title
RStudio Tutorial For Beginners | RStudio Installation | R Tutorial | R Training | Edureka

description
( R Training : https://www.edureka.co/data-analytics-with-r-certification-training ) This Edureka RStudio Tutorial For Beginners will help you in understanding the need for Rstudio and how it is used. Check out our blog: R Tutorial – A Beginner’s Guide to Learning R Programming( https://goo.gl/UeKg5g ) Check out our R Playlist: https://goo.gl/huUh7Y Subscribe to our channel to get video updates. Hit the subscribe button above. #R #RStudio #Rtutorial #Ronlinetraining #Rforbeginners #Rprogramming How it Works? 1. This is a 5 Week Instructor led Online Course, 30 hours of assignment and 20 hours of project work 2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course. 3. At the end of the training you will be working on a real time project for which we will provide you a Grade and a Verifiable Certificate! - - - - - - - - - - - - - - - - - About the Course edureka's Data Analytics with R training course is specially designed to provide the requisite knowledge and skills to become a successful analytics professional. It covers concepts of Data Manipulation, Exploratory Data Analysis, etc before moving over to advanced topics like the Ensemble of Decision trees, Collaborative filtering, etc. During our Data Analytics with R Certification training, our instructors will help you: 1. Understand concepts around Business Intelligence and Business Analytics 2. Explore Recommendation Systems with functions like Association Rule Mining , user-based collaborative filtering and Item-based collaborative filtering among others 3. Apply various supervised machine learning techniques 4. Perform Analysis of Variance (ANOVA) 5. Learn where to use algorithms - Decision Trees, Logistic Regression, Support Vector Machines, Ensemble Techniques etc 6. Use various packages in R to create fancy plots 7. Work on a real-life project, implementing supervised and unsupervised machine learning techniques to derive business insights - - - - - - - - - - - - - - - - - - - Who should go for this course? This course is meant for all those students and professionals who are interested in working in analytics industry and are keen to enhance their technical skills with exposure to cutting-edge practices. This is a great course for all those who are ambitious to become 'Data Analysts' in near future. This is a must learn course for professionals from Mathematics, Statistics or Economics background and interested in learning Business Analytics. - - - - - - - - - - - - - - - - Why learn Data Analytics with R? The Data Analytics with R training certifies you in mastering the most popular Analytics tool. "R" wins on Statistical Capability, Graphical capability, Cost, rich set of packages and is the most preferred tool for Data Scientists. Below is a blog that will help you understand the significance of R and Data Science: Mastering R Is The First Step For A Top-Class Data Science Career Having Data Science skills is a highly preferred learning path after the Data Analytics with R training. Check out the upgraded Data Science Course For more information, please write back to us at sales@edureka.co or call us at IND: 9606058406 / US: 18338555775 (toll-free). Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka

detail
{'title': 'RStudio Tutorial For Beginners | RStudio Installation | R Tutorial | R Training | Edureka', 'heatmap': [{'end': 607.962, 'start': 589.026, 'weight': 0.812}, {'end': 665.357, 'start': 643.502, 'weight': 0.789}, {'end': 781.627, 'start': 747.788, 'weight': 0.735}, {'end': 1039.448, 'start': 964.958, 'weight': 0.852}], 'summary': "This tutorial covers an overview of r and rstudio, introduction to r's basic features, comparison of rstudio and microsoft r server, customizing rstudio appearance and features, and the interactive r prompt and rstudio vs base r, emphasizing the need to start with r before exploring rstudio, and the advantages of rstudio over base r for beginners.", 'chapters': [{'end': 381.885, 'segs': [{'end': 95.286, 'src': 'embed', 'start': 62.609, 'weight': 0, 'content': [{'end': 70.495, 'text': 'S was essentially developed a few decades back by John Chambers while he was working at Bell Labs.', 'start': 62.609, 'duration': 7.886}, {'end': 81.82, 'text': 'So, essentially, R finds its roots to the original language by the name S, which came into existence a few decades back.', 'start': 71.815, 'duration': 10.005}, {'end': 93.125, 'text': 'However, in the last decade or so, R was essentially evolved from the University of Auckland by the two gentlemen by the name,', 'start': 82.56, 'duration': 10.565}, {'end': 95.286, 'text': 'Ross Kihaka and Robert Gentleman.', 'start': 93.125, 'duration': 2.161}], 'summary': 'R language evolved from s, developed by john chambers, and later from university of auckland by ross kihaka and robert gentleman.', 'duration': 32.677, 'max_score': 62.609, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM62609.jpg'}, {'end': 180.272, 'src': 'embed', 'start': 121.064, 'weight': 1, 'content': [{'end': 131.476, 'text': "The beauty with R is that it's a language that's very close to the high-level languages that we have, for instance, SQLs of the world.", 'start': 121.064, 'duration': 10.412}, {'end': 140.367, 'text': 'And that is one of the major reasons why R has gained so much popularity amongst the data science