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[PDF] Beginning Data Science In R: Data Analysis, Visualization, And Modelling For The Data Scientist

 

 

 

Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist

by Thomas Mailund

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Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist Thomas Mailund

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Data and Goliath: The Hidden Battles to Collect Your Data and Control Your World 1st EditionDevotees will tell you that the power of R resides in its community of contributorsand the diversity of packages they make available for others to usestringr offers a suite of string operators1By Bruce Schneierby Anthony M19 Courses (67 hours)Intro to Python for Data ScienceIntermediate Python for Data SciencePython Data Science Toolbox (Part 1)Python Data Science Toolbox (Part 2)Importing Data in Python (Part 1)Importing Data in Python (Part 2)Cleaning Data in Pythonpandas FoundationsManipulating DataFrames with pandasMerging DataFrames with pandasIntroduction to Databases in PythonIntroduction to Data Visualization with PythonInteractive Data Visualization with BokehStatistical Thinking in Python (Part 1)Statistical Thinking in Python (Part 2)Supervised Learning with scikit-learnUnsupervised Learning in PythonNetwork Analysis in Python (Part 1)Machine Learning with the Experts: School BudgetsData Analyst with PythonThis track is essentially a shorter version of the Data Scientist track, and it stops at Statistical Thinking instead of going on to machine learning topicsCourses offered by Data Society: Data Society is the fastest way to learn how to use machine learning methods to get insights out of your dataUnlike many of the other course routes listed here, O'Reilly's paths are pure video content, but they have several projects for you to do scattered throughout the lessonsBy Nina Zumel and John MountPredictive Analytics: The Power to Predict Who Will Click, Buy, Lie or DieBig Data: A Revolution that will Transform how we Live, Work and ThinkR Programming from Johns Hopkins University via Coursera: This is the second course in aData Science specializationWith twomillion users, R boasts a vibrant online communityPrice: $429.99 Lessons:Introduction to Python (3.5 hours)Learning iPython Notebook (3 hours)Working with Algorithms in Python (8.5 hours)Python Data Structures (4 hours)SQL and Relational Databases At 62 hours of video training, the SQL and Relational Databases course is the longest learning path that O'Reilly offers13 Courses (47 hours)Intro to Python for Data ScienceIntermediate Python for Data SciencePython Data Science Toolbox (Part 1)Importing Data in Python (Part 1)Importing Data in Python (Part 2)Cleaning Data in Pythonpandas FoundationsManipulating DataFrames with pandasMerging DataFrames with pandasIntroduction to Databases in PythonIntroduction to Data Visualization with PythonStatistical Thinking in Python (Part 1)Statistical Thinking in Python (Part 2)Data Scientist with RThis track takes you from absolutely no knowledge of R to to effective machine learning with the language

 

plyr provides a handful of functions that split a data structure into groups, apply a function on each group, and return the results in a data structureBy going through us to gain access to a course, LearnDataSci may receive a commissionHeres how some big names are making R work for themData Analysis with R from Udacity: This two-month, six-hours-per-week course uses R for exploratory data analysisExplains the principles of visual storytelling with Big Datareshape2, as the name suggests, does data restructuring: It converts data from wide to long format and vice versa b2ff6ad845

 

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