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Udemy - Master R for Statistics and Data Science

Udemy - Master R for Statistics and Data Science

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2.7 GB
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98
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Description
[ FreeCourseWeb.com ] Master R for Statistics and Data Science



If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com







Published 3/2024

Created by Brian Greco

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 97 Lectures ( 5h 53m ) | Size: 2.67 GB



A former Google data scientist teaches you R starting with the basics, and learning common tools for data science.



What you'll learn:

Master the basic parts of R like vectors and matrices

Learn more complex data structures like data frames and lists

Learn R's probability functions for simulating data and calculating probabilities

Practice these skills using Udemy's built-in coding exercises



Requirements:

Some experience in programming or statistics is helpful, but no prior knowledge is assumed.



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com



Get More Tutorials and Support Us -->> https://CourseWikia.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Master R for Statistics and Data Science
  • ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 18.1 MB
  • ~Get Your Files Here !/1. Introduction/2. Install R and RStudio.html 428 B
  • ~Get Your Files Here !/10. data frames/1. Data frames.mp4 15.6 MB
  • ~Get Your Files Here !/10. data frames/2. creating data frames.html 119 B
  • ~Get Your Files Here !/10. data frames/3. data frame quiz.html 119 B
  • ~Get Your Files Here !/11. lists/1. Lists.mp4 21 MB
  • ~Get Your Files Here !/11. lists/2. list quiz.html 119 B
  • ~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/1. sample().mp4 12.5 MB
  • ~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/2. sample().html 119 B
  • ~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/3. sample() quiz.html 119 B
  • ~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/4. Subsetting data randomly with sample().mp4 27.4 MB
  • ~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/5. test and train data.html 119 B
  • ~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/6. testtrain quiz.html 119 B
  • ~Get Your Files Here !/13. Bernoulli random variables/1. Binary random variables, sample space.mp4 54.1 MB
  • ~Get Your Files Here !/13. Bernoulli random variables/2. Simulating Bernoulli random variables with rbinom().mp4 83.8 MB
  • ~Get Your Files Here !/13. Bernoulli random variables/3. rbinom() exercise.html 119 B
  • ~Get Your Files Here !/13. Bernoulli random variables/4. Parameters - The population proportion.mp4 46.1 MB
  • ~Get Your Files Here !/13. Bernoulli random variables/5. Sample statistics - mean() for calculating sample proportions.mp4 41.8 MB
  • ~Get Your Files Here !/13. Bernoulli random variables/6. dbinom().mp4 35.2 MB
  • ~Get Your Files Here !/13. Bernoulli random variables/7. dbinom() exercise.html 119 B
  • ~Get Your Files Here !/14. Binomial random variables/1. Binomial random variables.mp4 89.8 MB
  • ~Get Your Files Here !/14. Binomial random variables/10. cdf and pbinom().mp4 83 MB
  • ~Get Your Files Here !/14. Binomial random variables/11. pbinom().html 119 B
  • ~Get Your Files Here !/14. Binomial random variables/12. Other types of inequalities and intervals.mp4 55.8 MB
  • ~Get Your Files Here !/14. Binomial random variables/13. Visualizing the cdf.mp4 26.3 MB
  • ~Get Your Files Here !/14. Binomial random variables/14. The median.mp4 50.7 MB
  • ~Get Your Files Here !/14. Binomial random variables/15. qbinom().mp4 75.3 MB
  • ~Get Your Files Here !/14. Binomial random variables/16. qbinom().html 119 B
  • ~Get Your Files Here !/14. Binomial random variables/17. Problem-solving with qbinom().mp4 44.8 MB
  • ~Get Your Files Here !/14. Binomial random variables/2. mean(rbinom()), Law of Large Numbers.mp4 34.8 MB
  • ~Get Your Files Here !/14. Binomial random variables/3. Bernoulli trials - counting successes and failures.html 119 B
  • ~Get Your Files Here !/14. Binomial random variables/4. Generating Binomial random variables with rbinom().html 119 B
  • ~Get Your Files Here !/14. Binomial random variables/5. Estimating probabilities with mean() and rbinom().mp4 29.1 MB
  • ~Get Your Files Here !/14. Binomial random variables/6. dbinom() intro.mp4 19 MB
  • ~Get Your Files Here !/14. Binomial random variables/7. dbinom().html 119 B
  • ~Get Your Files Here !/14. Binomial random variables/8. Expected Value.mp4 78.5 MB
  • ~Get Your Files Here !/14. Binomial random variables/9. Variance and Standard Deviation.mp4 85.6 MB
  • ~Get Your Files Here !/15. Binom.test/1. binom.test.mp4 22.4 MB
  • ~Get Your Files Here !/15. Binom.test/2. binom.test.html 119 B
  • ~Get Your Files Here !/16. Hypergeometric distribution/1. Hypergeometric random variables.mp4 110.3 MB
  • ~Get Your Files Here !/17. Normal Distribution/1. Normal random variables and the empirical rule.mp4 75.7 MB
  • ~Get Your Files Here !/17. Normal Distribution/10. Normal approximation to the binomial distribution.html 119 B
  • ~Get Your Files Here !/17. Normal Distribution/11. prop.test() one sample.html 119 B
