[ FreeCourseWeb.com ] Udemy - Master R for Statistics and Data Science

File Name

Size

Get Bonus Downloads Here.url

183 B

~Get Your Files Here !/1. Introduction/1. Introduction.mp4

18 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

16 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 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 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 MB

~Get Your Files Here !/13. Bernoulli random variables/2. Simulating Bernoulli random variables with rbinom().mp4

84 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 MB

~Get Your Files Here !/13. Bernoulli random variables/5. Sample statistics - mean() for calculating sample proportions.mp4

42 MB

~Get Your Files Here !/13. Bernoulli random variables/6. dbinom().mp4

35 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

90 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

56 MB

~Get Your Files Here !/14. Binomial random variables/13. Visualizing the cdf.mp4

26 MB

~Get Your Files Here !/14. Binomial random variables/14. The median.mp4

51 MB

~Get Your Files Here !/14. Binomial random variables/15. qbinom().mp4

75 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

45 MB

~Get Your Files Here !/14. Binomial random variables/2. mean(rbinom()), Law of Large Numbers.mp4

35 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 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 MB

~Get Your Files Here !/14. Binomial random variables/9. Variance and Standard Deviation.mp4

86 MB

~Get Your Files Here !/15. Binom.test/1. binom.test.mp4

22 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 MB

~Get Your Files Here !/17. Normal Distribution/1. Normal random variables and the empirical rule.mp4

76 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

42 MB

~Get Your Files Here !/17. Normal Distribution/3. dnorm() and continuous distributions.mp4

94 MB

~Get Your Files Here !/17. Normal Distribution/4. pnorm() and the empirical rule.mp4

12 MB

~Get Your Files Here !/17. Normal Distribution/5. qnorm().mp4

61 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 MB

~Get Your Files Here !/18. Sums, CLT, Normal Approximations/2. Standard deviation of a sum.mp4

23 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

30 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 MB

~Get Your Files Here !/19. Probability Geometric distribution/3. dgeom().mp4

43 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

40 MB

~Get Your Files Here !/19. Probability Geometric distribution/6. pgeom(), the cdf.mp4

28 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

12 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 MB

~Get Your Files Here !/20. Probability Negative Binomial distribution/2. rnbinom().mp4

21 MB

~Get Your Files Here !/20. Probability Negative Binomial distribution/3. dnbinom().mp4

49 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 MB

~Get Your Files Here !/20. Probability Negative Binomial distribution/6. pnbinom().mp4

27 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 MB

~Get Your Files Here !/21. Probability Exponential Distribution/2. rexp().mp4

20 MB

~Get Your Files Here !/21. Probability Exponential Distribution/3. rexp() coding exercise.html

119 B

~Get Your Files Here !/21. Probability Exponential Distribution/4. dexp().mp4

9.3 MB

~Get Your Files Here !/21. Probability Exponential Distribution/5. Expected value and sd of exponential distribution.mp4

32 MB

~Get Your Files Here !/21. Probability Exponential Distribution/6. pexp() and memorylessness.mp4

41 MB

~Get Your Files Here !/21. Probability Exponential Distribution/7. pexp() coding exercise.html

119 B

~Get Your Files Here !/21. Probability Exponential Distribution/8. qexp().mp4

7.7 MB

~Get Your Files Here !/21. Probability Exponential Distribution/9. qexp() coding exercise.html

119 B

~Get Your Files Here !/22. Probability Gamma distribution/1. Gamma distribution and rgamma().mp4

33 MB

~Get Your Files Here !/22. Probability Gamma distribution/2. Expected value and standard deviation of gamma distribution.mp4

19 MB

~Get Your Files Here !/22. Probability Gamma distribution/3. dgamma() and pgamma().mp4

17 MB

~Get Your Files Here !/22. Probability Gamma distribution/4. qgamma().mp4

11 MB

~Get Your Files Here !/22. Probability Gamma distribution/5. pgamma() and qgamma() coding exercise.html

119 B

~Get Your Files Here !/22. Probability Gamma distribution/6. Normal approximation to gamma distribution.mp4

37 MB

~Get Your Files Here !/22. Probability Gamma distribution/7. Normal approximation to gamma distribution coding exercise.html

119 B

~Get Your Files Here !/23. Probability Poisson distribution/1. Poisson distribution and rpois().mp4

65 MB

~Get Your Files Here !/23. Probability Poisson distribution/10. Dealing with different time periods.mp4

30 MB

~Get Your Files Here !/23. Probability Poisson distribution/11. Normal approximation to the Poisson distribution.mp4

32 MB

~Get Your Files Here !/23. Probability Poisson distribution/12. Poisson Normal Approximation coding exercise.html

119 B

~Get Your Files Here !/23. Probability Poisson distribution/2. rpois() coding exercise.html

119 B

~Get Your Files Here !/23. Probability Poisson distribution/3. dpois().mp4

15 MB

~Get Your Files Here !/23. Probability Poisson distribution/4. dpois() coding exercise.html

119 B

~Get Your Files Here !/23. Probability Poisson distribution/5. Expected value and standard deviation.mp4

16 MB

~Get Your Files Here !/23. Probability Poisson distribution/6. ppois().mp4

12 MB

~Get Your Files Here !/23. Probability Poisson distribution/7. ppois() coding exercise.html

119 B

~Get Your Files Here !/23. Probability Poisson distribution/8. qpois().mp4

9.6 MB

~Get Your Files Here !/23. Probability Poisson distribution/9. qpois() coding exercise.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/1. Uniform distribution, runif() and dunif().mp4

