課程資料
課程簡介
Learn the art of R programming for Data Science . Learn to analyse and Visualize for Actionable Insights.
**** Reviews****
I m gaining great new skills with this course. I had no exp in R , now I m gaining confidence . Recommended for the beginners - Myint Htoo
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If you are an absolute beginners in R , then this is the place .
Learn R program right from the basic to intermediate and advance level.
Learn how to do data visualizations on all kind of data sets.
Create and access various R datatypes and objects like vectors,factors and dataframes.
Create your own functions , loops and conditions.
Work on various plots : scatter , box plots , histograms, bar charts and derive the business and actionable insights.
Upload real world data like bank marketing data with 45,000 records
Create and access R objects - vectors,list,factors, dataframes , matrices
Do various mathematical operations on dataframes , vectors , list and other R objects.
When , which and how to plot for Inferences
Learn to write conditions, loops and functions
Case Study Include:
Identify which customers are eligible for credit card issuance
-> Use R functions , loops and apply R knowledge gained to resolve the real world problem
Root Cause Analysis of Uber Demand Supply Gap
->Understand business problems.
->Upload Uber Datasets ( drop time, pickup time, driver ID , destination , pickup point )
->Do the data visualizations and find the various insights from the datasets
-> Prepare PPT for the company CEO and other stakeholders.
課程章節
- 6 個章節
- 66 堂課
- 第 1 章 Introduction
- 第 2 章 Dataframes in R
- 第 3 章 Constructs in R programming
- 第 4 章 Visualizations in R
- 第 5 章 Case Study- Uber Demand Supply Gap
- 第 6 章 Investment Case Study using Excel : Bonus Lectures
課程內容
- R programming from Beginning to Advance.
- Data Visualizations using ggplot and Base plots
- When , which and how to plot for Inferences
- Learn to plot scatter , bar chart , histograms, time-series
- Create and access R objects - vectors,list,factors, dataframes , matrices
- Learn to write conditions, loops and functions
- Upload real world data like bank marketing data with 45,000 records
此課程所涵蓋的技能
評價
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MMichelle B
This course is excellent as it help to learn R from beginning ,thamk you Piyush Sharma for putting this course ,definitely recommend
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MMyint Htoo
I m gaining great new skills with this course. I had no exp in R , now I m gaining confidence . Recommended for the beginners