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文档列表

~Get Your Files Here !/16. Hypergeometric distribution/1. Hypergeometric random variables.mp4 115.6 MB
~Get Your Files Here !/17. Normal Distribution/3. dnorm() and continuous distributions.mp4 98.5 MB
~Get Your Files Here !/14. Binomial random variables/1. Binomial random variables.mp4 94.1 MB
~Get Your Files Here !/14. Binomial random variables/9. Variance and Standard Deviation.mp4 89.7 MB
~Get Your Files Here !/13. Bernoulli random variables/2. Simulating Bernoulli random variables with rbinom().mp4 87.8 MB
~Get Your Files Here !/14. Binomial random variables/10. cdf and pbinom().mp4 87.0 MB
~Get Your Files Here !/14. Binomial random variables/8. Expected Value.mp4 82.3 MB
~Get Your Files Here !/17. Normal Distribution/1. Normal random variables and the empirical rule.mp4 79.3 MB
~Get Your Files Here !/14. Binomial random variables/15. qbinom().mp4 79.0 MB
~Get Your Files Here !/23. Probability Poisson distribution/1. Poisson distribution and rpois().mp4 68.0 MB
~Get Your Files Here !/17. Normal Distribution/5. qnorm().mp4 63.5 MB
~Get Your Files Here !/20. Probability Negative Binomial distribution/7. qnbinom().mp4 59.7 MB
~Get Your Files Here !/14. Binomial random variables/12. Other types of inequalities and intervals.mp4 58.6 MB
~Get Your Files Here !/13. Bernoulli random variables/1. Binary random variables, sample space.mp4 56.7 MB
~Get Your Files Here !/14. Binomial random variables/14. The median.mp4 53.1 MB
~Get Your Files Here !/20. Probability Negative Binomial distribution/3. dnbinom().mp4 51.5 MB
~Get Your Files Here !/13. Bernoulli random variables/4. Parameters - The population proportion.mp4 48.3 MB
~Get Your Files Here !/14. Binomial random variables/17. Problem-solving with qbinom().mp4 46.9 MB
~Get Your Files Here !/19. Probability Geometric distribution/3. dgeom().mp4 45.0 MB
~Get Your Files Here !/13. Bernoulli random variables/5. Sample statistics - mean() for calculating sample proportions.mp4 43.9 MB
~Get Your Files Here !/17. Normal Distribution/2. Empirical rule with rnorm().mp4 43.8 MB
~Get Your Files Here !/21. Probability Exponential Distribution/6. pexp() and memorylessness.mp4 43.5 MB
~Get Your Files Here !/19. Probability Geometric distribution/5. Expected value and standard deviation of geometric distribution.mp4 41.9 MB
~Get Your Files Here !/20. Probability Negative Binomial distribution/1. Negative binomial random variables.mp4 40.1 MB
~Get Your Files Here !/24. Probability Uniform distribution/4. qunif() and the inverse transform method.mp4 40.0 MB
~Get Your Files Here !/22. Probability Gamma distribution/6. Normal approximation to gamma distribution.mp4 39.1 MB
~Get Your Files Here !/24. Probability Uniform distribution/1. Uniform distribution, runif() and dunif().mp4 37.5 MB
~Get Your Files Here !/13. Bernoulli random variables/6. dbinom().mp4 36.9 MB
~Get Your Files Here !/14. Binomial random variables/2. mean(rbinom()), Law of Large Numbers.mp4 36.5 MB
~Get Your Files Here !/22. Probability Gamma distribution/1. Gamma distribution and rgamma().mp4 34.6 MB
~Get Your Files Here !/21. Probability Exponential Distribution/5. Expected value and sd of exponential distribution.mp4 33.5 MB
~Get Your Files Here !/23. Probability Poisson distribution/11. Normal approximation to the Poisson distribution.mp4 33.1 MB
~Get Your Files Here !/19. Probability Geometric distribution/1. Geometric random variables.mp4 31.4 MB
~Get Your Files Here !/18. Sums, CLT, Normal Approximations/4. Mean and sd of binomial distribution, Normal approximation to the binomial.mp4 31.4 MB
~Get Your Files Here !/23. Probability Poisson distribution/10. Dealing with different time periods.mp4 31.2 MB
~Get Your Files Here !/21. Probability Exponential Distribution/1. Exponential random variables.mp4 30.9 MB
~Get Your Files Here !/14. Binomial random variables/5. Estimating probabilities with mean() and rbinom().mp4 30.5 MB
~Get Your Files Here !/19. Probability Geometric distribution/8. qgeom().mp4 30.4 MB
~Get Your Files Here !/9. Matrix operations/1. apply().mp4 30.0 MB
~Get Your Files Here !/18. Sums, CLT, Normal Approximations/1. Expected value of a sum.mp4 29.9 MB
~Get Your Files Here !/19. Probability Geometric distribution/6. pgeom(), the cdf.mp4 29.1 MB
~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/4. Subsetting data randomly with sample().mp4 28.7 MB
~Get Your Files Here !/20. Probability Negative Binomial distribution/6. pnbinom().mp4 28.0 MB
