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【影视】 [CourseClub.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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【影视】 [ CourseBoat.com ] Udemy - 2022 Probability & Statistics for Machine Learning

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~Get Your Files Here !/8. Tons of Exercises & Solutions/14. Exercise & Solution 14.mp4 50.5 MB
~Get Your Files Here !/28. Statistics - Variable Dependent- Independent - Moderating - Ordinal/4. Dependent, Independent, Control Moderating and Mediating Variables.mp4 49.1 MB
~Get Your Files Here !/1. Set Theory/12. 7 Laws of Set Idempotent, Associate, Communicative, Distributive, De-Morgan....mp4 41.8 MB
~Get Your Files Here !/1. Set Theory/11. Set Operations Union, Intersection, Compliment, Disjoint and Non Disjoint Sets.mp4 41.1 MB
~Get Your Files Here !/8. Tons of Exercises & Solutions/13. Exercise & Solution 13.mp4 38.9 MB
~Get Your Files Here !/9. Binomial Distribution, Poisson Distribution, Normal Distribution, T-Distribution/4. Exercise & Solution 2.mp4 38.8 MB
~Get Your Files Here !/13. Bayes' Theorem, Total Probability and Depend Events - Decision Tree/1. Decision Tree of Probability.mp4 36.4 MB
~Get Your Files Here !/28. Statistics - Variable Dependent- Independent - Moderating - Ordinal/3. Types of Variable Explained.mp4 35.6 MB
~Get Your Files Here !/11. Theorem of Total Probability/1. Theorem of Total Probability.mp4 34.9 MB
~Get Your Files Here !/9. Binomial Distribution, Poisson Distribution, Normal Distribution, T-Distribution/9. Exercise & Solution 6.mp4 34.1 MB
~Get Your Files Here !/1. Set Theory/19. General Number Sets.mp4 31.5 MB
~Get Your Files Here !/1. Set Theory/4. Proper vs Improper Subset.mp4 30.3 MB
~Get Your Files Here !/9. Binomial Distribution, Poisson Distribution, Normal Distribution, T-Distribution/12. Exercise & Solution 7.mp4 30.1 MB
~Get Your Files Here !/30. Statistics - Regression & Collinearity/1. Regression - Linear, Multiple Regression....mp4 29.8 MB
~Get Your Files Here !/9. Binomial Distribution, Poisson Distribution, Normal Distribution, T-Distribution/3. Exercise & Solution 1.mp4 28.0 MB
~Get Your Files Here !/1. Set Theory/17. Range and Domain Sets.mp4 27.9 MB
~Get Your Files Here !/12. Bayes' Theorem/1. Bayes' Theorem.mp4 27.1 MB
~Get Your Files Here !/18. Statistics - Properties of Mean/1. Basic Properties of Mean.mp4 24.8 MB
~Get Your Files Here !/27. Statistics - Variance & Standard Deviation/12. Question and Answer 10.mp4 23.6 MB
~Get Your Files Here !/31. Extra Lectures - Matrices/1. Introduction to Matrix.mp4 23.4 MB

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

收录时间:2023-12-22 文档个数:34 文档大小:8.5 GB 最近下载:2025-05-16 人气:8320 磁力链接

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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【影视】 [ DevCourseWeb.com ] Udemy - Probability - Stats - The Foundations Of Machine Learning