and analytics world.', 'start': 131.997, 'duration': 8.37}, {'end': 150.511, 'text': 'And there is a joke that goes around with respect to R as well, that R is a programming language of non-programmers.', 'start': 141.548, 'duration': 8.963}, {'end': 159.415, 'text': "So if you're an R expert, you've basically learned a language that has its roots to the statistics side.", 'start': 151.192, 'duration': 8.223}, {'end': 167.998, 'text': 'And as I was saying, R has been the open source lingua franca with respect to data science and analytics world.', 'start': 159.495, 'duration': 8.503}, {'end': 178.109, 'text': "And the very reason why it's so popular is that it's open source and it has a lot of people contributing packages, functions, libraries,", 'start': 168.718, 'duration': 9.391}, {'end': 180.272, 'text': 'et cetera to its evolution.', 'start': 178.109, 'duration': 2.163}], 'summary': 'R is popular in data science due to its closeness to high-level languages and open-source nature.', 'duration': 59.208, 'max_score': 121.064, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM121064.jpg'}, {'end': 302.595, 'src': 'embed', 'start': 275.665, 'weight': 3, 'content': [{'end': 281.167, 'text': "Basically, if you want to run R, you don't really need RStudio as a base pack.", 'start': 275.665, 'duration': 5.502}, {'end': 284.328, 'text': 'So RStudio is like an encapsulation.', 'start': 281.747, 'duration': 2.581}, {'end': 291.751, 'text': "It's like a wrapper on top of the base R, which essentially gives a good look and feel.", 'start': 284.948, 'duration': 6.803}, {'end': 295.872, 'text': 'It improves the user interactive ability of the tool.', 'start': 292.331, 'duration': 3.541}, {'end': 302.595, 'text': 'And it makes the user capable of doing multiple tasks in the same application.', 'start': 296.653, 'duration': 5.942}], 'summary': 'Rstudio enhances base r, improving user interaction and multitasking.', 'duration': 26.93, 'max_score': 275.665, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM275665.jpg'}, {'end': 357.493, 'src': 'embed', 'start': 330.539, 'weight': 4, 'content': [{'end': 334.902, 'text': 'The very reason is for someone who is actually beginning their journey,', 'start': 330.539, 'duration': 4.363}, {'end': 342.186, 'text': 'RStudio can be a little too overwhelming because of the information that it exposes you to.', 'start': 334.902, 'duration': 7.284}, {'end': 350.291, 'text': "So it's always good to actually get your hands dirtied on the base version of R and then start exploring RStudio.", 'start': 343.147, 'duration': 7.144}, {'end': 351.851, 'text': 'Right? OK.', 'start': 350.831, 'duration': 1.02}, {'end': 357.493, 'text': 'So on that thought, let me give you an overview of our console in general.', 'start': 352.171, 'duration': 5.322}], 'summary': 'Start with basic r before exploring rstudio, as it can be overwhelming for beginners.', 'duration': 26.954, 'max_score': 330.539, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM330539.jpg'}], 'start': 0.009, 'title': 'Overview of r and rstudio', 'summary': 'Provides an overview of r and rstudio, emphasizing the need to start with r before exploring rstudio, and explaining the different functionalities of rstudio compared to r.', 'chapters': [{'end': 381.885, 'start': 0.009, 'title': 'Overview of r and rstudio', 'summary': 'Provides an overview of r and rstudio, including their history, significance in statistical computing, and their relationship as base and encapsulation, emphasizing the need to start with r before exploring rstudio, and explaining the different functionalities of rstudio compared to r.', 'duration': 381.876, 'highlights': ['R finds its roots to the original language by the name S, which came into existence a few decades back. R has its origins in the programming language S, developed by John Chambers at Bell Labs, emphasizing its historical significance.', "R is a language that's very close to the high-level languages and has gained popularity amongst the data science and analytics world. R's popularity in the data science and analytics world is attributed to its similarity to high-level languages like SQL, contributing to its widespread adoption.", "R has been the open source lingua franca with respect to the data science and analytics world. R's open-source nature and the contribution of packages, functions, and libraries have made it a popular language within the data science and analytics community.", 'RStudio is like an encapsulation, a wrapper on top of the base R, which improves the user interactive ability of the tool. RStudio acts as an encapsulation, enhancing user interactive ability and providing a better user experience on top of the base R, highlighting its complementary role to R.', "For beginners, it's always handy to start exploring R before they can actually lay their hands on RStudio. Beginners are advised to start with R before moving on to RStudio, as RStudio can be overwhelming due to the information it exposes, emphasizing the sequential learning approach."]