~Get Your Files Here !/14. Binomial random variables/13. Visualizing the cdf.mp4 27.6 MB
~Get Your Files Here !/4. Basic functions on vectors/1. Common functions in R.mp4 25.0 MB
~Get Your Files Here !/18. Sums, CLT, Normal Approximations/2. Standard deviation of a sum.mp4 24.3 MB
~Get Your Files Here !/6. Booleans/1. Booleans.mp4 24.2 MB
~Get Your Files Here !/15. Binom.test/1. binom.test.mp4 23.5 MB
~Get Your Files Here !/11. lists/1. Lists.mp4 22.0 MB
~Get Your Files Here !/20. Probability Negative Binomial distribution/2. rnbinom().mp4 21.8 MB
~Get Your Files Here !/21. Probability Exponential Distribution/2. rexp().mp4 21.2 MB
~Get Your Files Here !/14. Binomial random variables/6. dbinom() intro.mp4 19.9 MB
~Get Your Files Here !/22. Probability Gamma distribution/2. Expected value and standard deviation of gamma distribution.mp4 19.7 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 18.9 MB
~Get Your Files Here !/22. Probability Gamma distribution/3. dgamma() and pgamma().mp4 18.0 MB
~Get Your Files Here !/5. Subsetting vectors/1. Basics of subsetting.mp4 17.8 MB
~Get Your Files Here !/7. Matrix basics/4. Creating matrices with matrix().mp4 17.7 MB
~Get Your Files Here !/20. Probability Negative Binomial distribution/5. Mean and standard deviation of negative binomial distribution.mp4 17.4 MB
~Get Your Files Here !/23. Probability Poisson distribution/5. Expected value and standard deviation.mp4 17.1 MB
~Get Your Files Here !/10. data frames/1. Data frames.mp4 16.4 MB
~Get Your Files Here !/23. Probability Poisson distribution/3. dpois().mp4 16.1 MB
~Get Your Files Here !/19. Probability Geometric distribution/2. rgeom().mp4 13.9 MB
~Get Your Files Here !/7. Matrix basics/1. Creating matrices with cbind and rbind.mp4 13.3 MB
~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/1. sample().mp4 13.1 MB
~Get Your Files Here !/4. Basic functions on vectors/7. summary() solution.mp4 12.8 MB
~Get Your Files Here !/23. Probability Poisson distribution/6. ppois().mp4 12.5 MB
~Get Your Files Here !/2. Creating vectors and assignment/12. seq().mp4 12.4 MB
~Get Your Files Here !/17. Normal Distribution/4. pnorm() and the empirical rule.mp4 12.1 MB
~Get Your Files Here !/8. Matrix subsetting/6. Matrix subsetting with booleans.mp4 11.9 MB
~Get Your Files Here !/22. Probability Gamma distribution/4. qgamma().mp4 11.4 MB
~Get Your Files Here !/24. Probability Uniform distribution/3. punif().mp4 10.8 MB
~Get Your Files Here !/4. Basic functions on vectors/3. mean() median() sum() length() solution.mp4 10.4 MB
~Get Your Files Here !/3. Vectorized operations/1. Introduction to vectorized operations.mp4 10.4 MB
~Get Your Files Here !/2. Creating vectors and assignment/5. Vectors with c().mp4 10.2 MB
~Get Your Files Here !/23. Probability Poisson distribution/8. qpois().mp4 10.1 MB
~Get Your Files Here !/2. Creating vectors and assignment/18. rep().mp4 10.0 MB
~Get Your Files Here !/21. Probability Exponential Distribution/4. dexp().mp4 9.7 MB
~Get Your Files Here !/8. Matrix subsetting/1. Matrix subsetting.mp4 9.3 MB
~Get Your Files Here !/3. Vectorized operations/6. Converting Celsius to Fahrenheit solution.mp4 9.0 MB
~Get Your Files Here !/3. Vectorized operations/8. Adding two vectors - weights of twins solution.mp4 8.9 MB
~Get Your Files Here !/18. Sums, CLT, Normal Approximations/3. Sums of normal random variable is normal.mp4 8.5 MB
~Get Your Files Here !/24. Probability Uniform distribution/2. Mean and standard deviation of the uniform distribution.mp4 8.2 MB
~Get Your Files Here !/21. Probability Exponential Distribution/8. qexp().mp4 8.1 MB
~Get Your Files Here !/6. Booleans/4. Subsetting a vector with a boolean.mp4 7.8 MB
~Get Your Files Here !/4. Basic functions on vectors/5. sd() and var() solution.mp4 7.8 MB
~Get Your Files Here !/2. Creating vectors and assignment/1. Variables and assignment.mp4 6.6 MB
~Get Your Files Here !/4. Basic functions on vectors/8. Missing data and na.rm.mp4 6.2 MB
~Get Your Files Here !/2. Creating vectors and assignment/3. Variables and assignment coding assignment.mp4 6.0 MB
~Get Your Files Here !/3. Vectorized operations/4. Adding a number to all elements of a vector solution.mp4 5.6 MB
~Get Your Files Here !/2. Creating vectors and assignment/8. The colon .mp4 4.9 MB
~Get Your Files Here !/2. Creating vectors and assignment/23. rep() exercise 2 solution.mp4 4.5 MB
~Get Your Files Here !/2. Creating vectors and assignment/21. rep() exercise 1 solution.mp4 4.3 MB
