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Data Wrangling with Python

Shubhadeep Roychowdhury, Dr. Tirthajyoti Sarkar

Hands-On Business Intelligence with Qlik Sense

Jerry DiMaso, Kaushik Solanki, Clever Anjos, Pablo Labbe

Data Visualization with Python

Tim Grobmann, Mario Dobler

Stata

Felix Bittmann

Even If AI Can Cure Loneliness — Should It?

Gregory Unruh, David Kiron

DS8000 Global Mirror Best Practices

Robert Tondini, Peter Klee, Bert Dufrasne, Alcides Bertazi, Nick Clayton

IBM DS8880 Product Guide (Release 8.51)

Tamas Toser, Stephen Manthorpe, Peter Kimmel, Bert Dufrasne

Best Practices Guide for Databases on IBM FlashSystem

Jagadeesh Papaiah

IBM Spectrum Scale and IBM StoredIQ: Identifying and securing your business data to support regulatory requirements

Nils Haustein, Atul V Gore, Sasikanth Eda, Sandeep R Patil

Robust Statistics, 2nd Edition

Matías Salibián-Barrera, Victor J. Yohai, R. Douglas Martin, Ricardo A. Maronna

MATLAB Machine Learning Recipes: A Problem-Solution Approach

Stephanie Thomas, Michael Paluszek

Natural Language Processing Recipes: Unlocking Text Data with Machine Learning and Deep Learning using Python

Adarsha Shivananda, Akshay Kulkarni

Practical Recommender Systems

Kim Falk

Beyond Spreadsheets with R

Jonathan Carroll

Deep Learning and the Game of Go

Kevin Ferguson, Max Pumperla

Get Your Venture Backed with Persuasive Data Viz

Evan Loomis, Evan Baehr, Scott Berinato

Data Governance

Harkish Sen

Ceph: Designing and Implementing Scalable Storage Systems

Nick Fisk, Karan Singh, Vikhyat Umrao, Michael Hackett

Machine Learning with the Elastic Stack

Bahaaldine Azarmi, Rich Collier

Machine Learning Quick Reference

Rahul Kumar

Advanced MySQL 8

Tejaswi Malepati, Birju Shah, Eric Vanier

Python Machine Learning Blueprints - Second Edition

Michael Roman, Alexander Combs

Hands-On Deep Learning with Apache Spark

Guglielmo Iozzia

Intelligent Projects Using Python

Santanu Pattanayak

Hands-On Data Science with the Command Line

Raymond Page, Chris McCubbin, Jason Morris

Mastering Python Scripting for System Administrators

Ganesh Sanjiv Naik

Ensemble Machine Learning Cookbook

Vijayalakshmi Natarajan, Dipayan Sarkar

Generative Adversarial Networks Projects

Kailash Ahirwar

QGIS Quick Start Guide

Andrew Cutts

Apache Spark Quick Start Guide

Akash Grade, Shrey Mehrotra

Data Wrangling with Python

Author Shubhadeep Roychowdhury , Dr. Tirthajyoti Sarkar
Release Date 2019/02
Simplify your ETL processes with these hands-on data hygiene tips, tricks, and best practices.Key FeaturesFocus on the basics of data wrangling Study various ways to extract the most out of your data in less time Boost your learning curve with bonus topics like ran....
Hands-On Business Intelligence with Qlik Sense

Author Jerry DiMaso , Kaushik Solanki , Clever Anjos , Pablo Labbe
Release Date 2019/02
Create dynamic dashboards to bring interactive data visualization to your enterprise using Qlik SenseKey FeaturesImplement various Qlik Sense features to create interactive dashboards Analyze data easily and make business decisions faster using Qlik Sense Perform s....
Data Visualization with Python

Author Tim Grobmann , Mario Dobler
Release Date 2019/02
Understand, explore, and effectively present data using the powerful data visualization techniques of Python programming.Key FeaturesStudy key visualization tools and techniques with real-world data Explore industry-standard plotting libraries, including Matplotlib....
Stata

Author Felix Bittmann
Release Date 2019/02
Stata is one of the most popular statistical software in the world and suited for all kinds of users, from absolute beginners to experienced veterans. This book offers a clear and concise introduction to the usage and the workflow of Stata. Included topics are imp....
Even If AI Can Cure Loneliness — Should It?

