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Fundamentals of Deep Learning, 2nd Edition
We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception that has powered our push toward self-driving vehicles, the ability to defeat human experts at a variety of difficult games including Go and Starcraft, and even generate essays with shockingly coherent .... -
Data Science at the Command Line, 2nd Edition
Author Jeroen Janssens
This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data.....
Release Date 2021/09 -
Python and R for the Modern Data Scientist
Author Rick J. Scavetta , Boyan Angelov
Success in data science depends on the flexible and appropriate use of tools. That includes Python and R, two of the foundational programming languages in the field. With this book, data scientists from the Python and R communities will learn how to speak the dialects of ....
Release Date 2021/09 -
Author Olivier Le Deuff
The term "hyperdocumentation" is a hyperbole that seems to characterize a paradox. The leading discussions on this topic bring in diverse ideas such as that of data, the fantasy of Big Data, cloud computing, artificial intelligence, algorithmic processing, the flow of information and t....
Release Date 2021/09 -
Kafka: The Definitive Guide, 2nd Edition
Author Gwen Shapira , Todd Palino , Rajini Sivaram
Every enterprise application creates data, whether it consists of log messages, metrics, user activity, outgoing messages, or something else. Moving all of this data is just as important as the data itself. This book’s updated second edition shows application architects, ....
Release Date 2021/10 -
Author Vinicius M. Grippa , Sergey Kuzmichev
Get a comprehensive overview on how to set up and design an effective database with MySQL. This thoroughly updated edition covers MySQL’s latest version, including its most important aspects. Whether you’re deploying an environment, troubleshooting an issue, or engaging i....
Release Date 2021/10 -
Author KC Tung
This easy-to-use reference for Tensorflow 2 pattern designs in Python will help you make informed decisions for various use cases. Author KC Tung addresses common topics and tasks in enterprise data science and machine learning practices rather than focusing on TensorFlow....
Release Date 2021/10 -
IBM Supply Chain Transformation
Author Galen Smith
In the midst of global disruptions, every element of IBM® Supply Chain has been affected. the IBM cognitive supply chain is positioned to win the future by using the exponential technologies that are inherent to our supply chains, and with flexibility, resiliency, and end-to-end visibility. The cons....
Release Date 2021/11 -
Hands-on Matplotlib: Learn Plotting and Visualizations with Python 3
Author Ashwin Pajankar
Learn the core aspects of NumPy, Matplotlib, and Pandas, and use them to write programs with Python 3. This book focuses heavily on various data visualization techniques and will help you acquire expert-level knowledge of working with Matplotlib, a MATLAB-style plotting library for Python programmin....
Release Date 2021/11 -
Author Andre Ye
Learn how to harness modern deep-learning methods in many contexts. Packed with intuitive theory, practical implementation methods, and deep-learning case studies, this book reveals how to acquire the tools you need to design and implement like a deep-learning architect. It covers tools deep learnin....
Release Date 2021/11 -
Innovative SAP SuccessFactors Recruiting: A Guide to Creating Custom Integration and Automation
Author Anand ‘Andy’ Athanur , Mark Ingram , Michael A. Wellens
Get creative and optimize your SAP SuccessFactors Recruiting implementation with this guide, which examines a variety of integration and automation opportunities throughout the recruiting process outside of the standard integrations.Innovative SAP SuccessFactors Recruiting walks you through the end-....
Release Date 2021/11 -
Data-Driven Alexa Skills: Voice Access to Rich Data Sources for Enterprise Applications
Author Simon A. Kingaby
Design and build innovative, custom, data-driven Alexa skills for home or business. Working through several projects, this book teaches you how to build Alexa skills and integrate them with online APIs. If you have basic Python skills, this book will show you how to build data-driven Alexa skills. Y....
Release Date 2021/11 -
Expert Oracle Database Architecture: Techniques and Solutions for High Performance and Productivity
Author Darl Kuhn , Thomas Kyte
Now in its fourth edition and covering Oracle Database 21c, this best-selling book continues to bring you some of the best thinking on how to apply Oracle Database to produce scalable applications that perform well and deliver correct results. Tom Kyte and Darl Kuhn share a simple philosophy: "you c....
Release Date 2021/11 -
Author Cathy Tanimura
With the explosion of computing power, thanks to analytic databases and cloud data warehouses, SQL has become an even more powerful and flexible tool for the savvy analyst or data scientist. This practical book reveals hidden ways to get the most out of your SQL workflow.....
