หลักสูตร Basic R Programming
หลักสูตร Basic R Programming is a 18-hour training course by IT Genius Institute. R เป็นภาษาและโปรแกรมสำเร็จรูปสำหรับการคำนวณทางสถิติและสร้างกราฟประเภทให้เปล่า ( free open source package ) เหมาะทั้งสำหรับการเขียนโปรแกรมเอง…
Training schedule
No public rounds are open right now — register your interest and we will contact you when the next round opens, or request an in-house session for your team.
Objectives
- สามารถใช้งานโปรแกรม R ในการทำงานได้
Who this course is for
- ผู้สนใจทั่วไป
- เจ้าหน้าที่ดูแลด้านไอทีของบริษัท
- นักเรียน นักศึกษา
Prerequisites
- สามารถใช้คอมพิวเตอร์ได้
Curriculum
Overview
- History of R
- Advantages and disadvantages
- Downloading and installing
- How to find documentation
Introduction
- Using the R console
- Getting help
- Learning about the environment
- Writing and executing scripts
- Saving your work
Installing Packages
- Finding resources
- Installing resources
Data Structures, Variables
- Variables and assignment
- Data types
- Indexing, subsetting
- Viewing data and summaries
- Naming conventions
- Objects
Getting Data into the R Environment
- Built-in data
- Reading data from structured text files
- Reading data using ODBC
Control Flow
- Truth testing
- Branching
- Looping
- Vectorized calculations
Functions in Depth
- Parameters
- Return values
- Variable scope
- Exception handling
Handling Dates in R
- Date and date-time classes in R
- Formatting dates for modeling
Descriptive Statistics
- Continuous data
- Categorical data
Inferential Statistics
- Bivariate correlation
- T-test and non-parametric equivalents
- Chi-squared test
- Distribution testing
- Power testing
Base Graphics
- Base graphics system in R
- Scatterplots, histograms, barcharts, box and whiskers, dotplots
- Labels, legends, Titles, Axes
- Exporting graphics to different formats
Advanced R Graphics
- Understanding the grammar of graphics
- Quick plot function
- Building graphics by pieces
Frequently asked questions
Who is หลักสูตร Basic R Programming for, and what background is needed?
Built for ผู้สนใจทั่วไป · เจ้าหน้าที่ดูแลด้านไอทีของบริษัท · นักเรียน นักศึกษา Background you should have: สามารถใช้คอมพิวเตอร์ได้ Not sure the fit is right? Talk to our team on LINE @itgenius or call 02-570-8449.
How much does หลักสูตร Basic R Programming cost and how long does it run?
THB 4,900. The course runs 18 hours. The fee covers course materials, lunch and refreshments throughout. Pay by bank transfer to the company account, confirm it on our payment page, and we can issue the receipt or tax invoice in your company's name.
Do I get a certificate?
Yes. Everyone who completes the course receives a Certificate of Completion from IT Genius Institute. Each certificate carries its own number, and anyone holding that number can verify it online on our certificate page, so you can add it to your portfolio or pass it to HR as evidence of training.
Where does the training take place, and is there an online option?
You can attend onsite at IT Genius Institute or arrange to join online, and we also run it as a private in-house session for your team. Ask about dates and venues on LINE @itgenius or call 02-570-8449.
What if I fall behind or miss a session — can I retake it?
Yes. You may retake the same course free of charge in a later round, under the institute's conditions. Tell our team which course and round you attended, and we will check it and offer you the rounds that still have seats. Ask us on LINE @itgenius or call 02-570-8449.
How do I enrol, or request a quotation for my company?
Enrol online with the registration form on this page. You can register several attendees at once and enter your tax ID and billing address for the tax invoice. Or request a company quotation straight from the quote button. For anything else call 02-570-8449 or reach us on LINE @itgenius.
Instructors
Run this course for your whole team
We run this course in-house, tailored to your stack.
Corporate training quote