2021 Data Science & Machine Learning with R from A-Z Course

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name:	2021 Data Science & Machine Learning with R from A-Z Course
说明: Description Welcome to the Learn Data Science and Machine Learning with R from A-Z Course! In this practical, hands-on course you’ll learn how to program in R and how to use R for effective data analysis, visualization and how to make use of that data in a practical manner. You will learn how to install and configure software necessary for a statistical programming environment and describe generic programming language concepts as they are implemented in a high-level statistical language. Our main objective is to give you the education not just to understand the ins and outs of the R programming language, but also to learn exactly how to become a professional Data Scientist with R and land your first job. The course covers practical issues in statistical computing which include programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organizing and commenting on R code. Blending practical work with solid theoretical training, we take you from the basics of R Programming to mastery. We understand that theory is important to build a solid foundation, we understand that theory alone isn’t going to get the job done so that’s why this course is packed with practical hands-on examples that you can follow step by step. Even if you already have some coding experience, or want to learn about the advanced features of the R programming language, this course is for you! R coding experience is either required or recommended in job postings for data scientists, machine learning engineers, big data engineers, IT specialists, database developers and much more. Adding R coding language skills to your resume will help you in any one of these data specializations requiring mastery of statistical techniques. Together we’re going to give you the foundational education that you need to know not just on how to write code in R, analyze and visualize data but also how to get paid for your newly developed programming skills. The course covers 6 main areas: 1: DS + ML COURSE + R INTRO This intro section gives you a full introduction to the R programming language, data science industry and marketplace, job opportunities and salaries, and the various data science job roles. Intro to Data Science + Machine Learning Data Science Industry and Marketplace Data Science Job Opportunities R Introduction Getting Started with R 2: DATA TYPES/STRUCTURES IN R This section gives you a full introduction to the data types and structures in R with hands-on step by step training. Vectors Matrices Lists Data Frames Operators Loops Functions Databases + more! 3: DATA MANIPULATION IN R This section gives you a full introduction to the Data Manipulation in R with hands-on step by step training. Tidy Data Pipe Operator dplyr verbs: Filter, Select, Mutate, Arrange + more! String Manipulation Web Scraping 4: DATA VISUALIZATION IN R This section gives you a full introduction to the Data Visualization in R with hands-on step by step training. Aesthetics Mappings Single Variable Plots Two-Variable Plots Facets, Layering, and Coordinate System 5: MACHINE LEARNING This section gives you a full introduction to Machine Learning with hands-on step by step training. Intro to Machine Learning Data Preprocessing Linear Regression Logistic Regression Support Vector Machines K-Means Clustering Ensemble Learning Natural Language Processing Neural Nets 6: STARTING A DATA SCIENCE CAREER This section gives you a full introduction to starting a career as a Data Scientist with hands-on step by step training. Creating a Resume Personal Branding Freelancing + Freelance websites Importance of Having a Website Networking By the end of the course you’ll be a professional Data Scientist with R and confidently apply for jobs and feel good knowing that you have the skills and knowledge to back it up. Who this course is for: Students who want to learn about Data Science and Machine Learning Requirements Basic computer skills Last Updated 1/2021
YouTube 视频:
类别:	Tutorials
语言:	English
总大小:	12.56 GB
哈希信息:	86942B6AA3E050614E6B5DE979F5070A1045AE01
增加:	tutsnode
加入的日期:	2021-05-14 23:27:50
洪流地位:	Torrent Verified

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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/1. Data Science and Machine Learning Course Intro/1. Data Science and Machine Learning Intro Section Overview.mp4	24.26 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/1. Data Science and Machine Learning Course Intro/2. What is Data Science.mp4	112.37 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/1. Data Science and Machine Learning Course Intro/2. What is Data Science.srt	15.41 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/1. Data Science and Machine Learning Course Intro/3. Machine Learning Overview.mp4	66.44 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/1. Data Science and Machine Learning Course Intro/4. Data Science + Machine Learning Marketplace.mp4	54.32 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/1. Data Science and Machine Learning Course Intro/5. Who is This Course For.mp4	31.18 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/1. Data Science and Machine Learning Course Intro/6. Data Science and Machine Learning Job Opportunities.mp4	29.24 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/1. Data Science and Machine Learning Course Intro/6. Data Science and Machine Learning Job Opportunities.srt	4.12 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/10. Data Preprocessing/1. Data