Data Science and Machine Learning Bootcamp with R (Udemy)
Data Science and Machine Learning Bootcamp with R (Udemy) ranks 5th in the list of best online R Programming courses. This R language course will teach you how to program in R, how to analyze data in R, how to create stunning data visualizations, and how to use Machine Learning with R. Jose Portilla, one of the best instructors on Udemy who has taught thousands of students about Data Science and Programming, created and teaches the course. The program is designed for both experienced professionals who want to change careers and complete beginners who want to learn data science and machine learning from the ground up.
This is a comprehensive R course that includes over 100 HD video lectures, detailed code notebooks for each lecture, 8 articles, and three downloadable resources. It starts with environment setup and then moves on to the fundamentals of programming in R, including vectors, matrices, and data frames. The course then moves on to data visualizations in R, culminating in a data Capstone project. The course also delves into machine learning with a dozen portfolio projects. When you finish the course, you will be given a certificate of completion.
Key Highlights
- Create Data Visualizations
- Use R to manipulate data easily
- Use R to handle csv, excel, SQL files or web scraping
- Learn machine learning algorithms including topics like Linear regression, Logistic regression and more advanced topics such as decision tress, random forests and support vector machines
- Variety of R programming exercises, capstone projects and Machine Learning portfolio projects
- Access to online Q&A forum
- Explore data mining of Twitter for tending topics and creating a word cloud of these topics
Duration : 17.5 hours on-demand video
Rating : 4.6
Enroll here: udemy.com/course/data-science-and-machine-learning-bootcamp-with-r/
