Data Science and Machine Learning Bootcamp with R

Learn how to use the R programming language for data science and machine learning and data visualization!

Beginner 0(0 Ratings) 0 Students Enrolled
Created By admin admin Last Updated Mon, 18-Mar-2024 English
RS 599
What Will I Learn?
  • Program in R
  • Create Data Visualizations
  • Use R to manipulate data easily
  • Use R for Data Science
  • Use R for Data Analysis
  • Use R to handle csv,excel,SQL files or web scraping
  • Use R for Machine Learning Algorithms

Curriculum For This Course
7 Sections 17 Lessons 03:03:23 Hours
Course Content
1 Lessons 00:02:35 Hours
  • Windows Installation Procedure 00:08:57
  • Mac OS Installation Procedure 00:09:51
  • Linux/Unbuntu Installation Procedure 00:09:48
  • Development Environment Overview 00:22:12
  • Introduction to R Basics 00:08:45
  • Arithmetic in R 00:01:18
  • Variables 00:12:06
  • R Basic Data Types 00:16:13
  • Vector Basics 00:04:41
  • Vector Operations 00:10:17
  • Comparison Operators 00:10:17
  • Vector Indexing and Slicing 00:19:48
  • Getting Help with R and RStudio 00:06:10
  • Introduction to R Metrices 00:03:24
  • Data Frame Basics 00:20:58
  • Data Frame Indexing and Selection 00:16:03
Requirements
  • Computer Access with download privileges.
  • Basic Math Skills
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Description

Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!

This course is designed for both complete beginners with no programming experience or experienced developers looking to make the jump to Data Science!

This comprehensive course is comparable to other Data Science bootcamps that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 100 HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive course for data science and machine learning on Udemy!

We'll teach you how to program with R, how to create amazing data visualizations, and how to use Machine Learning with R! Here a just a few of the topics we will be learning:

  • Programming with R
  • Advanced R Features
  • Using R Data Frames to solve complex tasks
  • Use R to handle Excel Files
  • Web scraping with R
  • Connect R to SQL
  • Use ggplot2 for data visualizations
  • Use plotly for interactive visualizations
  • Machine Learning with R, including:
  • Linear Regression
  • K Nearest Neighbors
  • K Means Clustering
  • Decision Trees
  • Random Forests
  • Data Mining Twitter
  • Neural Nets and Deep Learning
  • Support Vectore Machines
  • and much, much more!

Enroll in the course and become a data scientist today!

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About The Author

  • 1 Reviews
  • 51 Courses
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Admin Admin
Hello, my name is Victor Kercado. I'm a successful podcaster and life coach in the area of personal growth. I've been fortunate to help many people improve their lives thru mindfulness, communication, and spirituality. I look forward to sharing my knowledge with you thru courses that will inspire and motivate you to improve in all areas of your life. Thank you for listening!

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RS 599
The course includes
  • 03:03:23 Hours On Demand Videos
  • 17 Lessons
  • 30 Days Access
  • Access On Mobile And Tv

Data Science and Machine Learning Bootcamp with R

Beginner 0(0 Ratings) 0 Students Enrolled
RS 599