}], 'duration': 381.876, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM9.jpg', 'highlights': ['R has its origins in the programming language S, developed by John Chambers at Bell Labs, emphasizing its historical significance.', "R's popularity in the data science and analytics world is attributed to its similarity to high-level languages like SQL, contributing to its widespread adoption.", "R's open-source nature and the contribution of packages, functions, and libraries have made it a popular language within the data science and analytics community.", 'RStudio acts as an encapsulation, enhancing user interactive ability and providing a better user experience on top of the base R, highlighting its complementary role to R.', 'Beginners are advised to start with R before moving on to RStudio, as RStudio can be overwhelming due to the information it exposes, emphasizing the sequential learning approach.']}, {'end': 535.586, 'segs': [{'end': 513.956, 'src': 'embed', 'start': 404.545, 'weight': 0, 'content': [{'end': 408.808, 'text': 'you can actually go ahead and install the package at your own behest.', 'start': 404.545, 'duration': 4.263}, {'end': 419.654, 'text': "And at any point of time, if you're interested in seeing more content, information, manuals et cetera pertaining to R,", 'start': 410.028, 'duration': 9.626}, {'end': 430.218, 'text': 'You can actually go here and go through the FAQs, see the manuals, download the manuals, look at the R functions et cetera, et cetera.', 'start': 420.655, 'duration': 9.563}, {'end': 433.359, 'text': "It's a very, very open source community.", 'start': 430.518, 'duration': 2.841}, {'end': 442.463, 'text': 'You can actually see that there is a phenomenal amount of information available out there if you want to get started in learning R.', 'start': 433.419, 'duration': 9.044}, {'end': 451.754, 'text': 'And there is no dearth of information available on the CRAN website as well, the one that we were seeing a while back.', 'start': 444.423, 'duration': 7.331}, {'end': 462.604, 'text': "And obviously, the major reason for that is that it's an open source community, which is contributed by thousands of people across the world.", 'start': 452.899, 'duration': 9.705}, {'end': 467.206, 'text': 'So this is it about the base R.', 'start': 463.364, 'duration': 3.842}, {'end': 473.629, 'text': "As you can see, it's an extremely basic version, which doesn't have lots of frills and fancies.", 'start': 467.206, 'duration': 6.423}, {'end': 480.493, 'text': "And that's one of the reasons why we actually needed a more advanced version of R,", 'start': 474.85, 'duration': 5.643}, {'end': 485.875, 'text': 'which can be a little more interactive and which can do multiple things.', 'start': 480.493, 'duration': 5.382}, {'end': 490.757, 'text': "Now that's where RStudio comes into the picture.", 'start': 486.395, 'duration': 4.362}, {'end': 495.88, 'text': 'So for downloading RStudio, you can actually go on the website rstudio.com.', 'start': 490.858, 'duration': 5.022}, {'end': 503.587, 'text': 'Depending on your requirement, you can actually go and download the RStudio exe file alright?', 'start': 496.44, 'duration': 7.147}, {'end': 510.193, 'text': 'And there are commercial licenses to this as well, because I mean for enterprises.', 'start': 503.967, 'duration': 6.226}, {'end': 513.956, 'text': "they're not really comfortable accessing the free application.", 'start': 510.193, 'duration': 3.763}], 'summary': 'R community offers vast resources for learning and development, with rstudio catering to diverse needs and preferences.', 'duration': 109.411, 'max_score': 404.545, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM404545.jpg'}], 'start': 381.885, 'title': 'Introduction to r and rstudio', 'summary': "Provides an overview of r's basic features, emphasizes the wealth of open-source resources, and the need for rstudio's advanced functionalities.", 'chapters': [{'end': 535.586, 'start': 381.885, 'title': 'Introduction to r and rstudio', 'summary': 'Introduces the basic features of r and the availability of resources in the open-source community, highlighting the ease of customizing packages and the need for a more advanced version like rstudio for interactive and diverse functionalities.', 'duration': 153.701, 'highlights': ['R provides access to a plethora of information and resources for learning, with a significant amount available on the CRAN website. numerous resources available on CRAN website', 'RStudio is introduced as a more advanced version of R, offering interactive and diverse functionalities, and is available for download on rstudio.com. RStudio as an advanced version of R', 'The option to customize packages based on specific applications or computations is available in R. ability to customize packages in R', 'Commercial licenses for RStudio are available for enterprises, addressing concerns about accessing the free application and providing support for production-ready solutions. availability of commercial licenses for RStudio']}], 'duration': 153.701, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM381885.jpg', 'highlights': ['RStudio as an advanced version of R', 'ability to customize packages in R', 'numerous resources available on CRAN website', 'availability of commercial licenses for RStudio']}, {'end': 814.246, 'segs': [{'end': 562.568, 'src': 'embed', 'start': 536.267, 'weight': 0, 'content': [{'end': 541.308, 'text': 'So, in order to meet the enterprise SLAs, we have an enterprise addition to this as well.', 'start': 536.267, 'duration': 5.041}, {'end': 548.975, 'text': 'And even beyond RStudio, we have some of the other IDEs for R.', 'start': 542.168, 'duration': 6.807}, {'end': 553.159, 'text': 'For instance, Microsoft R Server is another one right?', 