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【影视】 [ FreeCourseWeb.com ] Udemy - Bayesian Statistics - A Step-by-step Introduction

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~Get Your Files Here !/6. Normal - Normal/6. Example Normal-Normal Problem with R and Stan.mp4 132.2 MB
~Get Your Files Here !/4. Beta-Binomial Family/5. Posterior Distribution What are Conjugate Priors.mp4 124.1 MB
~Get Your Files Here !/5. Poisson - Gamma/2. Gamma Distribution and Choosing Hyperparameters.mp4 117.8 MB
~Get Your Files Here !/5. Poisson - Gamma/8. Example Poisson-Gamma Problem with R and Stan.mp4 113.3 MB
~Get Your Files Here !/4. Beta-Binomial Family/11. Example Beta-Binomial Problem with R.mp4 110.9 MB
~Get Your Files Here !/4. Beta-Binomial Family/1. Binomial Random Variables.mp4 106.3 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/6. CDFs and Inverse CDFs.mp4 96.1 MB
~Get Your Files Here !/4. Beta-Binomial Family/12. Example Beta-Binomial Problem with Stan.mp4 94.9 MB
~Get Your Files Here !/4. Beta-Binomial Family/2. Prior The Beta Distribution.mp4 91.1 MB
~Get Your Files Here !/6. Normal - Normal/2. Prior Normal Distribution and choosing hyperparameters.mp4 88.0 MB
~Get Your Files Here !/7. More advanced models/3. Example Simple Linear Regression Problem with R and Stan.mp4 87.2 MB
~Get Your Files Here !/7. More advanced models/2. Simple Linear Regression.mp4 86.0 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/9. Point Estimates.mp4 84.2 MB
~Get Your Files Here !/5. Poisson - Gamma/1. Likelihood Poisson Distribution.mp4 79.8 MB
~Get Your Files Here !/6. Normal - Normal/3. Posterior Distribution and Example.mp4 76.2 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/2. Likelihood and Random Variables.mp4 75.1 MB
~Get Your Files Here !/7. More advanced models/1. Predictive distributions, unknown variance.mp4 72.9 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/7. Credible Intervals.mp4 71.7 MB
~Get Your Files Here !/6. Normal - Normal/1. Normal Distribution.mp4 70.9 MB
~Get Your Files Here !/3. Continuous Priors and the Uniform Distribution/1. Continuous Priors and the Uniform Distribution.mp4 70.6 MB

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【影视】 [CourserHub.com] Coursera - Bayesian Statistics Specialization

