Setelah mengikuti pelatihan R Programming ini peserta diharapkan mampu memahami konsep pemrograman R dan penerapannya dalam pengolahan data untuk mendukung pengambilan keputusan. Materi yang diajarkan antara lain tools R, Basic Statistics, Data Frame, Charting, dan Regression Linear.
Target Peserta:
Mahasiswa, researcher, analis data, dan siapa saja yang ingin menguasai Pemrograman R.
Prasyarat:
Peserta telah memahami konsep statistika dasar dan mampu mengoperasikan komputer.
Durasi: 16 Jam
Biaya: 2 juta
Materi:
- Tools:
- Installing R (Core & Studio)
- Getting Help on a Function
- Viewing the supplied documentation
- Searching the web for help
- Reading Files and Basic Operation:
- Reading Tabular Datafiles
- Reading from CSV Files
- Creating a Vector
- Computing Basic Statistics
- Data Frame 1:
- Initializing a Statistics & Exploratory Data Analysis
- Initializing a Data Frame from Column Data
- Selecting Data Frame Columns by Position
- Selecting Data Frame Columns by Name
- Data Frame 2:
- Forming a Confidence Interval for a Mean
- Forming a Confidence Interval for a Proportion
- Comparing the Means of Two Samples
- Testing a Correlation for Significance
- Charting:
- Creating a Scatter Plot
- Creating a Bar Chart
- Creating a Box Plot
- Creating a Histogram
- Linear Regression 1:
- Performing Simple Linear Regression
- Regression Statistics
- Diagnostic a Linear Regression
- Predicting new values
- Case Study
- Linear Regression 2:
- Performing Multiple Linear Regression
- Regression Statistics
- Diagnostic a Linear Regression
- Predicting new values
- Case Study
- R Library:
- Supporting Package Installation
- Accessing the Functions in a Package
Silahkan mendaftar secara online di www.nurulfikri.com dan konfirmasi via WA ke 081296421595
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WA. 0851.0218.5441 ; 0812.9642.1595
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