'start': 548.975, 'duration': 4.184}, {'end': 562.568, 'text': 'And one of the areas where R Server is advantageous over RStudio is that Microsoft R Server leverages multithreading.', 'start': 553.659, 'duration': 8.909}], 'summary': 'To meet enterprise slas, rstudio has an enterprise addition, with microsoft r server leveraging multithreading.', 'duration': 26.301, 'max_score': 536.267, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM536267.jpg'}, {'end': 613.208, 'src': 'heatmap', 'start': 589.026, 'weight': 0.812, 'content': [{'end': 595.63, 'text': 'And once you have it up and running, this is how it will look in your console.', 'start': 589.026, 'duration': 6.604}, {'end': 595.89, 'text': 'all right?', 'start': 595.63, 'duration': 0.26}, {'end': 601.736, 'text': 'As you can see a lot more information depicted over here for your usage.', 'start': 596.69, 'duration': 5.046}, {'end': 607.962, 'text': 'And as you can see, a lot more functionality than the base R.', 'start': 602.016, 'duration': 5.946}, {'end': 613.208, 'text': 'And you can always play around with the tabs that are present over here, depending on your usage.', 'start': 607.962, 'duration': 5.246}], 'summary': 'Console displays more information and functionality than base r.', 'duration': 24.182, 'max_score': 589.026, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM589026.jpg'}, {'end': 643.502, 'src': 'embed', 'start': 614.329, 'weight': 1, 'content': [{'end': 624.503, 'text': 'So without any further ado, let me introduce you to the major advantages that RStudio has over the base R.', 'start': 614.329, 'duration': 10.174}, {'end': 630.291, 'text': "As you can see, our console doesn't really have a separate, I should say, the script window.", 'start': 624.503, 'duration': 5.788}, {'end': 633.994, 'text': "doesn't really have a separate environment over here.", 'start': 631.132, 'duration': 2.862}, {'end': 638.918, 'text': "And it doesn't really have a history tab as well.", 'start': 634.875, 'duration': 4.043}, {'end': 643.502, 'text': 'As you can see over here, RStudio has a history tab as well,', 'start': 639.819, 'duration': 3.683}], 'summary': 'Rstudio offers advantages over base r, including a separate script window and a history tab.', 'duration': 29.173, 'max_score': 614.329, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM614329.jpg'}, {'end': 669.478, 'src': 'heatmap', 'start': 643.502, 'weight': 0.789, 'content': [{'end': 650.268, 'text': "where you can actually see what all commands you've executed in the recent past and then make use of it.", 'start': 643.502, 'duration': 6.766}, {'end': 656.232, 'text': 'And the environment is where whatever variables I initialize will reflect.', 'start': 650.928, 'duration': 5.304}, {'end': 661.735, 'text': "As you can see, I've just initialized a variable A with the value 1.", 'start': 657.193, 'duration': 4.542}, {'end': 665.357, 'text': "And that's what's reflecting over here in the environment.", 'start': 661.735, 'duration': 3.622}, {'end': 669.478, 'text': 'However, if I do the same command over here, there you go.', 'start': 665.437, 'duration': 4.041}], 'summary': 'Demonstration of command history and variable reflection in environment.', 'duration': 25.976, 'max_score': 643.502, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM643502.jpg'}, {'end': 704.598, 'src': 'embed', 'start': 671.659, 'weight': 3, 'content': [{'end': 675, 'text': "So that's a key difference between the two over here.", 'start': 671.659, 'duration': 3.341}, {'end': 683.004, 'text': 'Another very useful thing of RStudio is that it has a separate pane for plotting.', 'start': 675.821, 'duration': 7.183}, {'end': 686.966, 'text': 'It has a separate pane for help as well, right?', 'start': 683.624, 'duration': 3.342}, {'end': 695.992, 'text': "So in R, at any point of time, if you're not clear with something or if you feel that you want information about something,", 'start': 687.367, 'duration': 8.625}, {'end': 704.598, 'text': 'you just run that command basically the name of the package or the function or the library, with just a question mark in front of it.', 'start': 695.992, 'duration': 8.606}], 'summary': 'Rstudio has separate panes for plotting and help, making it user-friendly for accessing information.', 'duration': 32.939, 'max_score': 671.659, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM671659.jpg'}, {'end': 789.452, 'src': 'heatmap', 'start': 747.788, 'weight': 4, 'content': [{'end': 752.65, 'text': "That's one of the major advantages that RStudio has over R, all right?", 'start': 747.788, 'duration': 4.862}, {'end': 759.175, 'text': 'Another very important feature over here is that, at any point of time,', 'start': 753.53, 'duration': 5.645}, {'end': 770.206, 'text': "if you feel you're more comfortable with using the console or the command line version, just like you use any other application in Unix, et cetera.", 'start': 759.175, 'duration': 11.031}, {'end': 773.509, 'text': 'you can actually open up the shell version of Arc.', 'start': 770.206, 'duration': 3.303}, {'end': 781.627, 'text': "So as you can see over here, I'm actually opening up the shell version of R.", 'start': 775.923, 'duration': 5.704}, {'end': 789.452, 'text': 'So whatever I am doing or whatever I can do on the R studio in general, I can do all of it over here.', 'start': 781.627, 'duration': 7.825}], 'summary': 'Rstudio offers the advantage