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mixture-models/02_maximum-likelihood-estimation-for-mixture-models/01_the-em-algorithm-for-mixture-models/02_em-for-location-mixtures-of-gaussians.mp4 127.6 MB
bayesian-statistics-time-series-analysis/01_week-1-introduction-to-time-series-and-the-ar-1-process/04_the-ar-1-maximum-likelihood-estimation-and-bayesian-inference/02_maximum-likelihood-estimation-in-the-ar-1.mp4 127.2 MB
mixture-models/04_applications-of-mixture-models/02_clustering/01_mixture-models-for-clustering.mp4 112.9 MB
mixture-models/01_basic-concepts-on-mixture-models/03_definition-of-mixture-models/01_basic-definitions.mp4 109.1 MB
bayesian-statistics-capstone/03_bayesian-location-mixture-of-ar-p-model/01_week-3/02_full-conditional-distributions-of-model-parameters.mp4 107.7 MB
mixture-models/05_practical-considerations/02_determining-the-number-of-components-in-a-mixture-model/05_estimating-the-full-partition-structure-in-bayesian-settings.mp4 106.8 MB
mixture-models/02_maximum-likelihood-estimation-for-mixture-models/01_the-em-algorithm-for-mixture-models/01_em-for-general-mixtures.mp4 103.1 MB
mixture-models/04_applications-of-mixture-models/03_classification/01_mixture-models-and-naive-bayes-classifiers.mp4 95.8 MB
mixture-models/03_bayesian-estimation-for-mixture-models/01_markov-chain-monte-carlo-algorithms-for-mixture-models/03_mcmc-for-location-mixtures-of-normals-part-1.mp4 90.8 MB
mixture-models/04_applications-of-mixture-models/03_classification/02_linear-and-quadratic-discriminant-analysis-in-the-context-of-mixture-models.mp4 87.9 MB
bayesian-statistics-time-series-analysis/02_week-2-the-ar-p-process/01_the-general-ar-p-process/01_definition-and-state-space-representation.mp4 83.7 MB
bayesian-statistics-time-series-analysis/04_week-4-normal-dynamic-linear-models-part-ii/02_bayesian-inference-in-the-ndlm-part-ii/03_specifying-the-system-covariance-matrix-via-discount-factors.mp4 80.2 MB
mixture-models/03_bayesian-estimation-for-mixture-models/01_markov-chain-monte-carlo-algorithms-for-mixture-models/02_markov-chain-monte-carlo-algorithms-part-2.mp4 79.3 MB
bayesian-statistics-time-series-analysis/03_week-3-normal-dynamic-linear-models-part-i/02_bayesian-inference-in-the-ndlm-part-i/01_filtering.mp4 73.9 MB
bayesian-statistics-time-series-analysis/02_week-2-the-ar-p-process/01_the-general-ar-p-process/02_examples.mp4 72.2 MB
mixture-models/03_bayesian-estimation-for-mixture-models/01_markov-chain-monte-carlo-algorithms-for-mixture-models/01_markov-chain-monte-carlo-algorithms-part-1.mp4 71.5 MB
mixture-models/03_bayesian-estimation-for-mixture-models/01_markov-chain-monte-carlo-algorithms-for-mixture-models/04_mcmc-for-location-mixtures-of-normals-part-2.mp4 70.5 MB
bayesian-statistics-time-series-analysis/04_week-4-normal-dynamic-linear-models-part-ii/01_seasonal-ndlms/01_fourier-representation.mp4 66.1 MB
bayesian-statistics-time-series-analysis/03_week-3-normal-dynamic-linear-models-part-i/01_the-normal-dynamic-linear-model-definition-model-classes-and-the-superposition/01_ndlm-definition.mp4 64.1 MB
mixture-models/01_basic-concepts-on-mixture-models/04_likelihood-function-for-mixture-models/05_parameter-identifiability.mp4 63.2 MB

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【安装包】 IBM SPSS Statistics 27.0.1 IF026 (x64) Multilingual

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IF026 Update/JRE/bin/default/j9gc29.dll 3.7 MB
IF026 Update/JRE/bin/default/j9gc_full29.dll 3.7 MB
IF026 Update/JRE/lib/resources.jar 3.5 MB
IF026 Update/JRE/bin/libcrypto-1_1-x64.dll 3.3 MB
IF026 Update/JRE/lib/charsets.jar 3.1 MB
IF026 Update/JRE/lib/ext/nashorn.jar 2.0 MB
IF026 Update/JRE/bin/default/j9vm29.dll 2.0 MB
IF026 Update/JRE/lib/jsse.jar 1.9 MB
IF026 Update/JRE/bin/awt.dll 1.5 MB
IF026 Update/JRE/lib/ext/localedata.jar 1.2 MB
IF026 Update/JRE/lib/J9TraceFormat.dat 1.0 MB
IF026 Update/JRE/bin/msvcr120.dll 956.0 kB
IF026 Update/JRE/lib/ext/dtfj.jar 826.4 kB
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IF026 Update/JRE/bin/default/j9vrb29.dll 765.1 kB

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【压缩文件】 [ FreeCourseWeb.com ] Udemy - SPSS for healthcare and life science statistics.zip

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[ FreeCourseWeb.com ] Udemy - SPSS for healthcare and life science statistics.zip 295.2 MB

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【影视】 [ DevCourseWeb.com ] Python Statistics Essential Training (2023)

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~Get Your Files Here !/02 - 1. Loading and Cleaning Data/03 - Cleaning numbers.mp4 43.7 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/02 - Strings and categories.mp4 37.4 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/04 - Correlations.mp4 27.3 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/06 - Visualizing categorical and numerical values.mp4 26.9 MB
~Get Your Files Here !/04 - 3. Linear Regressions/04 - Regression with XGBoost.mp4 20.9 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/03 - Outliers and Z-scores.mp4 20.3 MB
~Get Your Files Here !/04 - 3. Linear Regressions/03 - Standardizing values.mp4 19.9 MB
~Get Your Files Here !/04 - 3. Linear Regressions/01 - Linear regression.mp4 17.6 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/05 - Scatter plots.mp4 16.2 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/06 - Solution Clean Ames.mp4 15.8 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/04 - Shrinking numbers.mp4 15.3 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/07 - Comparing two categoricals.mp4 14.2 MB
~Get Your Files Here !/02 - 1. Loading and Cleaning Data/01 - Loading data.mp4 14.0 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/03 - Running statistical tests.mp4 13.4 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/02 - Visualizing distributions.mp4 13.2 MB
~Get Your Files Here !/04 - 3. Linear Regressions/02 - Interpreting linear regression models.mp4 10.7 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/04 - Testing for normality.mp4 10.1 MB
~Get Your Files Here !/05 - 4. Hypothesis Tests/06 - Solution Checking square footage distributions.mp4 9.7 MB
~Get Your Files Here !/04 - 3. Linear Regressions/06 - Solution Predict Ames.mp4 9.2 MB
~Get Your Files Here !/03 - 2. Exploring and Visualizing/02 - Histograms and distributions.mp4 8.4 MB