Preprocessing Intro.mp4	204.41 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/11. Linear Regression A Simple Model/1. Linear Regression A Simple Model Intro.mp4	231.04 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/11. Linear Regression A Simple Model/2. A Simple Model.mp4	436.85 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/12. Exploratory Data Analysis/1. Exploratory Data Analysis Intro.mp4	208.01 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/12. Exploratory Data Analysis/2. Hands-on Exploratory Data Analysis.mp4	467.75 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/13. Linear Regression - A Real Model/1. Linear Regression - Real Model Section Intro.mp4	294.99 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/13. Linear Regression - A Real Model/1. Linear Regression - Real Model Section Intro.srt	50.54 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/13. Linear Regression - A Real Model/2. Linear Regression in R - Real Model.mp4	420.30 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/14. Logistic Regression/1. Introduction to Logistic Regression.mp4	339.85 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/15. Starting A Career in Data Science/1. Starting a Data Science Career Section Overview.mp4	26.34 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/15. Starting A Career in Data Science/2. Creating A Data Science Resume.mp4	45.23 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/15. Starting A Career in Data Science/4. Top Freelance Websites.mp4	50.35 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/15. Starting A Career in Data Science/5. Personal Branding.mp4	64.79 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/15. Starting A Career in Data Science/6. Networking Do's and Don'ts.mp4	39.25 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/15. Starting A Career in Data Science/7. Setting Up a Website.mp4	36.10 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/2. Getting Started with R/1. Getting Started with R.mp4	92.42 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/2. Getting Started with R/5. Tidyverse Overview.mp4	35.04 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/2. Getting Started with R/6. Additional Resources.mp4	39.52 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/1. Data Types and Structures in R Section Overview.mp4	187.72 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/1. Data Types and Structures in R Section Overview.srt	26.69 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/10. Working with Lists.mp4	153.60 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/10. Working with Lists.srt	33.89 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/11. Introduction to Data Frames.mp4	150.46 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/11. Introduction to Data Frames.srt	24.27 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/12. Creating Data Frames.mp4	126.99 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/13. Data Frames Helper Functions.mp4	197.43 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/14. Data Frames Tibbles.mp4	288.60 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/2. Basic Types.mp4	37.75 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/3. Vectors Part One.mp4	88.69 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/3. Vectors Part One.srt	20.30 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/4. Vectors Part Two.mp4	163.63 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/5. Vectors Missing Values.mp4	74.87 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/6. Vectors Coercion.mp4	45.63 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/7. Vectors Naming.mp4	34.33 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/8. Vectors Misc..mp4	21.27 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/8. Vectors Misc..srt	7.20 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/9. Working with Matrices.mp4	132.37 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/3. Data Types and Structures in R/9. Working with Matrices.srt	38.90 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/1. Intermedia R Section Introduction.mp4	420.94 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/1. Intermedia R Section Introduction.srt	63.84 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/10. Functional Programming.mp4	281.25 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/10. Functional Programming.srt	41.03 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/11. Data ImportExport.mp4	130.51 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/11. Data ImportExport.srt	25.90 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/12. Working with Databases.mp4	207.99 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/12. Working with Databases.srt	37.03 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/2. Relational Operators.mp4	66.28 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/2. Relational Operators.srt	13.86 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/3. Logical Operators.mp4	43.44 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/3. Logical Operators.srt	8.96 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/4. Conditional Statements.mp4	58.31 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/5. Working with Loops.mp4	30.76 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/5. Working with Loops.srt	9.02 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/6. Working with Functions.mp4	79.94 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/7. Working with Packages.mp4	76.46 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/8. Working with Factors.mp4	160.42 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/4. Intermediate R/9. Dates & Times.mp4	173.34 MB