of using the shell version of r, providing flexibility and familiarity.', 'duration': 50.627, 'max_score': 747.788, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM747788.jpg'}], 'start': 536.267, 'title': 'Comparing rstudio and microsoft r server', 'summary': 'Compares the advantages of microsoft r server over rstudio in leveraging multithreading, and the additional functionalities of rstudio compared to base r. it also discusses the key differences and advantages of rstudio over r, including separate panes for plotting and help, ease of accessing help information, and the ability to open the shell version of r for command line operations.', 'chapters': [{'end': 670.839, 'start': 536.267, 'title': 'Comparing rstudio and microsoft r server', 'summary': 'Discusses the advantages of microsoft r server over rstudio in terms of leveraging multithreading, as well as the additional functionalities of rstudio compared to base r, including a separate script window and a history tab.', 'duration': 134.572, 'highlights': ['Microsoft R Server leverages multithreading, allowing it to run several processes in parallel, giving it an advantage over single-threaded RStudio.', 'RStudio offers additional functionalities compared to base R, including a separate script window and a history tab where users can view and utilize executed commands.', "RStudio's environment reflects initialized variables, providing a more comprehensive view of the user's workspace compared to the base R environment."]}, {'end': 814.246, 'start': 671.659, 'title': 'Key differences and advantages of rstudio', 'summary': 'Discusses the key differences and advantages of rstudio over r, including the separate panes for plotting and help, the ease of accessing help information within rstudio, and the ability to open the shell version of r for command line operations.', 'duration': 142.587, 'highlights': ['RStudio has a separate pane for plotting and help, making it easier to access help information. RStudio provides separate panes for plotting and help, allowing for easier access to help information by simply running a command with a question mark in front of the package, function, or library.', 'RStudio allows opening the shell version of R for command line operations, enabling the execution of command line applications. RStudio allows users to open the shell version of R, providing the capability to execute command line operations and applications, similar to using the console or command line version of other applications.', "RStudio's advantage over R includes the ability to access basic information within the application without being redirected to a website for help. One of the major advantages of RStudio over R is the ability to access basic information within the application without being redirected to an external website for help, enhancing user convenience and workflow efficiency."]}], 'duration': 277.979, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM536267.jpg', 'highlights': ['Microsoft R Server leverages multithreading for parallel processes, giving it an advantage over single-threaded RStudio.', 'RStudio offers additional functionalities compared to base R, including a separate script window and a history tab for executed commands.', "RStudio reflects initialized variables, providing a comprehensive view of the user's workspace compared to base R.", 'RStudio has separate panes for plotting and help, making it easier to access help information.', 'RStudio allows opening the shell version of R for command line operations, enabling the execution of command line applications.', "RStudio's advantage over R includes the ability to access basic information within the application without being redirected to a website for help."]}, {'end': 1137.595, 'segs': [{'end': 907.015, 'src': 'embed', 'start': 814.786, 'weight': 0, 'content': [{'end': 823.607, 'text': "And at any point of time you want to get out of it and work on the conventional RStudio, Just close this button and you'll be back.", 'start': 814.786, 'duration': 8.821}, {'end': 838.415, 'text': 'Now something very phenomenal or something very appealing that I personally really like is there is a lot of option of customizing the look and feel of my RStudio.', 'start': 824.387, 'duration': 14.028}, {'end': 845.039, 'text': 'Let me quickly show you how I can actually customize the appearance of my RStudio in general.', 'start': 838.995, 'duration': 6.044}, {'end': 878.418, 'text': 'OK, all right.', 'start': 877.717, 'duration': 0.701}, {'end': 880.279, 'text': 'Never mind.', 'start': 878.938, 'duration': 1.341}, {'end': 887.664, 'text': 'So let me quickly give you an overview of the different panes that we see over here in RStudio.', 'start': 880.359, 'duration': 7.305}, {'end': 893.688, 'text': 'Now, as you can see, the major difference is that R has just one pane that it works on.', 'start': 888.124, 'duration': 5.564}, {'end': 896.51, 'text': 'However, RStudio has four different panes.', 'start': 894.028, 'duration': 2.482}, {'end': 901.772, 'text': 'The top left is supposed to be used just for scripting.', 'start': 897.49, 'duration': 4.282}, {'end': 907.015, 'text': 'Whatever script you want to build, you can actually do it in the top left pane.', 'start': 902.593, 'duration': 4.422}], 'summary': "Rstudio offers customization options and features four panes for scripting and work, compared to r's single pane.", 