Release Date 2021/11 -
Author Lorna Brown
From beginner to Jedi, this cookbook has a recipe for everyone, whether you're just learning how to create data visualizations or have already used Tableau for years. Author Lorna Brown provides more than 100 practical recipes to enhance the way you build Tableau dashboa....
Release Date 2021/11 -
Author Vivek Bharathan , David E. Simmen , George Wang
The Presto community has mushroomed since its origins at Facebook in 2012. But ramping up this distributed SQL query engine can be challenging even for the most experienced engineers. This practical book shows you how to begin Presto operations at your organization to der....
Release Date 2021/11 -
Author Leonard Apeltsin
Data Science Bookcamp doesn’t stop with surface-level theory and toy examples. As you work through each project, you’ll learn how to troubleshoot common problems like missing data, messy data, and algorithms that don’t quite fit the model you’re building. You’ll appreciate the detailed setup instruc....
Release Date 2021/11 -
Real-World Natural Language Processing
Author Masato Hagiwara
Real-world Natural Language Processing shows you how to build the practical NLP applications that are transforming the way humans and computers work together. Guided by clear explanations of each core NLP topic, you’ll create many interesting applications including a sentiment analyzer and a chatbot....
Release Date 2021/11 -
Managing and Visualizing Your BIM Data
Author Ernesto Pellegrino , Manuel André Bottiglieri , Gavin Crump , Luisa Cypriano Pieper
Learn how to make optimum use of your BIM data using Dynamo to make better design decisions and create feature-rich dashboards using Power BI to track your model's dataKey FeaturesA go-to guide for AEC professionals to analyze and manage their dataExplore popular use cases and best practices from e....
Release Date 2021/11 -
Machine Learning Engineering with Python
Author Andrew P. McMahon
Supercharge the value of your machine learning models by building scalable and robust solutions that can serve them in production environmentsKey FeaturesExplore hyperparameter optimization and model management toolsLearn object-oriented programming and functional programming in Python to build your....
Release Date 2021/11 -
Natural Language Processing with AWS AI Services
Author Mona M , Premkumar Rangarajan , Julien Simon
Work through interesting real-life business use cases to uncover valuable insights from unstructured text using AWS AI servicesKey FeaturesGet to grips with AWS AI services for NLP and find out how to use them to gain strategic insightsRun Python code to use Amazon Textract and Amazon Comprehend to ....
Release Date 2021/11 -
Learn Amazon SageMaker - Second Edition
Author Julien Simon
Swiftly build and deploy machine learning models without managing infrastructure and boost productivity using the latest Amazon SageMaker capabilities such as Studio, Autopilot, Data Wrangler, Pipelines, and Feature StoreKey FeaturesBuild, train, and deploy machine learning models quickly using Amaz....
Release Date 2021/11 -
The Language of SQL, 3rd Edition
The Language of SQL, Second EditionMany SQL texts attempt to serve as an encyclopedic reference on SQL syntax -- an approach that is often counterproductive, because that information is readily available in online references published by the major database vendors.For SQL beginners, it’s more import.... -
IBM Cloud Pak for Data with IBM Spectrum Scale Container Native
Author Gero Schmidt , Tara Astigarraga , Paulina Acevedo , JJ Miller , Dessa Simpson , Auste
This IBM® Redpaper® publication describes configuration guidelines and best practices when IBM Spectrum® Scale Container Native Storage Access is used as a storage provider for IBM Cloud® Pak for Data on Red Hat OpenShift Container Platform. It also provides the steps to install IBM Db2® and several....
Release Date 2021/12 -
IBM DS8900F Performance Best Practices and Monitoring
Author Peter Kimmel , Sherri Brunson , Lisa Martinez , Luiz Fernando Moreira , Ewerson Pala
This IBM® Redbooks® publication is intended for individuals who want to maximize the performance of their DS8900 storage systems and investigate the planning and monitoring tools that are available.
Release Date 2021/12 -
AWS Certified Machine Learning Study Guide
Author Shreyas Subramanian , Stefan Natu
Succeed on the AWS Machine Learning exam or in your next job as a machine learning specialist on the AWS Cloud platform with this hands-on guide As the most popular cloud service in the world today, Amazon Web Services offers a wide range of opportun....
Release Date 2021/12 -
Author Mahmoud Parsian
Apache Spark’s speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spa....
Release Date 2021/12 -
Author Alice Zhao
If you use SQL in your day-to-day work as a data analyst, data scientist, or data engineer, this popular pocket guide is the ideal on-the-job reference. You'll find many examples that address the language's complexities, along with key aspects of SQL used in Microsoft S....
Release Date 2021/12