  • ~Get Your Files Here !/17. Normal Distribution/12. prop.test two sample.html 119 B
  • ~Get Your Files Here !/17. Normal Distribution/13. prop.test two sample example.html 119 B
  • ~Get Your Files Here !/17. Normal Distribution/2. Empirical rule with rnorm().mp4 41.8 MB
  • ~Get Your Files Here !/17. Normal Distribution/3. dnorm() and continuous distributions.mp4 93.9 MB
  • ~Get Your Files Here !/17. Normal Distribution/4. pnorm() and the empirical rule.mp4 11.5 MB
  • ~Get Your Files Here !/17. Normal Distribution/5. qnorm().mp4 60.6 MB
  • ~Get Your Files Here !/17. Normal Distribution/6. rnorm(), mean, and sd.html 119 B
  • ~Get Your Files Here !/17. Normal Distribution/7. pnorm().html 119 B
  • ~Get Your Files Here !/17. Normal Distribution/8. dnorm() and plotting, continuous distributions.html 119 B
  • ~Get Your Files Here !/17. Normal Distribution/9. qnorm().html 119 B
  • ~Get Your Files Here !/18. Sums, CLT, Normal Approximations/1. Expected value of a sum.mp4 28.5 MB
  • ~Get Your Files Here !/18. Sums, CLT, Normal Approximations/2. Standard deviation of a sum.mp4 23.2 MB
  • ~Get Your Files Here !/18. Sums, CLT, Normal Approximations/3. Sums of normal random variable is normal.mp4 8.1 MB
  • ~Get Your Files Here !/18. Sums, CLT, Normal Approximations/4. Mean and sd of binomial distribution, Normal approximation to the binomial.mp4 29.9 MB
  • ~Get Your Files Here !/19. Probability Geometric distribution/1. Geometric random variables.mp4 30 MB
  • ~Get Your Files Here !/19. Probability Geometric distribution/2. rgeom().mp4 13.3 MB
  • ~Get Your Files Here !/19. Probability Geometric distribution/3. dgeom().mp4 42.9 MB
  • ~Get Your Files Here !/19. Probability Geometric distribution/4. dgeom().html 119 B
  • ~Get Your Files Here !/19. Probability Geometric distribution/5. Expected value and standard deviation of geometric distribution.mp4 39.9 MB
  • ~Get Your Files Here !/19. Probability Geometric distribution/6. pgeom(), the cdf.mp4 27.7 MB
  • ~Get Your Files Here !/19. Probability Geometric distribution/7. pgeom().html 119 B
  • ~Get Your Files Here !/19. Probability Geometric distribution/8. qgeom().mp4 29 MB
  • ~Get Your Files Here !/19. Probability Geometric distribution/9. qgeom() coding exercise.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/1. Variables and assignment.mp4 6.3 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/10. colon .html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/11. colon coding solution.mp4 2.1 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/12. seq().mp4 11.8 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/13. seq() quiz.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/14. seq() exercise 1.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/15. seq() exercise 1 solution.mp4 3.3 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/16. seq() exercise 2.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/17. seq() exercise 2 solution.mp4 3.3 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/18. rep().mp4 9.5 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/19. rep() quiz.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/2. Variables and assignment.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/20. rep() exercise 1.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/21. rep() exercise 1 solution.mp4 4.1 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/22. rep() exercise 2.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/23. rep() exercise 2 solution.mp4 4.3 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/3. Variables and assignment coding assignment.mp4 5.7 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/4. Variables and assignment.html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/5. Vectors with c().mp4 9.7 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/6. vectors with c().html 119 B
  • ~Get Your Files Here !/2. Creating vectors and assignment/7. Vectors with c() solution.mp4 2.4 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/8. The colon .mp4 4.7 MB
  • ~Get Your Files Here !/2. Creating vectors and assignment/9. Vector and colon quiz.html 119 B
  • ~Get Your Files Here !/20. Probability Negative Binomial distribution/1. Negative binomial random variables.mp4 38.2 MB
  • ~Get Your Files Here !/20. Probability Negative Binomial distribution/2. rnbinom().mp4 20.8 MB
  • ~Get Your Files Here !/20. Probability Negative Binomial distribution/3. dnbinom().mp4 49.2 MB
  • ~Get Your Files Here !/20. Probability Negative Binomial distribution/4. dnbinom(), pnbinom(), qnbinom() coding exercise.html 119 B
  • ~Get Your Files Here !/20. Probability Negative Binomial distribution/5. Mean and standard deviation of negative binomial distribution.mp4 16.5 MB
  • ~Get Your Files Here !/20. Probability Negative Binomial distribution/6. pnbinom().mp4 26.7 MB
  • ~Get Your Files Here !/20. Probability Negative Binomial distribution/7. qnbinom().mp4 57 MB
  • ~Get Your Files Here !/20. Probability Negative Binomial distribution/8. Normal approximation to the negative binomial coding exercise.html 119 B
  • ~Get Your Files Here !/21. Probability Exponential Distribution/1. Exponential random variables.mp4 29.4 MB

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