~Get Your Files Here !/2. Creating vectors and assignment/17. seq() exercise 2 solution.mp4 3.5 MB
~Get Your Files Here !/2. Creating vectors and assignment/15. seq() exercise 1 solution.mp4 3.4 MB
~Get Your Files Here !/2. Creating vectors and assignment/7. Vectors with c() solution.mp4 2.5 MB
~Get Your Files Here !/2. Creating vectors and assignment/11. colon coding solution.mp4 2.2 MB
~Get Your Files Here !/1. Introduction/2. Install R and RStudio.html 428 Bytes
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 183 Bytes
~Get Your Files Here !/10. data frames/2. creating data frames.html 119 Bytes
~Get Your Files Here !/10. data frames/3. data frame quiz.html 119 Bytes
~Get Your Files Here !/11. lists/2. list quiz.html 119 Bytes
~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/2. sample().html 119 Bytes
~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/3. sample() quiz.html 119 Bytes
~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/5. test and train data.html 119 Bytes
~Get Your Files Here !/12. Generating random numbers and splitting training and testing data/6. testtrain quiz.html 119 Bytes
~Get Your Files Here !/13. Bernoulli random variables/3. rbinom() exercise.html 119 Bytes
~Get Your Files Here !/13. Bernoulli random variables/7. dbinom() exercise.html 119 Bytes
~Get Your Files Here !/14. Binomial random variables/11. pbinom().html 119 Bytes
~Get Your Files Here !/14. Binomial random variables/16. qbinom().html 119 Bytes
~Get Your Files Here !/14. Binomial random variables/3. Bernoulli trials - counting successes and failures.html 119 Bytes
~Get Your Files Here !/14. Binomial random variables/4. Generating Binomial random variables with rbinom().html 119 Bytes
~Get Your Files Here !/14. Binomial random variables/7. dbinom().html 119 Bytes
~Get Your Files Here !/15. Binom.test/2. binom.test.html 119 Bytes
~Get Your Files Here !/17. Normal Distribution/10. Normal approximation to the binomial distribution.html 119 Bytes
~Get Your Files Here !/17. Normal Distribution/11. prop.test() one sample.html 119 Bytes
~Get Your Files Here !/17. Normal Distribution/12. prop.test two sample.html 119 Bytes
~Get Your Files Here !/17. Normal Distribution/13. prop.test two sample example.html 119 Bytes
~Get Your Files Here !/17. Normal Distribution/6. rnorm(), mean, and sd.html 119 Bytes
~Get Your Files Here !/17. Normal Distribution/7. pnorm().html 119 Bytes
~Get Your Files Here !/17. Normal Distribution/8. dnorm() and plotting, continuous distributions.html 119 Bytes
~Get Your Files Here !/17. Normal Distribution/9. qnorm().html 119 Bytes
~Get Your Files Here !/19. Probability Geometric distribution/4. dgeom().html 119 Bytes
~Get Your Files Here !/19. Probability Geometric distribution/7. pgeom().html 119 Bytes
~Get Your Files Here !/19. Probability Geometric distribution/9. qgeom() coding exercise.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/10. colon .html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/13. seq() quiz.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/14. seq() exercise 1.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/16. seq() exercise 2.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/19. rep() quiz.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/2. Variables and assignment.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/20. rep() exercise 1.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/22. rep() exercise 2.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/4. Variables and assignment.html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/6. vectors with c().html 119 Bytes
~Get Your Files Here !/2. Creating vectors and assignment/9. Vector and colon quiz.html 119 Bytes
~Get Your Files Here !/20. Probability Negative Binomial distribution/4. dnbinom(), pnbinom(), qnbinom() coding exercise.html 119 Bytes
~Get Your Files Here !/20. Probability Negative Binomial distribution/8. Normal approximation to the negative binomial coding exercise.html 119 Bytes
~Get Your Files Here !/21. Probability Exponential Distribution/3. rexp() coding exercise.html 119 Bytes
~Get Your Files Here !/21. Probability Exponential Distribution/7. pexp() coding exercise.html 119 Bytes
~Get Your Files Here !/21. Probability Exponential Distribution/9. qexp() coding exercise.html 119 Bytes
~Get Your Files Here !/22. Probability Gamma distribution/5. pgamma() and qgamma() coding exercise.html 119 Bytes
