Sign-In
Cart
R 4 Data Science Quick Reference: A Pocket Guide to Apis, Libraries, and Packages
Paperback
DatabasesGeneral ComputersProgramming
Publisher Price: $37.99
ISBN13: 9781484287798
Publisher: Apress
Published: Oct 29 2022
Pages: 232
Weight: 0.95
Height: 0.51 Width: 7.00 Depth: 10.00
Language: English
What You'll Learn
- Implement applicable R 4 programming language specification features
- Import data with readr
- Work with categories using forcats, time and dates with lubridate, and strings with stringr
- Format data using tidyr and then transform that data using magrittr and dplyr
- Write functions with R for data science, data mining, and analytics-based applications
- Visualize data with ggplot2 and fit data to models using modelr
Programmers new to R's data science, data mining, and analytics packages. Some prior coding experience with R in general is recommended.
Also from
Mailund, Thomas
Introducing Markdown and Pandoc: Using Markup Language and Document Converter
Mailund, Thomas
Paperback
Introduction to Computational Thinking: Problem Solving, Algorithms, Data Structures, and More
Mailund, Thomas
Paperback
Metaprogramming in R: Advanced Statistical Programming for Data Science, Analysis and Finance
Mailund, Thomas
Paperback
Advanced Object-Oriented Programming in R: Statistical Programming for Data Science, Analysis and Finance
Mailund, Thomas
Paperback
Functional Programming in R 4: Advanced Statistical Programming for Data Science, Analysis, and Finance
Mailund, Thomas
Paperback
Beginning Data Science in R 4: Data Analysis, Visualization, and Modelling for the Data Scientist
Mailund, Thomas
Paperback
Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist
Mailund, Thomas
Paperback
Pointers in C Programming: A Modern Approach to Memory Management, Recursive Data Structures, Strings, and Arrays
Mailund, Thomas
Paperback
Also in
Databases
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Kleppmann, Martin
Paperback
SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL
Shields, Walter
Hardcover
Fundamentals of Data Engineering: Plan and Build Robust Data Systems
Reis, Joe
Housley, Matt
Paperback
Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python
Gedeck, Peter
Bruce, Peter
Bruce, Andrew
Paperback
The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling
Kimball, Ralph
Ross, Margy
Paperback
Fusion Strategy: How Real-Time Data and AI Will Power the Industrial Future
Govindarajan, Vijay
Venkatraman, Venkat
Hardcover
SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL
Shields, Walter
Paperback
Introduction to Statistics: An Intuitive Guide for Analyzing Data and Unlocking Discoveries
Frost, Jim
Paperback
Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing
Tang, Diane
Xu, Ya
Kohavi, Ron
Paperback
Statistical Tableau: How to Use Statistical Models and Decision Science in Tableau
Lang, Ethan
Paperback
Product Operations: How successful companies build better products at scale
Perri, Melissa
Tilles, Denise
Paperback
Hands-On Salesforce Data Cloud: Implementing and Managing a Real-Time Customer Data Platform
Avila, Joyce Kay
Paperback
Data Analytics & Visualization All-In-One for Dummies
Hyman, Jack A.
McFedries, Paul
Massaron, Luca
Paperback
SQL Cookbook: Query Solutions and Techniques for All SQL Users
Molinaro, Anthony
Graaf, Robert de
Paperback
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
Hastie, Trevor
Friedman, Jerome
Tibshirani, Robert
Hardcover
Apache Iceberg: The Definitive Guide: Data Lakehouse Functionality, Performance, and Scalability on the Data Lake
Hughes, Jason
Merced, Alex
Shiran, Tomer
Paperback
The Definitive Guide to Dax: Business Intelligence for Microsoft Power Bi, SQL Server Analysis Services, and Excel
Russo, Marco
Ferrari, Alberto
Paperback
Designing Data Governance from the Ground Up: Six Steps to Build a Data-Driven Culture
Maffeo, Lauren
Paperback
R in Action, Third Edition: Data Analysis and Graphics with R and Tidyverse
Kabacoff, Robert I.
Paperback
Mathletics: How Gamblers, Managers, and Fans Use Mathematics in Sports, Second Edition
Nestler, Scott
Pelechrinis, Konstantinos
Winston, Wayne L.
Paperback
Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning
Gutman, Alex J.
Goldmeier, Jordan
Paperback
Analytics the Right Way: A Business Leader's Guide to Putting Data to Productive Use
Wilson, Tim
Sutherland, Joe
Paperback
Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success
Seiner, Robert
Paperback
SQL for Data Analysis: Advanced Techniques for Transforming Data Into Insights
Tanimura, Cathy
Paperback
Agile Data Warehouse Design: Collaborative Dimensional Modeling, from Whiteboard to Star Schema
Corr, Lawrence
Stagnitto, Jim
Paperback
Exam Ref Dp-600 Implementing Analytics Solutions Using Microsoft Fabric
Winter, Johnny
Resl, Stepan
Maslyuk, Daniil
Paperback
Football Analytics with Python & R: Learning Data Science Through the Lens of Sports
Erickson, Richard a.