'duration': 92.229, 'max_score': 814.786, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM814786.jpg'}, {'end': 1039.448, 'src': 'heatmap', 'start': 964.958, 'weight': 0.852, 'content': [{'end': 972.37, 'text': 'I can actually pull the data into my working environment and start working with it.', 'start': 964.958, 'duration': 7.412}, {'end': 975.135, 'text': "So that's exactly what I have done over here.", 'start': 972.771, 'duration': 2.364}, {'end': 979.667, 'text': "and let's try to view the data set in general.", 'start': 976.545, 'duration': 3.122}, {'end': 982.189, 'text': 'So this is how the data set is looking.', 'start': 980.108, 'duration': 2.081}, {'end': 993.638, 'text': 'I can always click over here and see the various columns that exist in my data set along with an introductory set of values for the same.', 'start': 982.209, 'duration': 11.429}, {'end': 998.726, 'text': 'When I do the same over here, There you go.', 'start': 994.698, 'duration': 4.028}, {'end': 1003.452, 'text': 'It provides me with the exact information over here itself.', 'start': 999.006, 'duration': 4.446}, {'end': 1012.323, 'text': 'right?. There is no interactive feature of drag and drop and viewing the dataset in the environment in the base R package.', 'start': 1003.452, 'duration': 8.871}, {'end': 1012.624, 'text': 'all right?', 'start': 1012.323, 'duration': 0.301}, {'end': 1023.061, 'text': 'Now another very good feature with RStudio is I can actually view my data set by keying in the command view.', 'start': 1013.556, 'duration': 9.505}, {'end': 1026.561, 'text': 'It gives me the data in a very, very interactive fashion.', 'start': 1023.521, 'duration': 3.04}, {'end': 1034.806, 'text': 'As you can see, I can actually use filter operators if I want to see any specific set of values over here,', 'start': 1027.103, 'duration': 7.703}, {'end': 1039.448, 'text': 'which is not really an option in general in R.', 'start': 1034.806, 'duration': 4.642}], 'summary': 'Rstudio allows interactive viewing of dataset with filter operators.', 'duration': 74.49, 'max_score': 964.958, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM964958.jpg'}, {'end': 1023.061, 'src': 'embed', 'start': 994.698, 'weight': 2, 'content': [{'end': 998.726, 'text': 'When I do the same over here, There you go.', 'start': 994.698, 'duration': 4.028}, {'end': 1003.452, 'text': 'It provides me with the exact information over here itself.', 'start': 999.006, 'duration': 4.446}, {'end': 1012.323, 'text': 'right?. There is no interactive feature of drag and drop and viewing the dataset in the environment in the base R package.', 'start': 1003.452, 'duration': 8.871}, {'end': 1012.624, 'text': 'all right?', 'start': 1012.323, 'duration': 0.301}, {'end': 1023.061, 'text': 'Now another very good feature with RStudio is I can actually view my data set by keying in the command view.', 'start': 1013.556, 'duration': 9.505}], 'summary': 'Rstudio allows viewing dataset with command view.', 'duration': 28.363, 'max_score': 994.698, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM994698.jpg'}], 'start': 814.786, 'title': 'Customizing rstudio appearance and features', 'summary': 'Explores customizing rstudio appearance, including working on multiple panes and customizing look and feel, and discusses rstudio features such as executing ad hoc commands, manipulating datasets interactively, and generating interactive plots.', 'chapters': [{'end': 907.015, 'start': 814.786, 'title': 'Customizing rstudio appearance', 'summary': 'Explores the options for customizing the appearance of rstudio, including the ability to work on multiple panes and customize the look and feel, and the difference in panes between r and rstudio.', 'duration': 92.229, 'highlights': ['RStudio has four different panes, each with a specific purpose, while R has just one pane.', 'There are a lot of options for customizing the look and feel of RStudio, providing a personalized experience.']}, {'end': 1137.595, 'start': 907.515, 'title': 'Rstudio features and functions', 'summary': 'Discusses the features and functions of rstudio, including the ability to execute ad hoc commands, view and manipulate datasets interactively, and generate plots with interactive features, enhancing the user experience and functionality of rstudio.', 'duration': 230.08, 'highlights': ['RStudio allows executing ad hoc commands and viewing datasets interactively, enhancing user functionality. The console in RStudio enables the execution of ad hoc commands and viewing of datasets interactively, providing enhanced functionality for users.', 'The interactive view of datasets and plots in RStudio enables users to manipulate and analyze data effectively. RStudio provides an interactive view of datasets and plots, allowing users to manipulate and analyze data effectively, enhancing the user experience.', 'RStudio offers an interactive feature to generate and manipulate plots with customizable options, increasing user flexibility. RStudio provides an interactive feature to generate and manipulate plots with customizable options, increasing user flexibility in analyzing data.']