收录时间:2023-12-21 文档个数:154 文档大小:2.6 GB 最近下载:2025-05-16 人气:2636 磁力链接

~Get Your Files Here !/1 - Diving in with code/1 - Code env setup and Python crash course.mp4 172.6 MB
~Get Your Files Here !/5 - Random Variables Rationale and Applications/26 - Case study sleep analysis structure and code.mp4 171.4 MB
~Get Your Files Here !/1 - Diving in with code/3 - Foundations data types and representing data.mp4 152.1 MB
~Get Your Files Here !/7 - Applications to the Real World/33 - Applying entropy coding decision trees for machine learning.mp4 148.4 MB
~Get Your Files Here !/1 - Diving in with code/5 - Exploring data types in code.mp4 146.7 MB
~Get Your Files Here !/3 - Applications and Rules for Probability/12 - Simulating coin flips for probability.mp4 131.0 MB
~Get Your Files Here !/3 - Applications and Rules for Probability/16 - Spam detection implementation issues.mp4 130.3 MB
~Get Your Files Here !/1 - Diving in with code/6 - Central tendency mean median mode.mp4 124.3 MB
~Get Your Files Here !/5 - Random Variables Rationale and Applications/22 - Distributions rationale and importance.mp4 121.8 MB
~Get Your Files Here !/3 - Applications and Rules for Probability/13 - Conditional probability the most important concept in stats.mp4 119.0 MB
~Get Your Files Here !/4 - Counting/18 - Rules for counting Mostly optional.mp4 98.4 MB
~Get Your Files Here !/5 - Random Variables Rationale and Applications/24 - Continuous distributions probability densities.mp4 92.1 MB
~Get Your Files Here !/6 - Visualization in Intuition Building/28 - Visualizing joint distributions the road to ML success.mp4 91.4 MB
~Get Your Files Here !/7 - Applications to the Real World/32 - Entropy The most important application of expected values.mp4 90.7 MB
~Get Your Files Here !/1 - Diving in with code/2 - Getting started with code Feel of data.mp4 88.5 MB
~Get Your Files Here !/2 - Measures of Spread/9 - Dispersion exploration through code.mp4 69.1 MB
~Get Your Files Here !/3 - Applications and Rules for Probability/15 - Application of Bayes rule in real world Spam detection.mp4 64.4 MB
~Get Your Files Here !/6 - Visualization in Intuition Building/29 - Dependence and variance of two random variables.mp4 64.1 MB
~Get Your Files Here !/7 - Applications to the Real World/35 - Bayesian inference code through PyMC3.mp4 60.7 MB
~Get Your Files Here !/3 - Applications and Rules for Probability/11 - Intro to uncertainty probability intuition.mp4 60.3 MB

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

收录时间:2023-12-20 文档个数:32 文档大小:6.9 GB 最近下载:2024-11-07 人气:35 磁力链接

21. probability1.mp4 415.8 MB
23. Probability3.mp4 400.0 MB
16. Stats14.mp4 399.0 MB
19. Stats17.mp4 396.7 MB
26. Probability6.mp4 331.9 MB
32. Probability12.mp4 327.1 MB
2. Stats1.mp4 310.8 MB
22. probability2.mp4 302.5 MB
29. Probability9.mp4 297.1 MB
24. Probability4.mp4 294.8 MB
3. Stats2.mp4 252.4 MB
27. Probability7.mp4 249.0 MB
30. Probability10.mp4 234.5 MB
7. Stats6.mp4 220.4 MB
17. Stats15.mp4 218.5 MB
25. Probability5.mp4 218.2 MB
6. Stats5.mp4 205.7 MB
13. Stats11.mp4 201.8 MB
8. Stats7.mp4 187.3 MB
18. Stats16.mp4 166.0 MB

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

收录时间:2023-12-18 文档个数:1366 文档大小:2.8 GB 最近下载:2025-05-15 人气:4545 磁力链接

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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【影视】 [FreeCourseSite.com] Udemy - Complete Math, Statistics & Probability for Machine Learning

收录时间:2023-12-18 文档个数:1457 文档大小:25.1 GB 最近下载:2025-05-15 人气:11164 磁力链接

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
10. Probability - Decision Tree (Updated)/1. Decision Tree - Introduction.mp4 317.5 MB
1. Set Theory (Updated)/76. Venn Diagram - Four Sets By Example.mp4 281.0 MB
9. Theorem of Total Probability (Updated)/1. Understand the Theorem of Total Probability.mp4 259.2 MB
16. Linear Algebra - Matrices (Updated)/10. Multiplication of Matrices - Two Matrices.mp4 256.7 MB
16. Linear Algebra - Matrices (Updated)/3. Different Types of Matrices - Part I.mp4 240.2 MB
17. Linear Algebra - Determinant (Updated)/1. Understanding Determinant and Minor.mp4 238.8 MB
1. Set Theory (Updated)/74. Venn Diagram - Three Sets.mp4 210.1 MB
11. Bayes' Theorem (Updated)/1. Bayes' Theorem.mp4 191.8 MB
1. Set Theory (Updated)/41. Principle of Extensionality.mp4 189.1 MB
16. Linear Algebra - Matrices (Updated)/2. Introduction to Matrix.mp4 186.9 MB
2. Combinatorics (Updated)/37. Combination - Exercise & Solution 5.mp4 182.3 MB
1. Set Theory (Updated)/38. Exercises - Cardinality.mp4 182.2 MB
1. Set Theory (Updated)/93. Text Classification and Sentient Analysis - Using Set Theory.mp4 173.4 MB
1. Set Theory (Updated)/71. Venn Diagram - Introduction.mp4 166.0 MB
15. Hypergeometric Distribution (New)/2. Hypergeometric Distribution - formula.mp4 160.0 MB

