Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
コース概要
Day One: Language Basics
- Course Introduction
- About Data Science
- Data Science Definition
- Process of Doing Data Science.
- Introducing R Language
- Variables and Types
- Control Structures (Loops / Conditionals)
- R Scalars, Vectors, and Matrices
- Defining R Vectors
- Matricies
- String and Text Manipulation
- Character data type
- File IO
- Lists
- Functions
- Introducing Functions
- Closures
- lapply/sapply functions
- DataFrames
- Labs for all sections
Day Two: Intermediate R Programming
- DataFrames and File I/O
- Reading data from files
- Data Preparation
- Built-in Datasets
- Visualization
- Graphics Package
- plot() / barplot() / hist() / boxplot() / scatter plot
- Heat Map
- ggplot2 package (qplot(), ggplot())
- Exploration With Dplyr
- Labs for all sections
Day Three: Advanced Programming With R
- Statistical Modeling With R
- Statistical Functions
- Dealing With NA
- Distributions (Binomial, Poisson, Normal)
- Regression
- Introducing Linear Regressions
- Recommendations
- Text Processing (tm package / Wordclouds)
- Clustering
- Introduction to Clustering
- KMeans
- Classification
- Introduction to Classification
- Naive Bayes
- Decision Trees
- Training using caret package
- Evaluating Algorithms
- R and Big Data
- Connecting R to databases
- Big Data Ecosystem
- Labs for all sections
要求
- Basic programming background is preferred
Setup
- A modern laptop
- Latest R studio and R environment installed
21 時間
お客様の声 (5)
コース全体の説明の明瞭さと、必要に応じてシラバスに戻る意欲
Carlos Eloy - AMERICAN EXPRESS COMPANY MEXICO
コース - Data Analytics With R
Machine Translated
トレーナーは、私たち全員が講義を理解し、それに従っていることを確認してくれた。問題があれば、立ち止まって解決する手助けをしてくれた。
Cesar - AMERICAN EXPRESS COMPANY MEXICO
コース - Data Analytics With R
Machine Translated
The tool was interesting and I see the use. I would like to learn about more about it.
- Teleperformance
コース - Data Analytics With R
New tool which is “R” and I find it interesting to know the existence of such tool for data analysis.
Michael Lopez - Teleperformance
コース - Data Analytics With R
I get answers on all my questions.
