Regression, Data Mining, Text Mining, Forecasting using R
Learn Regression Techniques, Data Mining, Forecasting, Text Mining using R
4.65 (523 reviews)
4,605
students
33 hours
content
Aug 2018
last update
$54.99
regular price
What you will learn
Learn about the basic statistics, including measures of central tendency, dispersion, skewness, kurtosis, graphical representation, probability, probability distribution, etc.
Learn about scatter diagram, correlation coefficient, confidence interval, Z distribution & t distribution, which are all required for Linear Regression understanding
Learn about the usage of R for building Linear Regression
Learn about the K-Means clustering algorithm & how to use R to accomplish this
Learn about the science behind text mining, word cloud & sentiment analysis & accomplish the same using R
Why take this course?
Data Science using R is designed to cover majority of the capabilities of R from Analytics & Data Science perspective, which includes the following:
- Learn about the basic statistics, including measures of central tendency, dispersion, skewness, kurtosis, graphical representation, probability, probability distribution, etc.
- Learn about scatter diagram, correlation coefficient, confidence interval, Z distribution & t distribution, which are all required for Linear Regression understanding
- Learn about the usage of R for building Regression models
- Learn about the K-Means clustering algorithm & how to use R to accomplish the same
- Learn about the science behind text mining, word cloud, sentiment analysis & accomplish the same using R
- Learn about Forecasting models including AR, MA, ES, ARMA, ARIMA, etc., and how to accomplish the same using R
- Learn about Logistic Regression & how to accomplish the same using R
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Reviews
Andrew
October 24, 2021
Very good course on R. I knew quite a bit but learned a lot. learned some new ways to do things that I had not thought of.
Jim
October 17, 2021
The instructor explains the concepts that help to build an intuition about the topic before going into the R codes. His explanation are good too. This is a good course and I have given 5 star review.
Alejandra
February 28, 2021
I was interested in doing forecasting with R. I already know all the statistical theory. The programming plan is not well explained.
Jose
June 30, 2017
very clear and comprehensive explanations. If there were six stars, I would give this instructor all of it because he said, if you don't listen to your wife in getting six eggs, she will beat you..ha ha ha ha. I can totally relate to him. Joke :-) Seriously, I didn't need coffee to enjoy this course. Great job!!
Tim
June 7, 2017
The guy gets 5 stars solely for explaining degrees of freedom in a way I actually comprehend. He is so straight-forward. I love it.
Mohitpreet
May 20, 2017
Very much impressed by instructor's delivery. Course content and flow is appropriate. This course covers necessary topics to get a good understanding of basic statistics and get started with predictive analysis
Vineet
May 19, 2017
I am Still in the statistics part, haven't started coding yet.
So, I'll reserve my comments for later.
Praveen
May 18, 2017
The course at the start was so inspiring mostly because examples which were presented and the potential of a data scientist in the foreseeable future.
Arpan
May 2, 2017
Till now the teacher appears to be good news reader and nothing more than that. He is building concepts from the basics which is actually way too basic. Anyways, what is irritating is a sound at the background that plays after every 10 secs and it is really disturbing. Hopefully, the course content will improve in the future session. At this poin i am done with 16 lectures, I believe
Purnima
April 27, 2017
This is by far the best course I ever took anywhere. After going through Regression course, I signed up for all the courses taught by the professor. I am amazed at the way he simplifies the concepts and makes us understand the theories with real life examples. He has an excellent teacher. I will recommend his courses to anyone who wants to learn and have a strong foundation of Data Science concepts.
Muppidi
March 31, 2017
good Content....Very well explained.... Please add advance topics too... it will be very helpful for me..
Pavan
March 29, 2017
Enjoying this course....I like way the trainer teaches... Looking forward to learn more on Data Science
Harish
March 29, 2017
I find these course extremely useful for me, as I have chosen this topic on my own interest. Looking forward to learn more about the data science..
Arka
March 22, 2017
The instructor is teaching in a very lucid way with a lot of examples and covering a huge area. Its really awesome.
Adolfo
January 21, 2017
Very detailed course on analytics, the teaching style is entertaining and the explanations are clear. Very good course!
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919922
udemy ID
8/1/2016
course created date
11/22/2019
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