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【影视】 [ TutSala.com ] Udemy - Applied Mathematics - Probability and Statistics

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~Get Your Files Here !/3. Numericals (level 1 level 2 level 3)/14. Numericals on Probability Level - 3 Solved Questions - 10.mp4 471.3 MB
~Get Your Files Here !/3. Numericals (level 1 level 2 level 3)/13. Numericals on Probability Level - 2 Solved Questions - 9.mp4 405.6 MB
~Get Your Files Here !/2. Statistics/4. Standard Deviation Part - 2.mp4 217.8 MB
~Get Your Files Here !/1. Probability/6. Brief Description About Die.mp4 207.6 MB
~Get Your Files Here !/2. Statistics/7. Solved Example for Standard Deviation.mp4 206.8 MB
~Get Your Files Here !/2. Statistics/2. Formula for Mean.mp4 185.2 MB
~Get Your Files Here !/2. Statistics/6. Quartile and Quartile Deviation.mp4 182.0 MB
~Get Your Files Here !/2. Statistics/3. Standard Deviation Part - 1.mp4 178.4 MB
~Get Your Files Here !/2. Statistics/8. Median.mp4 177.6 MB
~Get Your Files Here !/1. Probability/1. Introduction.mp4 169.9 MB
~Get Your Files Here !/1. Probability/4. Types of Events.mp4 155.4 MB
~Get Your Files Here !/1. Probability/7. Brief Description About Cards.mp4 147.9 MB
~Get Your Files Here !/1. Probability/8. Addition Theorem of Probability Part - 1.mp4 137.4 MB
~Get Your Files Here !/2. Statistics/5. Deciles and Percentiles.mp4 129.8 MB
~Get Your Files Here !/2. Statistics/1. Types of Data.mp4 126.6 MB
~Get Your Files Here !/1. Probability/5. Brief Description About Coin.mp4 122.8 MB
~Get Your Files Here !/1. Probability/3. Basic Concepts.mp4 119.5 MB
~Get Your Files Here !/2. Statistics/9. Example for Median.mp4 104.6 MB
~Get Your Files Here !/3. Numericals (level 1 level 2 level 3)/2. Numericals on Probability (Level - 1) Question - 2.mp4 92.1 MB
~Get Your Files Here !/1. Probability/2. Definition of Probability.mp4 81.9 MB

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【影视】 365 Data Science - Probability [CoursesGhar]

