Stats & Analytics Primer

40 subscribers

24 videos

View on YouTube

Welcome to Stats & Analytics Primer! Here I share videos about Statistics, Data Analytics, and Machine Learning. I enjoy creating these videos and hope many ...

Latest Videos

How to Change the Probability Threshold for Unbalanced Data in Python.

How to Change the Probability Threshold for Unbalanced Data in Python.

Stats & Analytics Primer

20 views·1 week ago

Part 2 of Analysis of Observational Studies Matching Phase

Part 2 of Analysis of Observational Studies Matching Phase

Stats & Analytics Primer

21 views·3 weeks ago

Part 1 of Analysis of Observational Studies Exploratory Phase

Part 1 of Analysis of Observational Studies Exploratory Phase

Stats & Analytics Primer

18 views·1 month ago

Reuse Your Code! Importing Functions Across Google Colab Notebooks

Reuse Your Code! Importing Functions Across Google Colab Notebooks

Stats & Analytics Primer

22 views·1 month ago

Linear Learner for Machine Learning Regression Amazon SageMaker

Linear Learner for Machine Learning Regression Amazon SageMaker

Stats & Analytics Primer

29 views·1 month ago

The Issue with R Squared as a Regression Metric

The Issue with R Squared as a Regression Metric

Stats & Analytics Primer

16 views·2 months ago

XGBoost for Machine Learning Classification Amazon SageMaker

XGBoost for Machine Learning Classification Amazon SageMaker

Stats & Analytics Primer

69 views·4 months ago

Scatterplots with ggplot() from the tidyverse.

Scatterplots with ggplot() from the tidyverse.

Stats & Analytics Primer

111 views·5 months ago

Bar Charts with ggplot() from the tidyverse.

Bar Charts with ggplot() from the tidyverse.

Stats & Analytics Primer

30 views·5 months ago

Polynomial Regression Python Machine Learning with Scikit-Learn

Polynomial Regression Python Machine Learning with Scikit-Learn

Stats & Analytics Primer

157 views·6 months ago

Random Forest Regression Python Machine Learning with Scikit-Learn

Random Forest Regression Python Machine Learning with Scikit-Learn

Stats & Analytics Primer

99 views·6 months ago

Lasso Regression Explained Python Machine Learning with Scikit-Learn

Lasso Regression Explained Python Machine Learning with Scikit-Learn

Stats & Analytics Primer

86 views·7 months ago

Multiple Linear Regression in R Choosing Predictors with Best Subset Selection

Multiple Linear Regression in R Choosing Predictors with Best Subset Selection

Stats & Analytics Primer

53 views·7 months ago

Correlation Analysis in R

Correlation Analysis in R

Stats & Analytics Primer

73 views·8 months ago

Data Wrangling with the Tidyverse (video 4) splitting a column into two new ones using mutate().

Data Wrangling with the Tidyverse (video 4) splitting a column into two new ones using mutate().

Stats & Analytics Primer

30 views·8 months ago

Data Wrangling with the Tidyverse (video 3) mutate and case_when.

Data Wrangling with the Tidyverse (video 3) mutate and case_when.

Stats & Analytics Primer

31 views·8 months ago

Data Wrangling with the Tidyverse (video 2) mutate, if_else, and str_detect.

Data Wrangling with the Tidyverse (video 2) mutate, if_else, and str_detect.

Stats & Analytics Primer

46 views·8 months ago

Data Wrangling with the Tidyverse (video 1) filter, count, and mutate.

Data Wrangling with the Tidyverse (video 1) filter, count, and mutate.

Stats & Analytics Primer

36 views·9 months ago

Two-Way ANOVA in R – Post-Hoc - Significant Interaction

Two-Way ANOVA in R – Post-Hoc - Significant Interaction

Stats & Analytics Primer

219 views·9 months ago

Two-Way ANOVA in R – Post-Hoc - Non-Significant Interaction

Two-Way ANOVA in R – Post-Hoc - Non-Significant Interaction

Stats & Analytics Primer

38 views·9 months ago

Bonferroni Post Hoc Test in R – Understand the Logic

Bonferroni Post Hoc Test in R – Understand the Logic

Stats & Analytics Primer

53 views·9 months ago

Chi-Square Test of Independence in R

Chi-Square Test of Independence in R

Stats & Analytics Primer

42 views·10 months ago

Part 2 t-test in R – How to Test for Practical Significance

Part 2 t-test in R – How to Test for Practical Significance

Stats & Analytics Primer

25 views·10 months ago

Part 1 t-test in R – How to Test for Statistical Significance

Part 1 t-test in R – How to Test for Statistical Significance

Stats & Analytics Primer

57 views·10 months ago

Stats & Analytics Primer - NatokHD | NatokHD