Eager, Eric A.
Paperback
High Performance PostgreSQL for Rails: Reliable, Scalable, Maintainable Database Applications
Atkinson, Andrew
Paperback
Blockchain: The Comprehensive Guide to Blockchain Development, Ethereum, Solidity, and Smart Contracts
Fertig, Tobias
Schütz, Andreas
Paperback
Numerical Python: Scientific Computing and Data Science Applications with Numpy, Scipy and Matplotlib
Johansson, Robert
Paperback
Data and Reality: A Timeless Perspective on Perceiving and Managing Information in Our Imprecise World, 3rd Edition
Kent, William
Paperback
Data Modeling with Microsoft Power BI: Self-Service and Enterprise Data Warehouse with Power BI
Ehrenmueller-Jensen, Markus
Paperback
Collect, Combine, and Transform Data Using Power Query in Power Bi and Excel
Maslyuk, Daniil
Raviv, Gil
Paperback
Turning Data into Wisdom: How We Can Collaborate with Data to Change Ourselves, Our Organizations, and Even the World
Hanegan, Kevin
Paperback
Alteryx Designer: The Definitive Guide: Simplify and Automate Your Analytics
Burkhow, Joshua
Paperback
Winning with Data Science: A Handbook for Business Leaders
Friedman, Howard Steven
Swaminathan, Akshay
Hardcover
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us about Who We Really Are
Stephens-Davidowitz, Seth
Paperback
Aerospike: Up and Running: Developing on a Modern Operational Database for Globally Distributed Apps
Autin, Albert
Srinivasan, V.
Faulkes, Tim
Paperback
Streaming Databases: Unifying Batch and Stream Processing
Dulay, Hubert
Debusmann, Ralph Matthias
Paperback
Implementing Data Mesh: Design, Build, and Implement Data Contracts, Data Products, and Data Mesh
Perrin, Jean-Georges
Broda, Eric
Paperback
Apache Airflow Best Practices: A practical guide to orchestrating data workflow with Apache Airflow
Storey, Dylan
Intorf, Dylan
Doorn, Kendrick Van
Paperback
Practical Time Series Analysis: Prediction with Statistics and Machine Learning
Nielsen, Aileen
Paperback
PostgreSQL 16 Administration Cookbook: Solve real-world Database Administration challenges with 180+ practical recipes and best practices
Mejías, Boriss
Angelakos, Jimmy
Ciolli, Gianni
Paperback
SQL Server 2022 Query Performance Tuning: Troubleshoot and Optimize Query Performance
Fritchey, Grant
Paperback
Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (Nlp) Applications
Winkler, Christian
Albrecht, Jens
Ramachandran, Sidharth
Paperback
Value-Driven Data: Identifying, Communicating and Delivering Effective Business Solutions with Data
Odaro, Edosa
Paperback
Data Strategy: How to Profit from a World of Big Data, Analytics and Artificial Intelligence
Marr, Bernard
Paperback
The Data Storyteller's Handbook: How to create business impact using data storytelling
Greenbrook, Kat
Paperback
Databricks Certified Data Engineer Associate Study Guide: In-Depth Guidance and Practice
Alhussein, Derar
Paperback
Observability Engineering: Achieving Production Excellence
Miranda, George
Majors, Charity
Fong-Jones, Liz
Paperback
Databricks Data Intelligence Platform: Unlocking the Genai Revolution
Gupta, Nikhil
Yip, Jason
Paperback
Data Analytics with Hadoop: An Introduction for Data Scientists
Kim, Jenny
Bengfort, Benjamin
Paperback
Optimizing DAX: Improving DAX performance in Microsoft Power BI and Analysis Services
Russo, Marco
Ferrari, Alberto
Paperback
Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale
Palino, Todd
Sivaram, Rajini
Shapira, Gwen
Paperback
Data Governance: The Definitive Guide: People, Processes, and Tools to Operationalize Data Trustworthiness
Eryurek, Evren
Gilad, Uri
Lakshmanan, Valliappa
Paperback
Business 101 for the Data Professional: What You Need to Know to Succeed in Business
Morrow, Jordan
Paperback
Analytics Engineering with SQL and Dbt: Building Meaningful Data Models at Scale
Russa, Helder
Machado, Rui Pedro
Paperback
Object-Role Modeling Fundamentals: A Practical Guide to Data Modeling with ORM
Halpin, Terry
Paperback
Build a Robo-Advisor with Python (from Scratch): Automate Your Financial and Investment Decisions
Michalka, Alex
Reider, Rob
Paperback
Cockroachdb: The Definitive Guide: Distributed Data at Scale
Darnell, Ben
Harrison, Guy
Seldess, Jesse
Paperback
Big Data in Der Mobilität: Akteure, Geschäftsmodelle Und Nutzenpotenziale Für Die Welt Von Morgen
Gatzert, Nadine
Knorre, Susanne
Müller-Peters, Horst
Paperback
Delta Lake: The Definitive Guide: Modern Data Lakehouse Architectures with Data Lakes
Wentling, Tristen
Haines, Scott
Lee, Denny
Paperback
Learn Microsoft Fabric: A practical guide to performing data analytics in the era of artificial intelligence
Ali, Arshad
Schacht, Bradley
Paperback
SQL for Data Scientists: A Beginner's Guide for Building Datasets for Analysis
Teate, Renee M. P.
