Recurrent neural network (RNN) - explained super simple
34:08
Recurrent neural network (RNN) - explained super simple
28 күн бұрын
Stochastic gradient descent (SGD) vs mini-batch GD | iterations vs epochs - Explained
20:00
Stochastic gradient descent (SGD) vs mini-batch GD | iterations vs epochs - Explained
Ай бұрын
How to compute a p value and extract a critical value in R
10:12
How to compute a p value and extract a critical value in R
2 ай бұрын
Multinomial logistic regression | softmax regression | explained
15:03
Multinomial logistic regression | softmax regression | explained
2 ай бұрын
Why we divide by n-1 when calculating the sample variance - the proof | unbiased estimator
20:21
Why we divide by n-1 when calculating the sample variance - the proof | unbiased estimator
3 ай бұрын
Expected value vs mean
12:27
Expected value vs mean
3 ай бұрын
Bootstrap confidence intervals - explained
13:24
Bootstrap confidence intervals - explained
3 ай бұрын
How to identify and deal with outliers | The 1.5 IQR rule | Boxplots
8:31
How to identify and deal with outliers | The 1.5 IQR rule | Boxplots
5 ай бұрын
Bayesian statistics - the basics
31:35
Bayesian statistics - the basics
6 ай бұрын
How to check normal distribution | The normality assumption
17:09
How to check normal distribution | The normality assumption
6 ай бұрын
PERMANOVA and permutation tests - explained
14:09
PERMANOVA and permutation tests - explained
7 ай бұрын
Statistical power - Parametric vs Nonparametric test
15:31
Statistical power - Parametric vs Nonparametric test
8 ай бұрын
Meta-analysis | The inverse variance method | Forest plot in R
11:41
Meta-analysis | The inverse variance method | Forest plot in R
8 ай бұрын
The Mantel-Haenszel method - clearly explained | deal with confounding
9:51
The Mantel-Haenszel method - clearly explained | deal with confounding
9 ай бұрын
Understanding the odds ratio (OR) and the rare disease assumption | OR = RR?
13:12
Understanding the odds ratio (OR) and the rare disease assumption | OR = RR?
9 ай бұрын
Relative risk - how to calculate and interpret | 95% CI
10:09
Relative risk - how to calculate and interpret | 95% CI
9 ай бұрын
Odds vs Probability - explained
5:27
Odds vs Probability - explained
9 ай бұрын
The SIR model | the math of epidemics - explained with a simple example
16:49
The SIR model | the math of epidemics - explained with a simple example
10 ай бұрын
Receptor ligand kinetics | mathematical modeling
26:20
Receptor ligand kinetics | mathematical modeling
10 ай бұрын
How to build a system of differential equations (ODEs)
13:08
How to build a system of differential equations (ODEs)
10 ай бұрын
How to select a multivariate analysis or machine learning method
31:17
How to select a multivariate analysis or machine learning method
11 ай бұрын
How to solve ordinary differential equations (ODEs) in R (deSolve)
9:44
How to solve ordinary differential equations (ODEs) in R (deSolve)
11 ай бұрын
Euler's method | Numerial methods
10:20
Euler's method | Numerial methods
11 ай бұрын
Understanding ordinary differential equations (ODE) - super simple example
11:10
Understanding ordinary differential equations (ODE) - super simple example
Жыл бұрын
The Cox proportional hazards model explained
13:36
The Cox proportional hazards model explained
Жыл бұрын
Comparing Kaplan-Meier curves - the Log-rank test
12:56
Comparing Kaplan-Meier curves - the Log-rank test
Жыл бұрын
Kaplan Meier curve - explained
19:29
Kaplan Meier curve - explained
Жыл бұрын
Nonlinear mixed effects models (NLME) - explained
12:48
Nonlinear mixed effects models (NLME) - explained
Жыл бұрын
Nonlinear regression - how to fit a logistic growth model to data
8:52
Nonlinear regression - how to fit a logistic growth model to data
Жыл бұрын
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