In this video on R for Data Science Full Course, we’ll start by learning data science from an animated video. You will then learn the essential concepts in data science and understand the important packages in R for data science. You will look at some of the widely used data science algorithms such as Linear regression, logistic regression, decision trees, random forest, including time-series analysis. Finally, you will get an idea about the Salary structure, Skills, Jobs, and resume of a data scientist.

• 00:00:00 Data science in 5 min
• 00:05:23 Data science concept
• 00:17:40 Data science package in R
• Algorithms for Data Science:
• 01:18:51 Linear Regression in R
• 01:47:07 Use Case :Linear Regression
• 02:04:31 Logistic Regression in R
• 02:22:37 Decision tree in R
• 03:22:03 Random forest in R
• 04:02:10 What is clustering
• 04:43:54 Time series analysis
• 05:54:16 Salary, Skills, and resume

#data-science #r #r-programming #python #data-analysis