}], 'duration': 322.809, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM814786.jpg', 'highlights': ['RStudio has four different panes, each with a specific purpose, while R has just one pane.', 'There are a lot of options for customizing the look and feel of RStudio, providing a personalized experience.', 'RStudio allows executing ad hoc commands and viewing datasets interactively, enhancing user functionality.', 'The interactive view of datasets and plots in RStudio enables users to manipulate and analyze data effectively.', 'RStudio offers an interactive feature to generate and manipulate plots with customizable options, increasing user flexibility.']}, {'end': 1435.293, 'segs': [{'end': 1210.596, 'src': 'embed', 'start': 1160.695, 'weight': 0, 'content': [{'end': 1169.783, 'text': "And when I press dollar over here to refer to a specific column, it's also prompting me the different columns that exist in this data set.", 'start': 1160.695, 'duration': 9.088}, {'end': 1173.286, 'text': 'Very, very user interactive, very, very interesting.', 'start': 1170.603, 'duration': 2.683}, {'end': 1179.01, 'text': 'However, if I try to do something similar over here, well, R disappoints me.', 'start': 1173.866, 'duration': 5.144}, {'end': 1183.134, 'text': "It's actually not giving any useful information over here.", 'start': 1180.392, 'duration': 2.742}, {'end': 1187.79, 'text': 'It might not be very, very useful in this scenario in particular.', 'start': 1183.749, 'duration': 4.041}, {'end': 1197.252, 'text': "However, it's extremely, extremely useful in cases where you're actually working with data sets that have thousands of rows or thousands of columns.", 'start': 1188.33, 'duration': 8.922}, {'end': 1202.473, 'text': "So in those scenarios, it's very important to have such a feature.", 'start': 1198.532, 'duration': 3.941}, {'end': 1205.214, 'text': 'And not just this.', 'start': 1203.754, 'duration': 1.46}, {'end': 1210.596, 'text': "In case I'm interested in working on a function, For instance, plot.", 'start': 1205.314, 'duration': 5.282}], 'summary': 'R is not user interactive, but useful for big datasets and functions like plot.', 'duration': 49.901, 'max_score': 1160.695, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM1160695.jpg'}, {'end': 1342.345, 'src': 'embed', 'start': 1294.196, 'weight': 2, 'content': [{'end': 1304.346, 'text': 'Contrary to what we are seeing over here, every plot that I get, I have an option of saving it as image, saving it as a PDF, copying on the clipboard,', 'start': 1294.196, 'duration': 10.15}, {'end': 1305.107, 'text': 'et cetera, et cetera.', 'start': 1304.346, 'duration': 0.761}, {'end': 1308.89, 'text': 'I can even publish it using R Markdown.', 'start': 1306.008, 'duration': 2.882}, {'end': 1311.433, 'text': "That's a conversation for another day.", 'start': 1309.411, 'duration': 2.022}, {'end': 1322.817, 'text': 'bunch of things that we can do in RStudio, which is not really practical or possible over here in the base R.', 'start': 1313.294, 'duration': 9.523}, {'end': 1326.699, 'text': 'And you can actually have multiple ways of doing the same thing.', 'start': 1322.817, 'duration': 3.882}, {'end': 1333.021, 'text': 'For instance, over here, there is a button to run just the current line or the selection.', 'start': 1327.119, 'duration': 5.902}, {'end': 1338.222, 'text': 'And then you can actually rerun the previous code region completely altogether.', 'start': 1333.661, 'duration': 4.561}, {'end': 1342.345, 'text': 'A lot of things to play around with over here.', 'start': 1340.023, 'duration': 2.322}], 'summary': 'Rstudio offers various options for saving plots and code, making it more practical than base r.', 'duration': 48.149, 'max_score': 1294.196, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM1294196.jpg'}, {'end': 1401.584, 'src': 'embed', 'start': 1369.752, 'weight': 4, 'content': [{'end': 1373.033, 'text': 'The syntax, the original syntax is absolutely the same.', 'start': 1369.752, 'duration': 3.281}, {'end': 1380.237, 'text': "It's just that RStudio makes it way more fun and way more exciting to work on.", 'start': 1373.614, 'duration': 6.623}, {'end': 1386.539, 'text': 'makes life very exciting as a data scientist or as an analytics expert.', 'start': 1381.457, 'duration': 5.082}, {'end': 1399.423, 'text': 'So get your hands dirty on the base R and then you can actually go ahead and install RStudio and start exploring the different windows,', 'start': 1387.079, 'duration': 12.344}, {'end': 1401.584, 'text': 'different options that are present over here.', 'start': 1399.423, 'duration': 2.161}], 'summary': 'Rstudio enhances r experience, making it more exciting for data scientists and analytics experts.', 'duration': 31.832, 'max_score': 1369.752, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM1369752.jpg'}], 'start': 1137.755, 'title': 'Interactive r prompt and rstudio vs base r', 'summary': 'Discusses the usefulness of the interactive r prompt in providing complete information and its importance with large datasets. additionally, it highlights the advantages of rstudio over base r, including interactive plotting features and multiple code execution options, while recommending beginners to start with base r before transitioning to rstudio.', 'chapters': [{'end': 1237.884, 'start': 1137.755, 'title': 'Interactive r prompt and its usefulness', 'summary': 'Discusses the interactive nature of r prompts, highlighting its usefulness in providing complete information, including column references and function details, and its importance when working with large datasets, contrasting its limited utility in some scenarios.', 'duration': 100.129, 'highlights': ['R prompts provide complete information and column references, enhancing user interaction.', 'Its usefulness is evident when working with large datasets, with thousands of rows or columns.', 'The interactive feature is not very useful in certain scenarios, as it may not provide relevant information.', 'The R prompt offers comprehensive details about functions and allows easy access to a list of matching functions without pressing any additional keys.']