36 MB

~Get Your Files Here !/24. Probability Uniform distribution/10. chisq.test.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/11. aov().html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/12. filter().html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/13. select().html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/14. glm().html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/15. accuracy.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/16. precision and recall.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/17. 1 sample t test by hand.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/18. t.test() one sample.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/19. 1 mean t interval.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/2. Mean and standard deviation of the uniform distribution.mp4

7.8 MB

~Get Your Files Here !/24. Probability Uniform distribution/20. 1 proportion interval, binom.test, prop.test.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/21. lm().html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/22. predict.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/23. MSE.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/3. punif().mp4

10 MB

~Get Your Files Here !/24. Probability Uniform distribution/4. qunif() and the inverse transform method.mp4

38 MB

~Get Your Files Here !/24. Probability Uniform distribution/5. punif() and qunif() coding exercise.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/6. Inverse transform coding exercise.html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/7. rchisq(), pchisq(), qchisq().html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/8. table().html

119 B

~Get Your Files Here !/24. Probability Uniform distribution/9. chi-square goodness of fit test by hand.html

119 B

~Get Your Files Here !/3. Vectorized operations/1. Introduction to vectorized operations.mp4

9.9 MB

~Get Your Files Here !/3. Vectorized operations/2. Vectorized operations quiz.html

119 B

~Get Your Files Here !/3. Vectorized operations/3. Adding a number to all elements of a vector.html

119 B

~Get Your Files Here !/3. Vectorized operations/4. Adding a number to all elements of a vector solution.mp4

5.3 MB

~Get Your Files Here !/3. Vectorized operations/5. Converting Celsius to Fahrenheit.html

119 B

~Get Your Files Here !/3. Vectorized operations/6. Converting Celsius to Fahrenheit solution.mp4

8.6 MB

~Get Your Files Here !/3. Vectorized operations/7. Adding two vectors - weights of twins.html

119 B

~Get Your Files Here !/3. Vectorized operations/8. Adding two vectors - weights of twins solution.mp4

8.5 MB

~Get Your Files Here !/4. Basic functions on vectors/1. Common functions in R.mp4

24 MB

~Get Your Files Here !/4. Basic functions on vectors/2. mean(), median(), sum(), length().html

119 B

~Get Your Files Here !/4. Basic functions on vectors/3. mean() median() sum() length() solution.mp4

9.9 MB

~Get Your Files Here !/4. Basic functions on vectors/4. sd() and var().html

119 B

~Get Your Files Here !/4. Basic functions on vectors/5. sd() and var() solution.mp4

7.4 MB

~Get Your Files Here !/4. Basic functions on vectors/6. summary().html

119 B

~Get Your Files Here !/4. Basic functions on vectors/7. summary() solution.mp4

12 MB

~Get Your Files Here !/4. Basic functions on vectors/8. Missing data and na.rm.mp4

5.9 MB

~Get Your Files Here !/5. Subsetting vectors/1. Basics of subsetting.mp4

17 MB

~Get Your Files Here !/5. Subsetting vectors/2. Subsetting quiz 1.html

119 B

~Get Your Files Here !/5. Subsetting vectors/3. subsetting.html

119 B

~Get Your Files Here !/5. Subsetting vectors/4. subsetting with c().html

119 B

~Get Your Files Here !/5. Subsetting vectors/5. subsetting with .html

119 B

~Get Your Files Here !/5. Subsetting vectors/6. removing elements with -.html

119 B

~Get Your Files Here !/6. Booleans/1. Booleans.mp4

23 MB

~Get Your Files Here !/6. Booleans/2. Boolean Quiz 1.html

119 B

~Get Your Files Here !/6. Booleans/3. ==, , , =, =.html

119 B

~Get Your Files Here !/6. Booleans/4. Subsetting a vector with a boolean.mp4

7.4 MB

~Get Your Files Here !/7. Matrix basics/1. Creating matrices with cbind and rbind.mp4

13 MB

~Get Your Files Here !/7. Matrix basics/2. cbind() and rbind().html

119 B

~Get Your Files Here !/7. Matrix basics/3. cbind and rbind quiz.html

119 B

~Get Your Files Here !/7. Matrix basics/4. Creating matrices with matrix().mp4

17 MB

~Get Your Files Here !/7. Matrix basics/5. matrix() quiz.html

119 B

~Get Your Files Here !/7. Matrix basics/6. matrix() 1.html

119 B

~Get Your Files Here !/7. Matrix basics/7. dim(), nrow(), ncol() quiz.html

119 B

~Get Your Files Here !/8. Matrix subsetting/1. Matrix subsetting.mp4

8.9 MB

~Get Your Files Here !/8. Matrix subsetting/2. Matrix subsetting quiz 1.html

119 B

~Get Your Files Here !/8. Matrix subsetting/3. matrix subsetting rows and columns.html

119 B

~Get Your Files Here !/8. Matrix subsetting/4. matrix subsetting, only certain columns.html

119 B

~Get Your Files Here !/8. Matrix subsetting/5. matrix subsetting, only certain rows.html

119 B

~Get Your Files Here !/8. Matrix subsetting/6. Matrix subsetting with booleans.mp4

11 MB

~Get Your Files Here !/8. Matrix subsetting/7. matrix subsetting, rows that meet a boolean criterion.html

119 B

~Get Your Files Here !/9. Matrix operations/1. apply().mp4

29 MB

~Get Your Files Here !/9. Matrix operations/2. apply() quiz 1.html

119 B

~Get Your Files Here !/9. Matrix operations/3. rowSums() and rowMeans().html

119 B

~Get Your Files Here !/9. Matrix operations/4. apply().html

119 B

~Get Your Files Here !/Bonus Resources.txt

386 B