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Probability and Statistics for Machine Learning

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File Name
Size
[TutsNode.com] - Probability and Statistics for Machine Learning/81-10.6 Categorical 'Dummy' Features.mp4
634 MB
TutsNode.com.txt
61 B
.pad/0
223 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/42-5.3 The Central Limit Theorem.mp4
593 MB
.pad/1
1.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/65-8.3 Paired t-tests.mp4
584 MB
.pad/2
14 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/88-11.4 Bayes' Theorem.mp4
569 MB
.pad/3
1.0 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/60-7.5 p-values.mp4
563 MB
.pad/4
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/78-10.3 Fitting a Line to Points on a Cartesian Plane.mp4
538 MB
.pad/5
1.7 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/29-3.9 Covariance, a Measure of Relatedness.mp4
526 MB
.pad/6
149 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/09-1.7 The Law of Large Numbers and the Gambler's Fallacy.mp4
518 MB
.pad/7
172 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/63-8.1 Single-Sample t-tests and Degrees of Freedom.mp4
478 MB
.pad/8
446 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/64-8.2 Independent t-tests.mp4
475 MB
.pad/9
710 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/26-3.6 Variance, a Measure of Dispersion.mp4
468 MB
.pad/10
201 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/82-10.7 Logistic Regression to Predict Categories.mp4
459 MB
.pad/11
1.2 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/57-7.2 Review of Essential Probability Theory.mp4
451 MB
.pad/12
1.4 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/80-10.5 Ordinary Least Squares.mp4
449 MB
.pad/13
740 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/58-7.3 z-scores and Outliers.mp4
411 MB
.pad/14
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/68-8.6 Confidence Intervals.mp4
382 MB
.pad/15
1.8 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/41-5.2 Gaussian - Normal and Standard Normal.mp4
376 MB
.pad/16
22 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/30-3.10. Correlation.mp4
376 MB
.pad/17
399 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/25-3.5 Box-and-Whisker Plots.mp4
367 MB
.pad/18
579 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/56-7.1 Applications of Statistics to Machine Learning.mp4
358 MB
.pad/19
137 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/11-1.9 Bayesian versus Frequentist Statistics.mp4
356 MB
.pad/20
408 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/21-3.1 The Mean, a Measure of Central Tendency.mp4
352 MB
.pad/21
544 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/08-1.6 Exercises.mp4
351 MB
.pad/22
1.4 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/35-4.4 Exercises.mp4
348 MB
.pad/23
90 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/45-5.6 Binomial and Multinomial.mp4
341 MB
.pad/24
727 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/24-3.4 Quantiles - Percentiles, Quartiles, and Deciles.mp4
334 MB
.pad/25
2.0 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/53-6.3 Shannon and Differential Entropy.mp4
314 MB
.pad/26
1.9 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/66-8.4 Applications to Machine Learning.mp4
302 MB
.pad/27
1.5 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/73-9.3 Correlation versus Causation.mp4
270 MB
.pad/28
1.5 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/06-1.4 Multiple Observations.mp4
269 MB
.pad/29
850 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/23-3.3 Modes.mp4
266 MB
.pad/30
1.8 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/19-2.6 Exercises on Expected Value.mp4
264 MB
.pad/31
1.9 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/71-9.1 The Pearson Correlation Coefficient.mp4
261 MB
.pad/32
1.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/12-1.10 Applications of Probability to Machine Learning.mp4
258 MB
.pad/33
1.7 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/54-6.4 Kullback-Leibler Divergence and Cross-Entropy.mp4
247 MB
.pad/34
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/07-1.5 Factorials and Combinatorics.mp4
246 MB
.pad/35
454 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/67-8.5 Exercises.mp4
245 MB
.pad/36
1.0 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/01-Probability and Statistics for Machine Learning - Introduction.mp4
240 MB
.pad/37
351 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/28-3.8 Standard Error.mp4
235 MB
.pad/38
1.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/59-7.4 Exercises on z-scores.mp4
232 MB
.pad/39
389 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/61-7.6 Exercises on p-values.mp4
232 MB
.pad/40
486 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/05-1.3 Events and Sample Spaces.mp4
229 MB
.pad/41
922 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/85-11.1 Machine Learning versus Frequentist Statistics.mp4
