Overview
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Embark on a comprehensive 3-hour journey into R programming for beginners. Master the fundamentals of this powerful statistical computing language, starting with installation and progressing through variables, data types, and operators. Explore essential R structures like vectors, lists, matrices, and arrays, while learning to leverage inbuilt functions and flow control statements. Dive into practical data manipulation using dplyr and create stunning visualizations with ggplot2. Apply your newfound skills to a Pokemon case study, and conclude with an introduction to neural networks, including a hands-on demonstration using R. Gain the knowledge and confidence to kickstart your data analysis and statistical computing journey with this in-depth tutorial.
Syllabus
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Introduction.
Agenda.
Installing R and R-studio.
Variables, Datatypes and Operators.
Vector in R.
List, Matrix and Array in R.
Inbuilt Functions in R.
Flow Control Statements in R.
Data Manipulation with dplyr.
Data Visualization with ggplot2.
Pokemon Case Study.
Intro to Neural Networks.
Demo: Neural Networks using R.
Taught by
Great Learning
Reviews
4.5 rating, based on 2 Class Central reviews
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This course was very useful! I had a little bit of previous experience in R Markdown, but this was my first look at actual R programming. The first 12 lessons were very good and made things very easy to pick up. However, I was not a huge fan of the last two videos because 1.) The instructor changed as well as the learning style so I wasn't able to understand them very well and 2.) The content goes from complete beginner to pretty advanced. In my opinion, they just don't fit well with the flow of the lessons, so therefore, I give it 4 stars. I really loved the first 12 though. Good luck to anyone who takes this course!
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This courses really helped me gain quiet good knowledge in R language. The faculty was very good in there teaching.