Closed isfanafely closed 9 months ago
Thank you. I will now try to revitalize this topic and put your work on the YT. Wish me luck.
Thank you. Timestamps were added to the video, we will close this issue, when we get access rights to this GitHub repository.
We can now close the issue.
Video title : Julia for Data Science - Video 3: Statistics, by Dr. Huda Nassar (for JuliaAcademy.com) Video link : https://www.youtube.com/watch?v=AAGxWEJ_eWk&t=117s
00:00 Welcome 00:10 Load Packages and Dataset 01:50 Quick analysis of dataset 02:08 Scatter plot 03:01 Statistics Plots - Box plot 03:48 Statistics Plots - Histogram 05:20 Kernel density estimates 08:19 Probability Distributions - Normal distribution 09:14 Probability Distributions - Binomial distribution 09:46 Probability Distributions - Fit function 11:29 Hypothesis testing - OneSampleTTest 13:36 Hypothesis testing - scipy.stats 18:16 AUC and Confusion matrix