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Cleaning Data for Effective Data Science

Data Science Crash Course for Beginners

Statistics Crash Course for Beginners

Data Visualization with Python for Beginners

Data Preprocessing with Python for Absolute Beginners

Trino: The Definitive Guide

Visualizing Data in R 4: Graphics Using the base, graphics, stats, and ggplot2 Packages

CRAN Recipes: DPLYR, Stringr, Lubridate, and RegEx in R

Hands-On Data Visualization

Jack Dougherty, Ilya Ilyankou

Advancing into Analytics

Hands-On Data Analysis with Pandas - Second

Mastering Python for Bioinformatics

Responsible Data Science

The Big Picture: How to Use Data Visualization to Make Better Decisions—Faster

Pro Power BI Theme Creation: JSON Stylesheets for Automated Dashboard Formatting

Mastering Shiny

Tableau Blueprints

Ann Jackson, Luke Stanke

Think Bayes, 2nd Edition

Twenty-First Century Corporate Reporting

Applied Modeling Techniques and Data Analysis 1

Applied Modeling Techniques and Data Analysis 2

Mastering Tableau 2021 - Third Edition

Interactive Dashboards and Data Apps with Plotly and Dash

A Gentle Introduction to Statistics Using SAS Studio in the Cloud

Data Fabric as Modern Data Architecture

MATLAB For Dummies, 2nd Edition

Integrating D3.js with React: Learn to Bring Data Visualization to Life

Behavioral Data Analysis with R and Python

Florent Buisson

Tableau Desktop Pocket Reference

Expert Data Modeling with Power BI

Cleaning Data for Effective Data Science

Author
Release Date 2021/03
Think about your data intelligently and ask the right questionsKey FeaturesMaster data cleaning techniques necessary to perform real-world data science and machine learning tasksSpot common problems with dirty data and develop flexible solutions from first principlesTest and refine your newly acquir....
Data Science Crash Course for Beginners

Author
Release Date 2021/03
This course lays the groundwork for further study into data science with Python for those students with little to no experienceKey FeaturesCrash course in Python programming to build or refresh any gaps in prerequisite knowledgeReal-world projects for hands-on practice in various data science tasksA....
Statistics Crash Course for Beginners

Author
Release Date 2021/03
A beginner-friendly crash course to statistics utilizing Python with an eye to preparing students for further study in machine learningKey FeaturesA quick introduction to Python for statisticsHands-on projects for guided practiceInstant access to PDFs, Python codes, exercises, and references on the ....
Data Visualization with Python for Beginners

Author
Release Date 2021/03
This book works as a guide to present fundamental Python libraries and basics related to data visualization using PythonKey FeaturesDetailed introductions to several data visualization libraries such as Matplotlib and SeabornGuided instructions to more advanced data visualization skills such as 3D p....
Data Preprocessing with Python for Absolute Beginners

Author
Release Date 2021/03
This book is dedicated to data preparation and explains how to perform different data preparation techniques on various datasets using different data preparation libraries written in the Python programming language.Key FeaturesA crash course in Python to fill any gaps in prerequisite knowledge and a....
Trino: The Definitive Guide

Author
Release Date 2021/04
Perform fast interactive analytics against different data sources using the Trino high-performance distributed SQL query engine. With this practical guide, you'll learn how to conduct analytics on data where it lives, whether it's Hive, Cassandra, a relational database, or a proprietary data store....
Visualizing Data in R 4: Graphics Using the base, graphics, stats, and ggplot2 Packages

Author
Release Date 2021/04
Master the syntax for working with R’s plotting functions in graphics and stats in this easy reference to formatting plots. The approach in Visualizing Data in R 4 toward the application of formatting in ggplot() will follow the structure of the formatting used by the plotting functions in grap....
CRAN Recipes: DPLYR, Stringr, Lubridate, and RegEx in R

Author
Release Date 2021/04
Want to use the power of R sooner rather than later? Don’t have time to plow through wordy texts and online manuals? Use this book for quick, simple code to get your projects up and running. It includes code and examples applicable to many disciplines. Written in everyday language with a minimu....
Hands-On Data Visualization

Author Jack Dougherty , Ilya Ilyankou
Release Date 2021/04
Tell your story and show it with data, using free and easy-to-learn tools on the web. This introductory book teaches you how to design interactive charts and customized maps for your website, beginning with simple drag-and-drop tools such as Google Sheets, Datawrapper, an....
Advancing into Analytics

Author
Release Date 2021/04
Data analytics may seem daunting, but if you're an experienced Excel user, you have a unique head start. With this hands-on guide, intermediate Excel users will gain a solid understanding of analytics and the data stack. By the time you complete this book, you'll be able to conduct exploratory dat....
Hands-On Data Analysis with Pandas - Second

Author
Release Date 2021/04
Get to grips with pandas - a fast, versatile, and high-performance Python library for data discovery, data manipulation, data preparation, and handling data for analytical tasksKey FeaturesPerform efficient data analysis and manipulation tasks using pandas 1.xApply pandas to different real-world dom....
Mastering Python for Bioinformatics

Author
Release Date 2021/05
Life scientists today urgently need training in bioinformatics skills. Too many bioinformatics programs are poorly written and barely maintained, usually by students and researchers who've never learned basic programming skills. This practical guide shows postdoc bioinformatics professionals and st....
Responsible Data Science