收录时间:2023-12-17 文档个数:52 文档大小:1.7 GB 最近下载:2025-05-13 人气:1074 磁力链接

2. Combinatorics [CoursesGhar.Com]/11. Combinatorics - Practical Example.mp4 259.1 MB
5. Probability in Other Fields [CoursesGhar.Com]/1. Probability in Finance.mp4 192.8 MB
5. Probability in Other Fields [CoursesGhar.Com]/2. Probability in Statistics.mp4 151.3 MB
5. Probability in Other Fields [CoursesGhar.Com]/3. Probability in Data Science.mp4 132.6 MB
4. Probability Distributions [CoursesGhar.Com]/14. Logistic Distributions.mp4 91.3 MB
4. Probability Distributions [CoursesGhar.Com]/9. Normal Distributions.mp4 87.4 MB
4. Probability Distributions [CoursesGhar.Com]/15. Probability Distributions - A Practical Example.mp4 76.4 MB
4. Probability Distributions [CoursesGhar.Com]/13. Exponential Distributions.mp4 71.8 MB
3. Bayesian Inference [CoursesGhar.Com]/12. Bayesian - Practical Example.mp4 47.4 MB
1. The Basics of Probability [CoursesGhar.Com]/2. Computing Expected Values.mp4 27.5 MB
1. The Basics of Probability [CoursesGhar.Com]/1. What is the probability formula.mp4 25.5 MB
4. Probability Distributions [CoursesGhar.Com]/2. Types of Distributions.mp4 25.5 MB
3. Bayesian Inference [CoursesGhar.Com]/11. Bayes Rule.mp4 22.0 MB
4. Probability Distributions [CoursesGhar.Com]/8. Continuous Distributions.mp4 21.1 MB
4. Probability Distributions [CoursesGhar.Com]/1. An overview of distributions.mp4 20.5 MB
3. Bayesian Inference [CoursesGhar.Com]/4. The Union of Two Sets.mp4 20.3 MB
4. Probability Distributions [CoursesGhar.Com]/6. Binomial Distributions.mp4 20.3 MB
2. Combinatorics [CoursesGhar.Com]/6. Computing Combinations.mp4 19.6 MB
1. The Basics of Probability [CoursesGhar.Com]/3. The Probability Frequency Distribution.mp4 19.5 MB
1. The Basics of Probability [CoursesGhar.Com]/4. Complements.mp4 18.5 MB

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【影视】 [Tutorialsplanet.NET] Udemy - Probability and Statistics for Business and Data Science

收录时间:2022-03-19 文档个数:149 文档大小:1.9 GB 最近下载:2025-05-15 人气:652 磁力链接

4/6. Poisson Distribution.mp4 101.8 MB
4/10. Normal Distribution - Formulas and Z Scores.mp4 84.5 MB
5. Statistics/2. Sampling.mp4 78.0 MB
5. Statistics/13. Student's T Distribution Example Exercise.mp4 73.0 MB
5. Statistics/6. Hypothesis Testing.mp4 69.6 MB
3/12. Bayes Theorem.mp4 67.0 MB
2/2. Measuring Data.mp4 63.3 MB
4/4. Binomial Distribution.mp4 63.0 MB
7. Regression/1. Linear Regression.mp4 61.4 MB
5. Statistics/12. Student's T Distribution.mp4 59.2 MB
7. Regression/3. Multiple Regression.mp4 58.5 MB
6. Analysis of Variance (ANOVA)/6. Two Way ANOVA with Replication.mp4 55.5 MB
2/10. Bi-variate Data and Covariance.mp4 52.6 MB
6. Analysis of Variance (ANOVA)/4. Two Way ANOVA Overview.mp4 52.3 MB
2/1. What is Data.mp4 49.6 MB
8. Chi-Square Analysis/1. Chi-Square Analysis.mp4 48.6 MB
5. Statistics/5. Standard Error.mp4 48.4 MB
6. Analysis of Variance (ANOVA)/2. ANOVA - Analysis of Variance.mp4 44.9 MB
3/2. Permutations.mp4 42.8 MB
8. Chi-Square Analysis/2. Chi Squared Analysis - Exercise Example.mp4 40.7 MB

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【影视】 Probability and Statistics for Machine Learning

收录时间:2022-02-18 文档个数:180 文档大小:22.4 GB 最近下载:2025-05-15 人气:4216 磁力链接

[TutsNode.com] - Probability and Statistics for Machine Learning/81-10.6 Categorical 'Dummy' Features.mp4 664.6 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/42-5.3 The Central Limit Theorem.mp4 621.7 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/65-8.3 Paired t-tests.mp4 612.4 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/88-11.4 Bayes' Theorem.mp4 596.6 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/60-7.5 p-values.mp4 590.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/78-10.3 Fitting a Line to Points on a Cartesian Plane.mp4 564.4 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/29-3.9 Covariance, a Measure of Relatedness.mp4 551.4 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/09-1.7 The Law of Large Numbers and the Gambler's Fallacy.mp4 543.0 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/63-8.1 Single-Sample t-tests and Degrees of Freedom.mp4 500.8 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/64-8.2 Independent t-tests.mp4 498.4 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/26-3.6 Variance, a Measure of Dispersion.mp4 490.5 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/82-10.7 Logistic Regression to Predict Categories.mp4 481.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/57-7.2 Review of Essential Probability Theory.mp4 472.5 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/80-10.5 Ordinary Least Squares.mp4 471.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/58-7.3 z-scores and Outliers.mp4 430.7 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/68-8.6 Confidence Intervals.mp4 400.8 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/41-5.2 Gaussian - Normal and Standard Normal.mp4 394.2 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/30-3.10. Correlation.mp4 393.9 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/25-3.5 Box-and-Whisker Plots.mp4 385.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/56-7.1 Applications of Statistics to Machine Learning.mp4 375.2 MB