Author Gregory Unruh , David Kiron
Release Date 2019/01
AI devices that help stimulate psychological and physiological human connection are serving a population whose loneliness is at an all-time high, but they also raise societal concerns. And while it seems productive to solve technology-based loneliness with further ....
DS8000 Global Mirror Best Practices

Author Robert Tondini , Peter Klee , Bert Dufrasne , Alcides Bertazi , Nick Clayton
Release Date 2019/01
This IBM® Redpaper™ publication reviews the architecture and operations of the IBM DS8000® Global Mirror function. The document looks at different aspects of the solution in terms of performance, infrastructure requirements, data integrity, business continuity, and....
IBM DS8880 Product Guide (Release 8.51)

Author Tamas Toser , Stephen Manthorpe , Peter Kimmel , Bert Dufrasne
Release Date 2019/01
This IBM Redbooks® Product Guide gives an overview of the features and functions that are available with the IBM DS8880 models running microcode Release 8.51 (DS8000 License Machine Code 8.8.51.xx.xx).The IBM DS8880 architecture relies on powerful IBM POWER8® proce....
Best Practices Guide for Databases on IBM FlashSystem

Author Jagadeesh Papaiah
Release Date 2019/01
Best Practices Guide for Databases on IBM FlashSystem Show and hide more
IBM Spectrum Scale and IBM StoredIQ: Identifying and securing your business data to support regulatory requirements

Author Nils Haustein , Atul V Gore , Sasikanth Eda , Sandeep R Patil
Release Date 2019/01
Having the appropriate storage for hosting business critical data and the proper analytic software for deep inspection of that data is becoming necessary to get deeper insights into the data so that users can categorize which data qualifies for compliance. This IBM....
Robust Statistics, 2nd Edition

Author Matías Salibián-Barrera , Victor J. Yohai , R. Douglas Martin , Ricardo A. Maronna
Release Date 2019/01
A new edition of this popular text on robust statistics, thoroughly updated to include new and improved methods and focus on implementation of methodology using the increasingly popular open-source software R.Classical statistics fail to cope well with outliers ass....
MATLAB Machine Learning Recipes: A Problem-Solution Approach

Author Stephanie Thomas , Michael Paluszek
Release Date 2019/01
Harness the power of MATLAB to resolve a wide range of machine learning challenges. This book provides a series of examples of technologies critical to machine learning. Each example solves a real-world problem. All code in MATLAB Machine Learning Recipes: A Probl....
Natural Language Processing Recipes: Unlocking Text Data with Machine Learning and Deep Learning using Python

Author Adarsha Shivananda , Akshay Kulkarni
Release Date 2019/01
Implement natural language processing applications with Python using a problem-solution approach. This book has numerous coding exercises that will help you to quickly deploy natural language processing techniques, such as text classification, parts of speech ident....
Practical Recommender Systems

Author Kim Falk
Release Date 2019/01
SummaryOnline recommender systems help users find movies, jobs, restaurants--even romance! There's an art in combining statistics, demographics, and query terms to achieve results that will delight them. Learn to build a recommender system the right way: it can ma....
Beyond Spreadsheets with R

Author Jonathan Carroll
Release Date 2019/01
With Beyond Spreadsheets with R you’ll learn how to go from raw data to meaningful insights using R and RStudio. Each carefully crafted chapter covers a unique way to wrangle data, from understanding individual values to interacting with complex collections of data....
Deep Learning and the Game of Go

Author Kevin Ferguson , Max Pumperla
Release Date 2019/01
Deep Learning and the Game of Go introduces deep learning by teaching you to build a Go-winning bot. As you progress, you’ll apply increasingly complex training techniques and strategies using the Python deep learning library Keras. You’ll enjoy watching your bot m....
Get Your Venture Backed with Persuasive Data Viz

Author Evan Loomis , Evan Baehr , Scott Berinato
Release Date 2019/01
Communicating your idea in a clear, compelling, and persuasive manner is critical when trying to launch a new venture. This Harvard Business Review collection brings together two popular books to help you craft your story, design better visualizations, impress your....
Data Governance