Author
Release Date 2021/05
Explore the most serious prevalent ethical issues in data science with this insightful new resourceThe increasing popularity of data science has resulted in numerous well-publicized cases of bias, injustice, and discrimination. The widespread deployment of “Black box” algorithms that are difficult o....
The Big Picture: How to Use Data Visualization to Make Better Decisions—Faster

Author
Release Date 2021/05
Not a data expert? Here’s an engaging and entertaining guide to interpreting and drawing insights from any chart, graph, or other data visualization you’ll encounter. You’re a business professional, not a data scientist. How do you make heads or tails of the data visualizations that come across you....
Pro Power BI Theme Creation: JSON Stylesheets for Automated Dashboard Formatting

Author
Release Date 2021/05
Use JSON theme files to standardize the look of Power BI dashboards and reports. This book shows how you can create theme files using the Power BI Desktop application to define high-level formatting attributes for dashboards as well as how to tailor detailed formatting specifications for indiv....
Mastering Shiny

Author
Release Date 2021/05
Master the Shiny web framework—and take your R skills to a whole new level. By letting you move beyond static reports, Shiny helps you create fully interactive web apps for data analyses. Users will be able to jump between datasets, explore different subsets or facets of the data, run models with pa....
Tableau Blueprints

Author Ann Jackson , Luke Stanke
Release Date 2021/05
If you want to increase Tableau's value to your organization, this practical book has your back. Authors Ann Jackson and Luke Stanke guide data analysts through recipes for solving real-world analytics problems using Tableau. Starting with the basics and building toward ....
Think Bayes, 2nd Edition

Author
Release Date 2021/05
If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics. Once you get the math out of the wa....
Twenty-First Century Corporate Reporting

Author
Release Date 2021/05
How and why do corporations use the internet for reporting to their stakeholders? How and why has corporate reporting extended beyond financial reporting to include environmental, social, and governance (ESG) reporting and even integrated reporting. The major drivers of modern reporting have changed....
Applied Modeling Techniques and Data Analysis 1

Author
Release Date 2021/05
BIG DATA, ARTIFICIAL INTELLIGENCE AND DATA ANALYSIS SET Coordinated by Jacques JanssenData analysis is a scientific field that continues to grow enormously, most notably over the last few decades, following rapid growth within the tech industry, as well as the wide applicability of computational tec....
Applied Modeling Techniques and Data Analysis 2

Author
Release Date 2021/05
BIG DATA, ARTIFICIAL INTELLIGENCE AND DATA ANALYSIS SET Coordinated by Jacques JanssenData analysis is a scientific field that continues to grow enormously, most notably over the last few decades, following rapid growth within the tech industry, as well as the wide applicability of computational tec....
Mastering Tableau 2021 - Third Edition

Author
Release Date 2021/05
Build, design, and improve advanced business intelligence solutions using Tableau's latest features, including Tableau Prep Builder, Tableau Hyper, and Tableau ServerKey FeaturesMaster new features in Tableau 2021 to solve real-world analytics challengesPerform geo-spatial, time series, and self-se....
Interactive Dashboards and Data Apps with Plotly and Dash

Author
Release Date 2021/05
Learn how to build web-based and mobile-friendly analytic apps and interactive dashboards with PythonKey FeaturesDevelop data apps and dashboards without any knowledge of JavaScriptMap different types of data such as integers, floats, and dates to bar charts, scatter plots, and moreCreate controls a....
A Gentle Introduction to Statistics Using SAS Studio in the Cloud

Author
Release Date 2021/05
Point and click your way to performing statistics! Many people are intimidated by learning statistics, but A Gentle Introduction to Statistics Using SAS Studio in the Cloud is here to help. Whether you need to perform statistical analysis for a project or, perhaps, for a course in education, psycho....
Data Fabric as Modern Data Architecture

Author
Release Date 2021/06
Data fabric is a hot concept in data management today. By encompassing the data ecosystem your company already has in place, this architectural design pattern provides your staff with one reliable place to go for data. In this report, author Alice LaPlante shows CIOs, CDOs, and CAOs how data fabric ....
MATLAB For Dummies, 2nd Edition

Author
Release Date 2021/06
Go from total MATLAB newbie to plotting graphs and solving equations in a flash! MATLAB is one of the most powerful and commonly used tools in the STEM field. But did you know it doesn’t take an advanced degree or a ton of computer experience to learn it? MATLAB For Dummies ....
Integrating D3.js with React: Learn to Bring Data Visualization to Life

Author
Release Date 2021/06
Integrate D3.js into a React TypeScript project and create a chart component working in harmony with React. This book will show you how utilize D3 with React to bring life to your charts.Seasoned author Elad Elrom will show you how to create simple charts such as line, bar, donut, scatte....
Behavioral Data Analysis with R and Python

Author Florent Buisson
Release Date 2021/06
Most of the data that companies collect is related to customer behaviors, such as clicks on a website or purchases in a supermarket. But data science algorithms and predictive analytics tools aren’t that specific, so customer data is treated the same way as, for example, ....
Tableau Desktop Pocket Reference

Author
Release Date 2021/06
In a crowded field of data visualization and analytics tools, Tableau Desktop has emerged as the clear leader. This is partly due to its ease of use, but once you dive into Tableau's extensive feature set, you'll understand just how powerful and flexible this software can be for your business or o....
Expert Data Modeling with Power BI

Author
Release Date 2021/06
Manage and work with business data effectively by learning data modeling techniques and leveraging the latest features of Power BIKey FeaturesUnderstand data modeling techniques to get the best out of data using Power BIDefine the relationships between data to extract valuable insightsSolve a wide v....

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