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【影视】 [ CourseHulu.com ] Udemy - Become a Probability and Statistics Master

收录时间:2022-02-14 文档个数:1244 文档大小:2.3 GB 最近下载:2025-05-16 人气:3995 磁力链接

~Get Your Files Here !/07 - Sampling/008 Sampling distribution of the sample mean.mp4 128.9 MB
~Get Your Files Here !/07 - Sampling/018 Confidence interval for the mean.mp4 90.8 MB
~Get Your Files Here !/05 - Probability/008 Independent and dependent events and conditional probability.mp4 80.8 MB
~Get Your Files Here !/03 - Analyzing data/006 Measures of spread.mp4 64.5 MB
~Get Your Files Here !/07 - Sampling/012 Sampling distribution of the sample proportion.mp4 63.3 MB
~Get Your Files Here !/09 - Regression/010 Chi-square tests.mp4 58.5 MB
~Get Your Files Here !/02 - Visualizing data/006 Bar graphs and pie charts.mp4 51.2 MB
~Get Your Files Here !/08 - Hypothesis testing/006 Significance level and type I and II errors.mp4 48.6 MB
~Get Your Files Here !/04 - Data distributions/010 Normal distributions and z-scores.mp4 47.8 MB
~Get Your Files Here !/08 - Hypothesis testing/008 Test statistics for one- and two-tailed tests.mp4 44.9 MB
~Get Your Files Here !/06 - Discrete random variables/018 Bernoulli random variables.mp4 43.8 MB
~Get Your Files Here !/09 - Regression/006 Correlation coefficient and the residual.mp4 41.6 MB
~Get Your Files Here !/05 - Probability/006 The addition rule, and union vs. intersection.mp4 40.0 MB
~Get Your Files Here !/02 - Visualizing data/022 Building histograms from data sets.mp4 38.8 MB
~Get Your Files Here !/08 - Hypothesis testing/014 Confidence interval for the difference of means.mp4 37.9 MB
~Get Your Files Here !/05 - Probability/010 Bayes' theorem.mp4 35.6 MB
~Get Your Files Here !/08 - Hypothesis testing/018 Matched-pair hypothesis testing.mp4 35.0 MB
~Get Your Files Here !/02 - Visualizing data/018 Joint distributions.mp4 34.7 MB
~Get Your Files Here !/02 - Visualizing data/012 Venn diagrams.mp4 33.9 MB
~Get Your Files Here !/08 - Hypothesis testing/016 Hypothesis testing for the difference of means.mp4 33.8 MB

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【影视】 [ TutPig.com ] Udemy - Probability Theory and Worked Out Examples