Paperback
Hands-On MySQL Administration: Managing MySQL on Premises and in the Cloud
Aravindan, Arunjith
Ayyalusamy, Jeyaram
Paperback
Applied Unsupervised Learning with Python
Jones, Aaron
Kruger, Christopher
Johnston, Benjamin
Paperback
Azure Data Factory by Example: Practical Implementation for Data Engineers
Swinbank, Richard
Paperback
Mongodb: The Definitive Guide: Powerful and Scalable Data Storage
Brazil, Eoin
Chodorow, Kristina
Bradshaw, Shannon
Paperback
Learn PostgreSQL - Second Edition: Use, manage and build secure and scalable databases with PostgreSQL 16
Ferrari, Luca
Pirozzi, Enrico
Paperback
Product Analytics: Applied Data Science Techniques for Actionable Consumer Insights
Rodrigues, Joanne
Paperback
Text Data Management and Analysis: A Practical Introduction to Information Retrieval and Text Mining
Zhai, Chengxiang
Massung, Sean
Paperback
The Decision Maker's Handbook to Data Science: AI and Data Science for Non-Technical Executives, Managers, and Founders
Kampakis, Stylianos
Paperback
Data Governance Handbook: A practical approach to building trust in data
Batchelder, Wendy S.
Paperback
The Enterprise Data Catalog: Improve Data Discovery, Ensure Data Governance, and Enable Innovation
Olesen-Bagneux, Ole
Paperback
Predictive Analytics for the Modern Enterprise: A Practitioner's Guide to Designing and Implementing Solutions
Ali, Nooruddin Abbas
Paperback
Practical Lakehouse Architecture: Designing and Implementing Modern Data Platforms at Scale
Thalpati, Gaurav Ashok
Paperback
Practical Natural Language Processing: A Comprehensive Guide to Building Real-World Nlp Systems
Majumder, Bodhisattwa
Vajjala, Sowmya
Gupta, Anuj
Paperback
Database Management for Business Leaders: Building and Using Data Solutions That Work for You
Ruddell, Larry
Paperback
Data Engineering Best Practices: Architect robust and cost-effective data solutions in the cloud era
Larochelle, David
Schiller, Richard J.
Paperback
Snowflake: The Definitive Guide: Architecting, Designing, and Deploying on the Snowflake Data Cloud
Avila, Joyce Kay
Paperback
Data-Driven Talent Management: Using Analytics to Improve Employee Experience
Saling, Kristin
Paperback
Text as Data: A New Framework for Machine Learning and the Social Sciences
Grimmer, Justin
Roberts, Margaret E.
Stewart, Brandon M.
Paperback
Aprende SQL en un fin de semana: El curso definitivo para crear y consultar bases de datos
Padial Solier, Antonio
Paperback
High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark
Warren, Rachel
Karau, Holden
Paperback
SAP S/4hana Financial Accounting Certification Guide: Application Associate Exam
Pougkas, Stefanos
Paperback
Fundamentals of Analytics Engineering: An introduction to building end-to-end analytics solutions
Wilde, Dumky de
Kassapian, Fanny
Gligorevic, Jovan
Paperback
Excel 2021: Everything you need to know about Excel to go from Beginner to Expert
Wright, Nora E.
Paperback
MICROSOFT EXCEL & ACCESS For Beginners and Pros. 2024: A Complete Guide to Master Excel and Access 365 for All Users
Sherer, Charles
Paperback
Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management
Linoff, Gordon S.
Berry, Michael J. a.
Paperback
Data and Analytics Strategy for Business: Unlock Data Assets and Increase Innovation with a Results-Driven Data Strategy
Asplen-Taylor, Simon
Paperback
Discriminating Data: Correlation, Neighborhoods, and the New Politics of Recognition
Chun, Wendy Hui Kyong
Paperback
Data Analytics Made Easy: Analyze and present data to make informed decisions without writing any code
Mauro, Andrea de
Paperback
Architecting Data and Machine Learning Platforms: Enable Analytics and Ai-Driven Innovation in the Cloud
Tranquillin, Marco
Tekiner, Firat
Lakshmanan, Valliappa
Paperback
PostgreSQL Query Optimization: The Ultimate Guide to Building Efficient Queries
Dombrovskaya, Henrietta
Bailliekova, Anna
Database Expert
Paperback
Data Quality Fundamentals: A Practitioner's Guide to Building Trustworthy Data Pipelines
Gavish, Lior
Vorwerck, Molly
Moses, Barr
Paperback
97 Things about Ethics Everyone in Data Science Should Know: Collective Wisdom from the Experts
Franks, Bill
Paperback