Probability Foundations for Data Science --> [ CourseWikia ]


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Torrent File Content (110 files)


[ CourseWikia.com ] Probability Foundations for Data Science
     Get Bonus Downloads Here.url -
181 bytes

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          01 - Introduction/01 - Introduction to probability.mp4 -
3.26 MB

          01 - Introduction/01 - Introduction to probability.srt -
1.26 KB

          01 - Introduction/02 - What you should know.mp4 -
1.27 MB

          01 - Introduction/02 - What you should know.srt -
1.56 KB

          01 - Introduction/03 - Calculus review Limits and derivatives.mp4 -
10.31 MB

          01 - Introduction/03 - Calculus review Limits and derivatives.srt -
12.17 KB

          01 - Introduction/04 - Calculus review Integrals.mp4 -
10.31 MB

          01 - Introduction/04 - Calculus review Integrals.srt -
12.2 KB

          02 - 1. Probability Fundamentals/01 - Basic probability.mp4 -
14.94 MB

          02 - 1. Probability Fundamentals/01 - Basic probability.srt -
17.9 KB

          02 - 1. Probability Fundamentals/02 - Random variables.mp4 -
7.23 MB

          02 - 1. Probability Fundamentals/02 - Random variables.srt -
7.73 KB

          02 - 1. Probability Fundamentals/03 - Discrete distributions.mp4 -
7.65 MB

          02 - 1. Probability Fundamentals/03 - Discrete distributions.srt -
9.03 KB

          02 - 1. Probability Fundamentals/04 - Continuous distributions.mp4 -
5.92 MB

          02 - 1. Probability Fundamentals/04 - Continuous distributions.srt -
7.17 KB

          02 - 1. Probability Fundamentals/05 - Cumulative distributions.mp4 -
6.86 MB

          02 - 1. Probability Fundamentals/05 - Cumulative distributions.srt -
7.98 KB

          02 - 1. Probability Fundamentals/06 - Joint distributions.mp4 -
12.96 MB

          02 - 1. Probability Fundamentals/06 - Joint distributions.srt -
14.86 KB

          03 - 2. Expectation and Variance/01 - Expectation.mp4 -
5.87 MB

          03 - 2. Expectation and Variance/01 - Expectation.srt -
7.4 KB

          03 - 2. Expectation and Variance/02 - Expectation of discrete random variables.mp4 -
9.44 MB

          03 - 2. Expectation and Variance/02 - Expectation of discrete random variables.srt -
11.08 KB

          03 - 2. Expectation and Variance/03 - Expectation of continuous random variables.mp4 -
7.83 MB

          03 - 2. Expectation and Variance/03 - Expectation of continuous random variables.srt -
10.23 KB

          03 - 2. Expectation and Variance/04 - Conditional expectation.mp4 -
9.25 MB

          03 - 2. Expectation and Variance/04 - Conditional expectation.srt -
11.11 KB

          03 - 2. Expectation and Variance/05 - Variance and standard deviation.mp4 -
5.61 MB

          03 - 2. Expectation and Variance/05 - Variance and standard deviation.srt -
6.94 KB

          03 - 2. Expectation and Variance/06 - Discrete vs. continuous dispersion.mp4 -
7.16 MB

          03 - 2. Expectation and Variance/06 - Discrete vs. continuous dispersion.srt -
7.98 KB

          03 - 2. Expectation and Variance/07 - Covariance.mp4 -
10.13 MB

          03 - 2. Expectation and Variance/07 - Covariance.srt -
12.11 KB

          03 - 2. Expectation and Variance/08 - Correlation.mp4 -
7.38 MB

          03 - 2. Expectation and Variance/08 - Correlation.srt -
9.64 KB

          04 - 3. Discrete Distributions/01 - Discrete distributions Introduction.mp4 -
2.96 MB

          04 - 3. Discrete Distributions/01 - Discrete distributions Introduction.srt -
3.45 KB

          04 - 3. Discrete Distributions/02 - Discrete uniform distribution.mp4 -
6.46 MB

          04 - 3. Discrete Distributions/02 - Discrete uniform distribution.srt -
7.69 KB

          04 - 3. Discrete Distributions/03 - Bernoulli distribution.mp4 -
7.01 MB

          04 - 3. Discrete Distributions/03 - Bernoulli distribution.srt -
8.77 KB

          04 - 3. Discrete Distributions/04 - Binomial distribution.mp4 -
11 MB

          04 - 3. Discrete Distributions/04 - Binomial distribution.srt -
13.07 KB

          04 - 3. Discrete Distributions/05 - Negative binomial distribution.mp4 -
11.5 MB

          04 - 3. Discrete Distributions/05 - Negative binomial distribution.srt -
13.94 KB

          04 - 3. Discrete Distributions/06 - Geometric distribution.mp4 -
6.26 MB

          04 - 3. Discrete Distributions/06 - Geometric distribution.srt -
7.79 KB

          04 - 3. Discrete Distributions/07 - Hypergeometric distribution.mp4 -
15.08 MB



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