business use cases? A graph database like Neo4j can help. In fact, many enterprises are leveraging Neo4j ……続きを見る

Are you looking for new ways to grow your business, with resources you already have? Do you want to know how the big players like Netflix, Amazon, or Shopify use data analytics to MULTIPLY their gro……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

A comprehensive guide to developing neural network-based solutions using TensorFlow 2.0Key FeaturesUnderstand the basics of machine learning and discover the power of neural networks and deep learni……続きを見る

Leverage the power of Tableau 2019.2's new features to create impactful data visualizationKey FeaturesDiscover the latest features of Tableau 2019.2Create enterprise-grade dashboards and reports to ……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

Want to build APIs like Facebook? Since Facebook's framework for building APIs, GraphQL, has become publicly available, this ambition seems to be within reach for many companies. And that is great. ……続きを見る

Step-by-step guide to build high performing predictive applications Key FeaturesUse the Python data analytics ecosystem to implement end-to-end predictive analytics projectsExplore advanced predicti……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

Build intelligent end-to-end machine learning systems with PythonKey FeaturesUse scikit-learn and TensorFlow to train your machine learning modelsImplement popular supervised and unsupervised machin……続きを見る