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[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/1. Data Manipulation Section Intro.mp4	315.40 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/1. Data Manipulation Section Intro.srt	45.25 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/10. String Manipulation {stringr}.mp4	257.04 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/10. String Manipulation {stringr}.srt	41.59 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/11. Web Scraping {rvest}.mp4	545.10 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/11. Web Scraping {rvest}.srt	75.81 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/12. JSON Parsing {jsonlite}.mp4	81.18 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/12. JSON Parsing {jsonlite}.srt	13.50 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/2. Tidy Data.mp4	54.64 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/2. Tidy Data.srt	13.53 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/3. The Pipe Operator.mp4	81.93 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/3. The Pipe Operator.srt	17.88 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/4. {dplyr} The Filter Verb.mp4	153.61 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/4. {dplyr} The Filter Verb.srt	29.15 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/5. {dplyr} The Select Verb.mp4	354.98 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/5. {dplyr} The Select Verb.srt	63.84 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/6. {dplyr} The Mutate Verb.mp4	243.29 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/6. {dplyr} The Mutate Verb.srt	41.00 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/7. {dplyr} The Arrange Verb.mp4	63.61 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/7. {dplyr} The Arrange Verb.srt	12.31 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/8. {dplyr} The Summarize Verb.mp4	142.05 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/8. {dplyr} The Summarize Verb.srt	29.75 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/9. Data Pivoting {tidyr}.mp4	293.45 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/5. Data Manipulation in R/9. Data Pivoting {tidyr}.srt	55.41 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/1. Data Visualization in R Section Intro.mp4	146.37 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/1. Data Visualization in R Section Intro.srt	25.26 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/2. Getting Started with Data Visualization in R.mp4	144.91 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/2. Getting Started with Data Visualization in R.srt	21.70 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/2.1 Comprehensive Guide to Data Visualization_R-11.pdf	6.04 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/3. Aesthetics Mappings.mp4	176.88 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/3. Aesthetics Mappings.srt	35.20 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/4. Single Variable Plots.mp4	275.97 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/4. Single Variable Plots.srt	50.25 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/5. Two Variable Plots.mp4	137.05 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/5. Two Variable Plots.srt	28.61 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/6. Facets, Layering, and Coordinate Systems.mp4	142.55 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/6. Facets, Layering, and Coordinate Systems.srt	23.92 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/7. Styling and Saving.mp4	69.53 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/6. Data Visualization in R/7. Styling and Saving.srt	15.72 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/7. Creating Reports with R Markdown/1. Introduction to R Markdown.mp4	191.96 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/7. Creating Reports with R Markdown/1. Introduction to R Markdown.srt	40.33 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/8. Building Webapps with R Shiny/1. Introduction to R Shiny.mp4	215.94 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/8. Building Webapps with R Shiny/1. Introduction to R Shiny.srt	39.51 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/8. Building Webapps with R Shiny/2. Creating A Basic R Shiny App.mp4	200.36 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/8. Building Webapps with R Shiny/2. Creating A Basic R Shiny App.srt	39.97 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/8. Building Webapps with R Shiny/3. Other Examples with R Shiny.mp4	233.37 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/8. Building Webapps with R Shiny/3. Other Examples with R Shiny.srt	46.50 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/9. Introduction to Machine Learning/1. Introduction to Machine Learning Part One.mp4	195.56 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/9. Introduction to Machine Learning/1. Introduction to Machine Learning Part One.srt	33.18 kB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/9. Introduction to Machine Learning/2. Introduction to Machine Learning Part Two.mp4	427.08 MB
[TutsNode.com] - 2021 Data Science & Machine Learning with R from A-Z Course/9. Introduction to Machine Learning/2. Introduction to Machine Learning Part Two.srt	69.10 kB

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2021 Data Science & Machine Learning with R from A-Z Course