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~Get Your Files Here !/8. DISCRETE DISTRIBUTION FUNCTIONS/1. DISCRETE DISTRIBUTION FUNCTIONS LECTURE.mp4 157.1 MB
~Get Your Files Here !/6. BAYES FORMULA & INDEPENDENT EVENTS/1. BAYES FORMULA & INDEPENDENT EVENTS LECTURE.mp4 156.9 MB
~Get Your Files Here !/2. THE BASIC PRINCIPLE OF COUNTING AND PERMUTATIONS/1. THE BASIC PRINCIPLE OF COUNTING AND PERMUTATIONS LECTURE.mp4 156.1 MB
~Get Your Files Here !/4. AXIOMS OF PROBABILITY/1. AXIOMS OF PROBABILITY LECTURE.mp4 141.4 MB
~Get Your Files Here !/7. RANDOM VARIABLES & THEIR PROPERTIES/1. RANDOM VARIABLES & THEIR PROPERTIES LECTURE.mp4 139.5 MB
~Get Your Files Here !/3. COMBINATIONS AND MULTINOMIAL COEFFICIENTS/1. COMBINATIONS AND MULTINOMIAL COEFFICIENTS LECTURE.mp4 120.3 MB
~Get Your Files Here !/5. CONDITIONAL PROBABILITY/1. CONDITIONAL PROBABILITY LECTURE.mp4 68.7 MB
~Get Your Files Here !/1. INTRODUCTION/1. INTRODUCTION.mp4 39.9 MB
~Get Your Files Here !/9. CONTINUOUS DISTRIBUTION FUNCTIONS/1. CONTINUOUS DISTRIBUTION FUNCTIONS LECTURE.mp4 7.1 MB
~Get Your Files Here !/8. DISCRETE DISTRIBUTION FUNCTIONS/1. DISCRETE DISTRIBUTION FUNCTIONS LECTURE.srt 23.2 kB
~Get Your Files Here !/6. BAYES FORMULA & INDEPENDENT EVENTS/1. BAYES FORMULA & INDEPENDENT EVENTS LECTURE.srt 18.4 kB
~Get Your Files Here !/7. RANDOM VARIABLES & THEIR PROPERTIES/1. RANDOM VARIABLES & THEIR PROPERTIES LECTURE.srt 17.8 kB
~Get Your Files Here !/2. THE BASIC PRINCIPLE OF COUNTING AND PERMUTATIONS/1. THE BASIC PRINCIPLE OF COUNTING AND PERMUTATIONS LECTURE.srt 17.2 kB
~Get Your Files Here !/4. AXIOMS OF PROBABILITY/1. AXIOMS OF PROBABILITY LECTURE.srt 15.9 kB
~Get Your Files Here !/3. COMBINATIONS AND MULTINOMIAL COEFFICIENTS/1. COMBINATIONS AND MULTINOMIAL COEFFICIENTS LECTURE.srt 13.5 kB
~Get Your Files Here !/5. CONDITIONAL PROBABILITY/1. CONDITIONAL PROBABILITY LECTURE.srt 9.1 kB
~Get Your Files Here !/1. INTRODUCTION/1. INTRODUCTION.srt 4.8 kB
~Get Your Files Here !/9. CONTINUOUS DISTRIBUTION FUNCTIONS/1. CONTINUOUS DISTRIBUTION FUNCTIONS LECTURE.srt 720 Bytes
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 176 Bytes