227 MB
.pad/42
883 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/77-10.2 Linear Regression to Predict Continuous Values.mp4
221 MB
.pad/43
1.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/10-1.8 Probability Distributions in Statistics.mp4
211 MB
.pad/44
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/74-9.4 Correcting for Multiple Comparisons.mp4
210 MB
.pad/45
332 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/04-1.2 What Probability Theory Is.mp4
204 MB
.pad/46
2.0 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/44-5.5 Exponential and Laplace.mp4
191 MB
.pad/47
826 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/79-10.4 Linear Least Squares Exercise.mp4
177 MB
.pad/48
858 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/52-6.2 Self-Information, Nats, and Bits.mp4
172 MB
.pad/49
184 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/87-11.3 Prior Probabilities.mp4
167 MB
.pad/50
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/69-8.7 ANOVA - Analysis of Variance.mp4
165 MB
.pad/51
1.0 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/83-10.8 Open-Ended Exercises.mp4
164 MB
.pad/52
98 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/34-4.3 Conditional Probability.mp4
163 MB
.pad/53
992 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/46-5.7 Poisson.mp4
158 MB
.pad/54
1.5 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/27-3.7 Standard Deviation.mp4
156 MB
.pad/55
525 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/18-2.5 Expected Value.mp4
151 MB
.pad/56
1.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/47-5.8 Mixture Distributions.mp4
151 MB
.pad/57
1.2 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/17-2.4 Exercises on Probability Functions.mp4
148 MB
.pad/58
425 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/33-4.2 Marginal Probability.mp4
147 MB
.pad/59
1.2 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/72-9.2 R-squared Coefficient of Determination.mp4
145 MB
.pad/60
1.4 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/38-4.7 Conditional Independence.mp4
139 MB
.pad/61
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/15-2.2 Probability Mass Functions.mp4
132 MB
.pad/62
1.7 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/40-5.1 Uniform.mp4
130 MB
.pad/63
1.9 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/48-5.9 Preprocessing Data for Model Input.mp4
125 MB
.pad/64
1.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/43-5.4 Log-Normal.mp4
113 MB
.pad/65
723 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/14-2.1 Discrete and Continuous Variables.mp4
112 MB
.pad/66
1.7 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/36-4.5 Chain Rule of Probabilities.mp4
112 MB
.pad/67
1.7 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/22-3.2 Medians.mp4
111 MB
.pad/68
731 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/76-10.1 Independent versus Dependent Variables.mp4
106 MB
.pad/69
454 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/16-2.3 Probability Density Functions.mp4
105 MB
.pad/70
1.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/37-4.6 Independent Random Variables.mp4
101 MB
.pad/71
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/03-1.1 Orientation to the Machine Learning Foundations Series.mp4
98 MB
.pad/72
250 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/32-4.1 Joint Probability Distribution.mp4
89 MB
.pad/73
840 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/89-11.5 Resources for Further Study of Probability and Statistics.mp4
75 MB
.pad/74
806 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/90-Probability and Statistics for Machine Learning - Summary.mp4
74 MB
.pad/75
338 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/86-11.2 When to Use Bayesian Statistics.mp4
71 MB
.pad/76
1.4 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/75-Topics.mp4
50 MB
.pad/77
1.6 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/49-5.10 Exercises.mp4
48 MB
.pad/78
1.5 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/39-Topics.mp4
47 MB
.pad/79
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/02-Topics.mp4
41 MB
.pad/80
1.2 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/84-Topics.mp4
40 MB
.pad/81
447 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/51-6.1 What Information Theory Is.mp4
40 MB
.pad/82
474 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/62-Topics.mp4
39 MB
.pad/83
1.1 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/13-Topics.mp4
39 MB
.pad/84
1.2 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/55-Topics.mp4
39 MB
.pad/85
1.3 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/70-Topics.mp4
33 MB
.pad/86
634 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/50-Topics.mp4
30 MB
.pad/87
1.6 MB
[TutsNode.com] - Probability and Statistics for Machine Learning/20-Topics.mp4
23 MB
.pad/88
748 kB
[TutsNode.com] - Probability and Statistics for Machine Learning/31-Topics.mp4
22 MB