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【压缩文件】 [ FreeCourseWeb.com ] Udemy - An Introduction to Wait Statistics in SQL Server 2019.zip

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[ FreeCourseWeb.com ] Udemy - An Introduction to Wait Statistics in SQL Server 2019.zip 1.6 GB

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【影视】 [FreeCoursesOnline.Me] PacktPub - Probability Statistics - The Foundations Of Machine Learning [Video]

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00023 Case_Study_-_Sleep_Analysis_Structure_and_Code.mp4 1.1 GB
00007 Central_Tendency_Mean_Median_and_Mode.mp4 900.2 MB
00015 Spam_Detection_-_Implementation_Issues.mp4 758.8 MB
00028 Applying_Entropy_-_Coding_Decision_Trees_for_Machine_Learning.mp4 574.1 MB
00004 Foundations_Data_Types_and_Representing_Data.mp4 389.1 MB
00002 Code_Environment_Setup_and_Python_Crash_Course.mp4 336.5 MB
00030 Bayesian_Inference_Code_Through_PyMC3.mp4 330.1 MB
00011 Simulating_Coin_Flips_for_Probability.mp4 315.4 MB
00012 Conditional_Probability_the_Most_Important_Concept_in_Stats.mp4 304.8 MB
00019 Distributions_-_Rationale_and_Importance.mp4 264.3 MB
00027 Entropy_-_The_Most_Important_Application_of_Expected_Values.mp4 253.8 MB
00006 Exploring_Data_Types_in_Code.mp4 242.3 MB
00003 Getting_Started_with_Code_-_Feel_of_Data.mp4 224.3 MB
00024 Visualizing_Joint_Distributions_-_The_Road_to_ML_Success.mp4 216.3 MB
00009 Dispersion_Exploration_Through_Code.mp4 206.2 MB
00016 Rules_for_Counting_Mostly_Optional.mp4 205.5 MB
00021 Continuous_Distributions_with_the_Help_of_an_Example.mp4 202.6 MB
00025 Dependence_and_Variance_of_Two_Random_Variables.mp4 199.7 MB
00018 Two_Random_Variables_-_Joint_Probabilities.mp4 198.1 MB
00014 Application_of_Bayes_Rule_in_the_Real_World_-_Spam_Detection.mp4 145.1 MB

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【压缩文件】 [FreeCoursesOnline.Me] Coursera - Business Statistics And Analysis Specialization

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4. Linear Regression for Business Statistics.zip 688.2 MB
3. Business Applications of Hypothesis Testing and Confidence Interval Estimation.zip 634.7 MB
2. Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions.zip 493.5 MB
1. Introduction to Data Analysis Using Excel.zip 468.2 MB
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【压缩文件】 [ FreeCourseWeb.com ] Lynda - Excel Statistics Essential Training- 1 (2019).zip

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[ FreeCourseWeb.com ] Lynda - Excel Statistics Essential Training- 1 (2019).zip 456.8 MB

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【影视】 UDEMY.Advance.Maths.Part.III.Statistics.and.Probability.BOOKWARE-iLEARN_

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21. probability1.mp4 415.8 MB
23. Probability3.mp4 400.0 MB
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26. Probability6.mp4 331.9 MB
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2. Stats1.mp4 310.8 MB
22. probability2.mp4 302.5 MB
29. Probability9.mp4 297.1 MB
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【文档书籍】 Klein G., Dabney A. The Cartoon Introduction to Statistics 2013

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Klein G., Dabney A. The Cartoon Introduction to Statistics 2013.pdf 112.5 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Statistics for Data Analysts and Scientists