}, {'end': 1435.293, 'start': 1239.244, 'title': 'Rstudio vs base r', 'summary': 'Highlights the major differences and advantages of rstudio over base r, including the interactive features for plotting, options for saving and publishing plots, multiple ways to execute code, and the recommendation for beginners to start with base r before exploring rstudio.', 'duration': 196.049, 'highlights': ['RStudio provides interactive features for plotting, offering options to save as image or PDF, copy to clipboard, and publish using R Markdown. RStudio allows interactive plotting with options to save as image or PDF, copy to clipboard, and publish using R Markdown.', 'The speaker recommends beginners to start with Base R before exploring RStudio, as the original syntax is the same, and RStudio makes it more fun and exciting to work on. The speaker advises beginners to start with Base R before exploring RStudio, highlighting that the original syntax is the same, and RStudio makes it more fun and exciting to work on.', 'RStudio offers multiple ways to execute code, such as running the current line or selection, and rerunning the previous code region altogether. RStudio provides multiple ways to execute code, including running the current line or selection, and rerunning the previous code region altogether.']}], 'duration': 297.538, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/mcYcjH-1giM/pics/mcYcjH-1giM1137755.jpg', 'highlights': ['R prompts provide complete information and column references, enhancing user interaction.', 'Its usefulness is evident when working with large datasets, with thousands of rows or columns.', 'RStudio provides interactive features for plotting, offering options to save as image or PDF, copy to clipboard, and publish using R Markdown.', 'RStudio offers multiple ways to execute code, such as running the current line or selection, and rerunning the previous code region altogether.', 'The speaker recommends beginners to start with Base R before exploring RStudio, as the original syntax is the same, and RStudio makes it more fun and exciting to work on.']}], 'highlights': ["R's open-source nature and the contribution of packages, functions, and libraries have made it a popular language within the data science and analytics community.", 'Microsoft R Server leverages multithreading for parallel processes, giving it an advantage over single-threaded RStudio.', 'RStudio offers additional functionalities compared to base R, including a separate script window and a history tab for executed commands.', "RStudio reflects initialized variables, providing a comprehensive view of the user's workspace compared to base R.", 'RStudio has separate panes for plotting and help, making it easier to access help information.', 'RStudio allows opening the shell version of R for command line operations, enabling the execution of command line applications.', "RStudio's advantage over R includes the ability to access basic information within the application without being redirected to a website for help.", 'RStudio has four different panes, each with a specific purpose, while R has just one pane.', 'RStudio allows executing ad hoc commands and viewing datasets interactively, enhancing user functionality.', 'The interactive view of datasets and plots in RStudio enables users to manipulate and analyze data effectively.', 'RStudio offers an interactive feature to generate and manipulate plots with customizable options, increasing user flexibility.', 'R prompts provide complete information and column references, enhancing user interaction.', 'RStudio provides interactive features for plotting, offering options to save as image or PDF, copy to clipboard, and publish using R Markdown.', 'RStudio offers multiple ways to execute code, such as running the current line or selection, and rerunning the previous code region altogether.', 'R has its origins in the programming language S, developed by John Chambers at Bell Labs, emphasizing its historical significance.', "R's popularity in the data science and analytics world is attributed to its similarity to high-level languages like SQL, contributing to its widespread adoption.", 'RStudio acts as an encapsulation, enhancing user interactive ability and providing a better user experience on top of the base R, highlighting its complementary role to R.', 'Beginners are advised to start with R before moving on to RStudio, as RStudio can be overwhelming due to the information it exposes, emphasizing the sequential learning approach.', 'RStudio as an advanced version of R', 'Ability to customize packages in R', 'Numerous resources available on CRAN website', 'Availability of commercial licenses for RStudio', 'Its usefulness is evident when working with large datasets, with thousands of rows or columns.', 'The speaker recommends beginners to start with Base R before exploring RStudio, as the original syntax is the same, and RStudio makes it more fun and exciting to work on.']}