Author Harkish Sen
Release Date 2019/01
What is data governance? And what are the principles and techniques you can leverage as a business or IT professional to make data governance successful within your organization? Data Governance will answer these questions and provide you with insights and approac....
Ceph: Designing and Implementing Scalable Storage Systems

Author Nick Fisk , Karan Singh , Vikhyat Umrao , Michael Hackett
Release Date 2019/01
Get to grips with the unified, highly scalable distributed storage system and learn how to design and implement it.Key FeaturesExplore Ceph's architecture in detail Implement a Ceph cluster successfully and gain deep insights into its best practices Leverage the a....
Machine Learning with the Elastic Stack

Author Bahaaldine Azarmi , Rich Collier
Release Date 2019/01
Leverage Elastic Stack's machine learning features to gain valuable insight from your dataKey FeaturesCombine machine learning with the analytic capabilities of Elastic Stack Analyze large volumes of search data and gain actionable insight from them Use external a....
Machine Learning Quick Reference

Author Rahul Kumar
Release Date 2019/01
Your hands-on reference guide to developing, training, and optimizing your machine learning modelsKey FeaturesYour guide to learning efficient machine learning processes from scratch Explore expert techniques and hacks for a variety of machine learning concepts Wri....
Advanced MySQL 8

Author Tejaswi Malepati , Birju Shah , Eric Vanier
Release Date 2019/01
Design cost-efficient database solutions, scale enterprise operations and reduce overhead business costs with MySQLKey FeaturesExplore the new and advanced features of MySQL 8.0 Use advanced techniques to optimize MySQL performance Create MySQL-based applications f....
Python Machine Learning Blueprints - Second Edition

Author Michael Roman , Alexander Combs
Release Date 2019/01
Discover a project-based approach to mastering machine learning concepts by applying them to everyday problems using libraries such as scikit-learn, TensorFlow, and KerasKey FeaturesGet to grips with Python's machine learning libraries including scikit-learn, Tens....
Hands-On Deep Learning with Apache Spark

Author Guglielmo Iozzia
Release Date 2019/01
Speed up the design and implementation of deep learning solutions using Apache SparkKey FeaturesExplore the world of distributed deep learning with Apache Spark Train neural networks with deep learning libraries such as BigDL and TensorFlow Develop Spark deep learn....
Intelligent Projects Using Python

Author Santanu Pattanayak
Release Date 2019/01
Implement machine learning and deep learning methodologies to build smart, cognitive AI projects using PythonKey FeaturesA go-to guide to help you master AI algorithms and concepts 8 real-world projects tackling different challenges in healthcare, e-commerce, and s....
Hands-On Data Science with the Command Line

Author Raymond Page , Chris McCubbin , Jason Morris
Release Date 2019/01
Big data processing and analytics at speed and scale using command line tools. Key FeaturesPerform string processing, numerical computations, and more using CLI tools Understand the essential components of data science development workflow Automate data pipeline sc....
Mastering Python Scripting for System Administrators

Author Ganesh Sanjiv Naik
Release Date 2019/01
Leverage the features and libraries of Python to administrate your environment efficiently.Key FeaturesLearn how to solve problems of system administrators and automate routine activities Learn to handle regular expressions, network administration Building GUI, we....
Ensemble Machine Learning Cookbook

Author Vijayalakshmi Natarajan , Dipayan Sarkar
Release Date 2019/01
Implement machine learning algorithms to build ensemble models using Keras, H2O, Scikit-Learn, Pandas and more Key FeaturesApply popular machine learning algorithms using a recipe-based approach Implement boosting, bagging, and stacking ensemble methods to improve ....
Generative Adversarial Networks Projects

Author Kailash Ahirwar
Release Date 2019/01
Explore various Generative Adversarial Network architectures using the Python ecosystemKey FeaturesUse different datasets to build advanced projects in the Generative Adversarial Network domain Implement projects ranging from generating 3D shapes to a face aging ap....
QGIS Quick Start Guide

Author Andrew Cutts
Release Date 2019/01
Step through loading GIS data, creating GIS data, styling GIS and making maps with QGIS following a simple narrative that will allow you to build confidence as you progress.Key FeaturesWork with GIS data, a step by step guide from creation to making a map Perform g....
Apache Spark Quick Start Guide

Author Akash Grade , Shrey Mehrotra
Release Date 2019/01
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 ....

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