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Fundamentals of Deep Learning, 2nd Edition

Data Science at the Command Line, 2nd Edition

Jeroen Janssens

Python and R for the Modern Data Scientist

Rick J. Scavetta, Boyan Angelov

Hyperdocumentation

Olivier Le Deuff

Kafka: The Definitive Guide, 2nd Edition

Gwen Shapira, Todd Palino, Rajini Sivaram,

Practical Weak Supervision

Learning MySQL, 2nd Edition

Vinicius M. Grippa, Sergey Kuzmichev

TensorFlow 2 Pocket Reference

KC Tung

IBM Supply Chain Transformation

Galen Smith

Hands-on Matplotlib: Learn Plotting and Visualizations with Python 3

Ashwin Pajankar

Modern Deep Learning Design and Application Development: Versatile Tools to Solve Deep Learning Problems

Andre Ye

Innovative SAP SuccessFactors Recruiting: A Guide to Creating Custom Integration and Automation

Anand ‘Andy’ Athanur, Mark Ingram, Michael A. Wellens

Data-Driven Alexa Skills: Voice Access to Rich Data Sources for Enterprise Applications

Simon A. Kingaby

Expert Oracle Database Architecture: Techniques and Solutions for High Performance and Productivity

Darl Kuhn, Thomas Kyte

SQL for Data Analysis

Cathy Tanimura

Tableau Desktop 2020 Cookbook

Lorna Brown

Learning and Operating Presto

Vivek Bharathan, David E. Simmen, George Wang

Data Science Bookcamp

Leonard Apeltsin

Real-World Natural Language Processing

Masato Hagiwara

Managing and Visualizing Your BIM Data

Ernesto Pellegrino, Manuel André Bottiglieri, Gavin Crump, Luisa Cypriano Pieper

Machine Learning Engineering with Python

Andrew P. McMahon

Natural Language Processing with AWS AI Services

Mona M, Premkumar Rangarajan, Julien Simon

Learn Amazon SageMaker - Second Edition

Julien Simon

The Language of SQL, 3rd Edition

IBM Cloud Pak for Data with IBM Spectrum Scale Container Native

Gero Schmidt, Tara Astigarraga, Paulina Acevedo, JJ Miller, Dessa Simpson, Auste

IBM DS8900F Performance Best Practices and Monitoring

Peter Kimmel, Sherri Brunson, Lisa Martinez, Luiz Fernando Moreira, Ewerson Pala

AWS Certified Machine Learning Study Guide

Shreyas Subramanian, Stefan Natu

Data Algorithms with Spark

Mahmoud Parsian

Mastering Apache Pulsar

SQL Pocket Guide, 4th Edition

Alice Zhao

Fundamentals of Deep Learning, 2nd Edition

Author
Release Date 2021/09
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
Release Date 2021/09
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.....
Python and R for the Modern Data Scientist

Author Rick J. Scavetta , Boyan Angelov
Release Date 2021/09
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 ....
Hyperdocumentation

Author Olivier Le Deuff
Release Date 2021/09
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....
Kafka: The Definitive Guide, 2nd Edition

Author Gwen Shapira , Todd Palino , Rajini Sivaram
Release Date 2021/10
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, ....
Practical Weak Supervision

Author
Release Date 2021/10
Most data scientists and engineers today rely on quality labeled data to train their machine learning models. But building training sets manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Amit Bahree, Senja ....
Learning MySQL, 2nd Edition

Author Vinicius M. Grippa , Sergey Kuzmichev
Release Date 2021/10
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....
TensorFlow 2 Pocket Reference

Author KC Tung
Release Date 2021/10
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....
IBM Supply Chain Transformation

Author Galen Smith
Release Date 2021/11
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....
Hands-on Matplotlib: Learn Plotting and Visualizations with Python 3

Author Ashwin Pajankar
Release Date 2021/11
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....
Modern Deep Learning Design and Application Development: Versatile Tools to Solve Deep Learning Problems

Author Andre Ye
Release Date 2021/11
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....
Innovative SAP SuccessFactors Recruiting: A Guide to Creating Custom Integration and Automation

Author Anand ‘Andy’ Athanur , Mark Ingram , Michael A. Wellens
Release Date 2021/11
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-....
Data-Driven Alexa Skills: Voice Access to Rich Data Sources for Enterprise Applications

Author Simon A. Kingaby
Release Date 2021/11
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....
Expert Oracle Database Architecture: Techniques and Solutions for High Performance and Productivity

Author Darl Kuhn , Thomas Kyte
Release Date 2021/11
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....
SQL for Data Analysis

Author Cathy Tanimura
Release Date 2021/11
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.....
Tableau Desktop 2020 Cookbook

Author Lorna Brown
Release Date 2021/11
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....
Learning and Operating Presto

Author Vivek Bharathan , David E. Simmen , George Wang
Release Date 2021/11
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....
Data Science Bookcamp

Author Leonard Apeltsin
Release Date 2021/11
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....
Real-World Natural Language Processing

Author Masato Hagiwara
Release Date 2021/11
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....
Managing and Visualizing Your BIM Data

Author Ernesto Pellegrino , Manuel André Bottiglieri , Gavin Crump , Luisa Cypriano Pieper
Release Date 2021/11
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....
Machine Learning Engineering with Python

Author Andrew P. McMahon
Release Date 2021/11
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....
Natural Language Processing with AWS AI Services

Author Mona M , Premkumar Rangarajan , Julien Simon
Release Date 2021/11
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 ....
Learn Amazon SageMaker - Second Edition

Author Julien Simon
Release Date 2021/11
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....
The Language of SQL, 3rd Edition

Author
Release Date 2021/12
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
Release Date 2021/12
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....
IBM DS8900F Performance Best Practices and Monitoring

Author Peter Kimmel , Sherri Brunson , Lisa Martinez , Luiz Fernando Moreira , Ewerson Pala
Release Date 2021/12
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.
AWS Certified Machine Learning Study Guide

Author Shreyas Subramanian , Stefan Natu
Release Date 2021/12
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....
Data Algorithms with Spark

Author Mahmoud Parsian
Release Date 2021/12
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....
Mastering Apache Pulsar

Author
Release Date 2021/12
Every enterprise application creates data, including log messages, metrics, user activity, and outgoing messages. Learning how to move these items is almost as important as the data itself. If you're an application architect, developer, or production engineer new to Apache Pulsar, this practical gu....
SQL Pocket Guide, 4th Edition

Author Alice Zhao
Release Date 2021/12
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....

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