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~Get Your Files Here !/10. Multiple Linear Regression Analysis/1. Multiple Linear Regression Overview.mp4 139.6 MB
~Get Your Files Here !/11. One Way Analysis of Variance/1. One Way Analysis of Variance Test Overview.mp4 105.0 MB
~Get Your Files Here !/9. Simple Linear Regression Analysis/1. Simple Linear Regression Analysis Overview.mp4 96.3 MB
~Get Your Files Here !/7. Dependent (Paired) Sample t-test/1. Dependent or Paired Sample t-test Overview.mp4 49.7 MB
~Get Your Files Here !/8. Correlation Analysis/1. Pearson Correlation Analysis Overview.mp4 49.0 MB
~Get Your Files Here !/3. Understanding Inferential Statistics/1. Intro to Inferential Statistics.mp4 48.6 MB
~Get Your Files Here !/11. One Way Analysis of Variance/3. Interpret the Results of One Way Analysis of Variance Test.mp4 47.1 MB
~Get Your Files Here !/6. Independent Sample t-test/1. Independent Sample t-test Overview.mp4 43.5 MB
~Get Your Files Here !/1. Introduction/4. Common Terms in Statistics.mp4 42.3 MB
~Get Your Files Here !/5. One Sample t-test/1. One Sample t-test Overview.mp4 42.2 MB
~Get Your Files Here !/4. Chi Square Test of Independence/2. Running the Test.mp4 41.7 MB
~Get Your Files Here !/11. One Way Analysis of Variance/2. Running the Test.mp4 38.6 MB
~Get Your Files Here !/1. Introduction/2. Introduction to Statistics.mp4 37.0 MB
~Get Your Files Here !/10. Multiple Linear Regression Analysis/3. Interpret the Results of Multiple Linear Regression Analysis.mp4 36.3 MB
~Get Your Files Here !/5. One Sample t-test/3. Interpret the Results of One Sample t-test.mp4 36.2 MB
~Get Your Files Here !/6. Independent Sample t-test/2. Running the Test.mp4 32.3 MB
~Get Your Files Here !/9. Simple Linear Regression Analysis/3. Interpret the Results of Simple Linear Regression Analysis.mp4 32.2 MB
~Get Your Files Here !/9. Simple Linear Regression Analysis/2. Running the Test.mp4 31.8 MB
~Get Your Files Here !/4. Chi Square Test of Independence/1. Chi Square Test of Independence Overview.mp4 31.5 MB
~Get Your Files Here !/1. Introduction/1. Welcome to the Course.mp4 26.2 MB

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【安装包】 IBM SPSS Statistics 27.0.1 IF026

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IBM SPSS Statistics 27.0.1 IF026.msi 629.1 MB
IF026 Update/JRE/lib/rt.jar 64.0 MB
IF026 Update/JRE/bin/default/j9jit29.dll 9.1 MB
IF026 Update/JRE/lib/ext/cldrdata.jar 3.9 MB
IF026 Update/JRE/bin/default/j9gc29.dll 3.7 MB
IF026 Update/JRE/bin/default/j9gc_full29.dll 3.7 MB
IF026 Update/JRE/lib/resources.jar 3.5 MB
IF026 Update/JRE/bin/libcrypto-1_1-x64.dll 3.3 MB
IF026 Update/JRE/lib/charsets.jar 3.1 MB
IF026 Update/JRE/lib/ext/nashorn.jar 2.0 MB
IF026 Update/JRE/bin/default/j9vm29.dll 2.0 MB
IF026 Update/JRE/lib/jsse.jar 1.9 MB
IF026 Update/JRE/bin/awt.dll 1.5 MB
IF026 Update/JRE/lib/ext/localedata.jar 1.2 MB
IF026 Update/JRE/lib/J9TraceFormat.dat 1.0 MB
IF026 Update/JRE/bin/msvcr120.dll 956.0 kB
IF026 Update/JRE/lib/ext/dtfj.jar 826.4 kB
IF026 Update/JRE/bin/default/j9ddr.dat 812.8 kB
IF026 Update/JRE/bin/default/j9vrb29.dll 765.1 kB
IF026 Update/JRE/bin/default/j9vrb_full29.dll 764.0 kB

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【影视】 [FreeCourseSite.com] Udemy - Become a Probability & Statistics Master

