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TORRENT DETAILS
Udemy - Master R For Statistics And Data Science
TORRENT SUMMARY
Status:
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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.
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FILE LIST
Filename
Size
~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