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4. Distributions/29. Practical Example Distributions.mp4 165.1 MB
3. Bayesian Inference/22. Practical Example Bayesian Inference.mp4 152.0 MB
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1. Introduction to Probability/2. What is the probability formula.mp4 90.0 MB
4. Distributions/15. What is a Continuous Distribution.mp4 88.2 MB
5. Tie-ins to Other Fields/2. Tie-ins to Statistics.mp4 80.9 MB
1. Introduction to Probability/4. How to compute expected values.mp4 79.4 MB
4. Distributions/1. What is a probability distribution.mp4 76.9 MB
4. Distributions/11. What is the Binomial Distribution.mp4 72.2 MB
5. Tie-ins to Other Fields/3. Tie-ins to Data Science.mp4 66.5 MB
1. Introduction to Probability/6. What is a probability frequency distribution.mp4 64.6 MB
1. Introduction to Probability/8. What is a complement.mp4 62.0 MB
2. Combinatorics/11. What are combinations and how are they similar to variations.mp4 60.1 MB
3. Bayesian Inference/7. What is the union of sets A and B.mp4 60.0 MB
4. Distributions/13. What is the Poisson Distribution.mp4 58.5 MB
1. Introduction to Probability/1. What does the course cover.mp4 55.2 MB
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~Get Your Files Here !/07 - Exercise_ From 50% to 70% of good trade_/005 Computation for Bollinger bands strategy.mp4 125.6 MB
~Get Your Files Here !/07 - Exercise_ From 50% to 70% of good trade_/006 Compute conditional probability of increase.mp4 96.2 MB
~Get Your Files Here !/14 - BONUS 2_ Python for data science/004 Numpy_ Indexing _ slicing _ transformation.mp4 89.6 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/003 Type of object_ String.mp4 87.6 MB
~Get Your Files Here !/14 - BONUS 2_ Python for data science/006 Pandas_ Cleaning and selection.mp4 85.6 MB
~Get Your Files Here !/11 - Exercise_ You trading strategy really works or it's randomness_ _ Bonus/002 Student test_ practice.mp4 64.2 MB
~Get Your Files Here !/14 - BONUS 2_ Python for data science/002 Numpy_ Array.mp4 63.0 MB
~Get Your Files Here !/14 - BONUS 2_ Python for data science/003 Numpy_ Random.mp4 56.8 MB
~Get Your Files Here !/09 - Exercise_ Find the best stop loss & take profit _ Compute the VaR/003 Find the best stop loss & take profit.mp4 54.7 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/006 Type of object_ Tuple and list.mp4 52.3 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/007 Type of object_ Dictionary.mp4 49.0 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/009 Python structures_ If _ Elif _ Else.mp4 42.9 MB
~Get Your Files Here !/07 - Exercise_ From 50% to 70% of good trade_/004 Create Bollinger bands.mp4 41.1 MB
~Get Your Files Here !/02 - Descriptive statistics/005 Application_ compute mean Google return + Annualization of returns.mp4 39.7 MB
~Get Your Files Here !/02 - Descriptive statistics/015 Application_ Assets covariance.mp4 39.6 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/005 Type of object_ Variable assignment.mp4 38.8 MB
~Get Your Files Here !/11 - Exercise_ You trading strategy really works or it's randomness_ _ Bonus/003 AdFuller test_ practice.mp4 38.1 MB
~Get Your Files Here !/05 - Exercise_ Find the number of combinations between forex pairs/002 Correction exercise_ Find the number of combinations between forex pairs(1).mp4 38.1 MB
~Get Your Files Here !/06 - Probability/004 Union.mp4 36.5 MB
~Get Your Files Here !/13 - BONUS 1_ Python basics/012 Functions_ Basics of function.mp4 34.3 MB

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04 Data distributions/045 Normal distributions and z-scores.mp4 46.2 MB
08 Hypothesis testing/093 Confidence interval for a population mean.mp4 43.1 MB
02 Visualizing data/009 Bar graphs and pie charts.mp4 41.5 MB
05 Probability/052 The addition rule and union vs. intersection.mp4 41.0 MB
06 Discrete random variables/069 Binomial random variables.mp4 39.8 MB
05 Probability/056 Bayes theorem.mp4 35.5 MB
06 Discrete random variables/075 Geometric random variables.mp4 35.3 MB
05 Probability/054 Independent and dependent events and conditional probability.mp4 35.2 MB
07 Sampling/084 Sampling distribution of the sample proportion.mp4 33.6 MB
05 Probability/050 Simple probability.mp4 33.4 MB
07 Sampling/082 Sampling and bias.mp4 31.4 MB
07 Sampling/080 Types of studies.mp4 31.3 MB
06 Discrete random variables/065 Combinations of random variables.mp4 30.0 MB
04 Data distributions/039 Mean variance and standard deviation.mp4 29.8 MB
03 Analyzing data/032 Changing the data and outliers.mp4 29.7 MB
02 Visualizing data/015 Venn diagrams.mp4 28.8 MB
04 Data distributions/043 Symmetric and skewed distributions and outliers.mp4 28.6 MB
06 Discrete random variables/071 At least and at most and mean variance and standard deviation.mp4 26.8 MB
06 Discrete random variables/061 Discrete probability.mp4 24.8 MB
02 Visualizing data/011 Line graphs and ogives.mp4 24.7 MB