~Get Your Files Here !/22. Probability Gamma distribution/7. Normal approximation to gamma distribution coding exercise.html 119 Bytes
~Get Your Files Here !/23. Probability Poisson distribution/12. Poisson Normal Approximation coding exercise.html 119 Bytes
~Get Your Files Here !/23. Probability Poisson distribution/2. rpois() coding exercise.html 119 Bytes
~Get Your Files Here !/23. Probability Poisson distribution/4. dpois() coding exercise.html 119 Bytes
~Get Your Files Here !/23. Probability Poisson distribution/7. ppois() coding exercise.html 119 Bytes
~Get Your Files Here !/23. Probability Poisson distribution/9. qpois() coding exercise.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/10. chisq.test.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/11. aov().html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/12. filter().html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/13. select().html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/14. glm().html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/15. accuracy.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/16. precision and recall.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/17. 1 sample t test by hand.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/18. t.test() one sample.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/19. 1 mean t interval.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/20. 1 proportion interval, binom.test, prop.test.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/21. lm().html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/22. predict.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/23. MSE.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/5. punif() and qunif() coding exercise.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/6. Inverse transform coding exercise.html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/7. rchisq(), pchisq(), qchisq().html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/8. table().html 119 Bytes
~Get Your Files Here !/24. Probability Uniform distribution/9. chi-square goodness of fit test by hand.html 119 Bytes
~Get Your Files Here !/3. Vectorized operations/2. Vectorized operations quiz.html 119 Bytes
~Get Your Files Here !/3. Vectorized operations/3. Adding a number to all elements of a vector.html 119 Bytes
~Get Your Files Here !/3. Vectorized operations/5. Converting Celsius to Fahrenheit.html 119 Bytes
~Get Your Files Here !/3. Vectorized operations/7. Adding two vectors - weights of twins.html 119 Bytes
~Get Your Files Here !/4. Basic functions on vectors/2. mean(), median(), sum(), length().html 119 Bytes
~Get Your Files Here !/4. Basic functions on vectors/4. sd() and var().html 119 Bytes
~Get Your Files Here !/4. Basic functions on vectors/6. summary().html 119 Bytes
~Get Your Files Here !/5. Subsetting vectors/2. Subsetting quiz 1.html 119 Bytes
~Get Your Files Here !/5. Subsetting vectors/3. subsetting.html 119 Bytes
~Get Your Files Here !/5. Subsetting vectors/4. subsetting with c().html 119 Bytes
~Get Your Files Here !/5. Subsetting vectors/5. subsetting with .html 119 Bytes
~Get Your Files Here !/5. Subsetting vectors/6. removing elements with -.html 119 Bytes
~Get Your Files Here !/6. Booleans/2. Boolean Quiz 1.html 119 Bytes
~Get Your Files Here !/6. Booleans/3. ==, , , =, =.html 119 Bytes
~Get Your Files Here !/7. Matrix basics/2. cbind() and rbind().html 119 Bytes
~Get Your Files Here !/7. Matrix basics/3. cbind and rbind quiz.html 119 Bytes
~Get Your Files Here !/7. Matrix basics/5. matrix() quiz.html 119 Bytes
~Get Your Files Here !/7. Matrix basics/6. matrix() 1.html 119 Bytes
~Get Your Files Here !/7. Matrix basics/7. dim(), nrow(), ncol() quiz.html 119 Bytes
~Get Your Files Here !/8. Matrix subsetting/2. Matrix subsetting quiz 1.html 119 Bytes
~Get Your Files Here !/8. Matrix subsetting/3. matrix subsetting rows and columns.html 119 Bytes
~Get Your Files Here !/8. Matrix subsetting/4. matrix subsetting, only certain columns.html 119 Bytes
~Get Your Files Here !/8. Matrix subsetting/5. matrix subsetting, only certain rows.html 119 Bytes
~Get Your Files Here !/8. Matrix subsetting/7. matrix subsetting, rows that meet a boolean criterion.html 119 Bytes
~Get Your Files Here !/9. Matrix operations/2. apply() quiz 1.html 119 Bytes
~Get Your Files Here !/9. Matrix operations/3. rowSums() and rowMeans().html 119 Bytes
~Get Your Files Here !/9. Matrix operations/4. apply().html 119 Bytes

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