Data Modeling Design list 13

Getting Started with Haskell Data Analysis

Put your data analysis techniques to work and generate publication-ready visualizations

by James Church
Language: English
Release Date: October 31, 2018

Put your Haskell skills to work and generate publication-ready visualizations in no time at all Key Features Take your data analysis skills to the next level using the power of Haskell Understand regression analysis, perform multivariate regression, and untangle different cluster varieties Create...

Building Data Science Teams

by DJ Patil
Language: English
Release Date: September 15, 2011

As data science evolves to become a business necessity, the importance of assembling a strong and innovative data teams grows. In this in-depth report, data scientist DJ Patil explains the skills, perspectives, tools and processes that position data science teams for success.Topics include: What it...

Python for Data Analysis

Data Wrangling with Pandas, NumPy, and IPython

by Wes McKinney
Language: English
Release Date: September 25, 2017

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the...

Practical Machine Learning Cookbook

by Atul Tripathi
Language: English
Release Date: April 20, 2017

Resolving and offering solutions to your machine learning problems with R About This Book Implement a wide range of algorithms and techniques for tackling complex data Improve predictions and recommendations to have better levels of accuracy Optimize performance of your machine-learning systems Who...

Introduction to R for Business Intelligence

by Jay Gendron
Language: English
Release Date: August 26, 2016

Learn how to leverage the power of R for Business Intelligence About This Book Use this easy-to-follow guide to leverage the power of R analytics and make your business data more insightful. This highly practical guide teaches you how to develop dashboards that help you make informed decisions...

Learning Informatica PowerCenter 10.x - Second Edition

by Rahul Malewar
Language: English
Release Date: August 10, 2017

Harness the power and simplicity of Informatica PowerCenter 10.x to build and manage efficient data management solutions About This Book Master PowerCenter 10.x components to create, execute, monitor, and schedule ETL processes with a practical approach. An ideal guide to building the necessary...

Data Science on the Google Cloud Platform

Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning

by Valliappa Lakshmanan
Language: English
Release Date: December 12, 2017

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical...

Python Machine Learning

by Sebastian Raschka
Language: English
Release Date: September 23, 2015

Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analytics About This Book Leverage Python’s most powerful open-source libraries for deep learning, data wrangling, and data visualization Learn effective strategies and best practices to improve and...

Agent-Based Modeling in Humanitarian Interventions

Emerging Research and Opportunities

by John McCaskill
Language: English
Release Date: November 30, 2016

When a nation or region of the world is under a state of distress and violence, international government agencies are tasked with the job of delivering aid to assist. Before intervening, however, it is imperative to examine the situation’s individual characteristics and risks. Agent-Based Modeling...

The Data Journalism Handbook

How Journalists Can Use Data to Improve the News

by Jonathan Gray, Lucy Chambers, Liliana Bounegru
Language: English
Release Date: July 12, 2012

When you combine the sheer scale and range of digital information now available with a journalist’s "nose for news" and her ability to tell a compelling story, a new world of possibility opens up. With The Data Journalism Handbook, you’ll explore the potential, limits, and applied uses...

Mastering QlikView Data Visualization

by Karl Pover
Language: English
Release Date: April 25, 2016

Take your QlikView skills to the next level and master the art of creating visual data analysis for real business needs About This Book Explore how to create your own QlikView data laboratory and how to develop QlikView applications using agile project methods Implement advanced data visualization...

Introductory R: A Beginner's Guide to Data Visualisation, Statistical Analysis and Programming in R

by Robert Knell
Language: English
Release Date: May 14, 2014

R is now the most widely used statistical software in academic science and it is rapidly expanding into other fields such as finance. R is almost limitlessly flexible and powerful, hence its appeal, but can be very difficult for the novice user. There are no easy pull-down menus, error messages are...

SQL on Big Data

Technology, Architecture, and Innovation

by Sumit Pal
Language: English
Release Date: November 17, 2016

Learn various commercial and open source products that perform SQL on Big Data platforms. You will understand the architectures of the various SQL engines being used and how the tools work internally in terms of execution, data movement, latency, scalability, performance, and system requirements. This...

Practical Time Series Analysis

by Dr. Avishek Pal, Dr. PKS Prakash
Language: English
Release Date: September 28, 2017