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1 - Getting started/1 - What well learn in this course.mp4 118.3 MB
1 - Getting started/4 - Become-a-Probability-Statistics-Master.zip 113.0 MB
9 - Regression/143 - Chisquare tests.mp4 85.5 MB
7 - Sampling/97 - Sampling distribution of the sample mean.mp4 85.2 MB
2 - Visualizing data/10 - Bar graphs and pie charts.mp4 76.4 MB
4 - Data distributions/48 - Normal distributions and zscores.mp4 74.5 MB
8 - Hypothesis testing/120 - The pvalue and rejecting the null.mp4 64.3 MB
8 - Hypothesis testing/118 - Test statistics for one and twotailed tests.mp4 64.2 MB
7 - Sampling/107 - Confidence interval for the mean.mp4 58.0 MB
9 - Regression/139 - Correlation coefficient and the residual.mp4 57.6 MB
5 - Probability/63 - The addition rule and union vs intersection.mp4 56.9 MB
5 - Probability/67 - Bayes Theorem.mp4 54.1 MB
8 - Hypothesis testing/124 - Confidence interval for the difference of means.mp4 51.1 MB
5 - Probability/65 - Independent and dependent events and conditional probability.mp4 50.8 MB
2 - Visualizing data/16 - Venn diagrams.mp4 48.4 MB
8 - Hypothesis testing/132 - Hypothesis testing for the difference of proportions.mp4 47.9 MB
8 - Hypothesis testing/126 - Hypothesis testing for the difference of means.mp4 47.6 MB
9 - Regression/141 - Coefficient of determination and RMSE.mp4 47.5 MB
4 - Data distributions/54 - Correlation coefficient.mp4 46.8 MB
8 - Hypothesis testing/128 - Matchedpair hypothesis testing.mp4 46.7 MB

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【安装包】 IBM SPSS Statistics 20 - x86

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【文档书籍】 Baron M. Probability and Statistics for Computer Scientists 3ed 2019

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Beaver R. Introduction to Probability and Statistics 15ed 2020.pdf 175.5 MB
Mendenhall W. A Second Course in Statistics. Regr. Analysis 8ed 2020.pdf 147.3 MB
Ross S. Introd. to Probability and Stat. for Engineers and Scientists 5ed 2014.pdf 68.1 MB
Johnson R., Kuby P. Elementary Statistics 11ed 2012.pdf 62.0 MB
Beaver R. Introduction to Probability and Statistics 14ed 2012.pdf 47.9 MB
Beaver R. Introduction to Probability and Statistics. Metric Ver 15ed 2020.pdf 41.2 MB
Mendenhall W. Statistics for Engineering and the Sciences 6ed 2016.pdf 39.8 MB
Devore J. Applied Statistics for Engineers and Scientists 3ed 2013.pdf 32.4 MB
Mendenhall W. A Second Course in Statistics. Regr. Analysis 7ed 2012.pdf 15.7 MB
Baron M. Probability and Statistics for Computer Scientists 2ed 2014.pdf 15.3 MB
Devore J. Probability and Statistics for Engineering and the Sciences 9ed 2016.pdf 15.3 MB
Walpole R. Probability and Statistics for Engineers and Scientists Gl. 9ed 2016.pdf 9.0 MB
Baron M. Probability and Statistics for Computer Scientists 3ed 2019.pdf 8.4 MB
Ross S. Introd. to Probability and Stat. for Engineers and Scientists 6ed 2021.pdf 8.4 MB
DeGroot M., Schervish M. Probability and Statistics 4ed 2011.pdf 6.4 MB
Walpole R. Probability and Statistics for Engineers and Scientists 9ed 2016.pdf 6.3 MB
Johnson R. Miller & Freund's Probability and Statistics for Engineers 9ed 2018.pdf 4.7 MB
Walpole R. Essentials of Probability & Statistics for Engineers & Scientists 2013.pdf 3.3 MB
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【影视】 [FreeCourseSite.com] Udemy - Complete Math, Statistics & Probability for Machine Learning

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16. Linear Algebra - Matrices (Updated)/5. Different Types of Matrices - Part II.mp4 420.1 MB
1. Set Theory (Updated)/33. Number System.mp4 378.5 MB
1. Set Theory (Updated)/72. Venn Diagram - Two Sets Relationships.mp4 351.3 MB
11. Bayes' Theorem (Updated)/7. Bayes. Theorem - Exercise and Solution 1.mp4 342.2 MB
2. Combinatorics (Updated)/5. Permutation vs Combination - Many Examples.mp4 325.1 MB
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17. Linear Algebra - Determinant (Updated)/1. Understanding Determinant and Minor.mp4 238.8 MB
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