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09. Regression/13. Chi-square tests.mp4 134.0 MB
08. Hypothesis testing/10. Test statistics for one- and two-tailed tests.mp4 117.8 MB
09. Regression/7. Correlation coefficient and the residual.mp4 109.6 MB
07. Sampling/13. Sampling distribution of the sample proportion.mp4 103.6 MB
07. Sampling/16. Confidence interval for a population mean.mp4 97.4 MB
07. Sampling/10. Sampling distribution of the sample mean.mp4 97.1 MB
08. Hypothesis testing/13. The p-value and rejecting the null.mp4 94.9 MB
09. Regression/10. Coefficient of determination and root-mean-square error.mp4 90.0 MB
06. Discrete random variables/19. Poisson distributions.mp4 83.1 MB
07. Sampling/19. Confidence interval for a population proportion.mp4 68.3 MB
09. Regression/4. Scatterplots and regression.mp4 58.3 MB
08. Hypothesis testing/4. Inferential statistics and hypotheses.mp4 54.7 MB
04. Data distributions/13. Normal distributions and z-scores.mp4 46.2 MB
08. Hypothesis testing/16. Hypothesis testing for the population proportion.mp4 44.7 MB
02. Visualizing data/7. Bar graphs and pie charts.mp4 41.5 MB
05. Probability/7. The addition rule, and union vs. intersection.mp4 41.0 MB
06. Discrete random variables/16. Binomial random variables.mp4 39.8 MB
08. Hypothesis testing/7. Significance level and type I and II errors.mp4 38.5 MB
05. Probability/13. Bayes' theorem.mp4 35.5 MB
06. Discrete random variables/28. Geometric random variables.mp4 35.3 MB

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720p - Learning Statistics - Concepts and Applications in R (2017) h264/23. Prior Information And Bayesian Inference.mkv 265.6 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/22. Time Series Analysis.mkv 258.7 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/21. Spatial Statistics.mkv 238.0 MB
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480p - What Are the Chances - Probability Made Clear (2006) x265/01 Our Random World - Probability Defined.mkv 196.9 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/01. How To Summarize Data With Statistics.mkv 196.3 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/05 Probability Phenomena of Physics.mkv 196.0 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/09 Probability Surprises.mkv 195.9 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/17. Analysis Of Covariance And Multiple Anova.mkv 194.6 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/05. Continuous And Normal Distributions.mkv 193.3 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/18. Statistical Design Of Experiments.mkv 192.1 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/10. Interval Estimates And Confidence Intervals.mkv 182.4 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/20. Polynomial And Logistic Regression.mkv 181.5 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/15. Multiple Linear Regression.mkv 180.2 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/02 The Nature of Randomness.mkv 180.1 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/08. Sample Size And Sampling Distributions.mkv 175.6 MB
480p - What Are the Chances - Probability Made Clear (2006) x265/08 Probability Where We Dont Expect It.mkv 171.5 MB
720p - Learning Statistics - Concepts and Applications in R (2017) h264/09. Point Estimates And Standard Error.mkv 164.5 MB

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04 Distributions/023 Poisson Distribution.mp4 101.8 MB
04 Distributions/025 Normal Distribution - Formulas and Z Scores.mp4 84.5 MB
05 Statistics/029 Sampling.mp4 78.0 MB
05 Statistics/037 Students T Distribution Example Exercise.mp4 73.0 MB
05 Statistics/032 Hypothesis Testing.mp4 69.6 MB
03 Probability/018 Bayes Theorem.mp4 67.0 MB
02 Data/004 Measuring Data.mp4 63.3 MB
04 Distributions/022 Binomial Distribution.mp4 63.0 MB
07 Regression/046 Linear Regression.mp4 61.4 MB
05 Statistics/036 Students T Distribution.mp4 59.2 MB
07 Regression/048 Multiple Regression.mp4 58.5 MB
06 Analysis of Variance (ANOVA)/044 Two Way ANOVA with Replication.mp4 55.5 MB
02 Data/008 Bi-variate Data and Covariance.mp4 52.6 MB
06 Analysis of Variance (ANOVA)/042 Two Way ANOVA Overview.mp4 52.3 MB
02 Data/003 What is Data.mp4 49.6 MB
08 Chi-Square Analysis/050 Chi-Square Analysis.mp4 48.6 MB
05 Statistics/031 Standard Error.mp4 48.4 MB
06 Analysis of Variance (ANOVA)/040 ANOVA - Analysis of Variance.mp4 44.9 MB
03 Probability/012 Permutations.mp4 42.8 MB
08 Chi-Square Analysis/051 Chi Squared Analysis - Exercise Example.mp4 40.7 MB

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