Make Statistics CUTE Again
Courses
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Workshops
Discover our training workshops for companies and organizations.
Consulting
Consulting services and hands-on projects in the fields of statistics, data science, and machine learning.
Courses
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David RefaeliSimulation Based Inference (SBI)
In this mini-course we will look at Simulation Based Inference (SBI), also known as Approximate… -
David RefaeliNeural Networks with Python
Neural Networks (NN) have long been seen as mysterious and complex entities that are difficult… -
David RefaeliOther Materials
In this "course" I will put all the materials which are still not completed-enough to… -
David RefaeliGeneralized Linear Models with R
Generalized Linear Models (GLM's) are a parametric regression framework that encompasses many types of regressions:… -
David RefaeliVariational Inference with R
Variational Inference (also known as Variational Bayes) is a method to find an approximation to…
What they say about my videos
Make difficult statistics trivial
I’ve just watched two videos of yours and I am amazed with how you can make difficult statistical concepts sound so trivial. One of the best YouTube channels on statistics for sure!
Teacher of the year award
Jesus, man, those normal distribution drawings on the maximum likelihood line make you deserve the teacher of the year award.
Great intro to SBI
Thanks so much for making this series of videos, this is a great intro to SBI, also what a cute meerkat logo!!
Probably the best explanation of the topic, thank you!
Probably the best explanation of the topic, thank you!
Better than “Ivy League”
Such a brilliant lecture… better than a one-and-a-half-hour lecture from so called “ivy leagues” institutes.
Helped me a lot
Thank you so much! I’m trying to understand a paper by Benjamini and Hochberg for my course work. Your video has helped me a lot. Kind regards from MSU!
Best videos on Time series
Best videos on Time series where we can relate theoretical equation with R programming
Amazing explanation!
This video is great, I stumbled upon it after looking up your stack-exchange post, because I have to do maximum likelihood estimation on the matrix form of a linear model, and there this derivative is needed – amazing explanation!
Best way possible to explain
Thanks man! This is fundamentally the best way possible to explain the need of why the weights are randomly initialized instead of all to zeroes!
Perfect explanation!!!!
Perfect explanation!!!!
The best teachers are open about what they don’t fully understand
I really appreciate the question at the end; I find the best teachers are open about what they don’t fully understand because it fosters a desire in the students to really understand what’s going on.
Hi David, well done! Probably the best NN videos on YouTube.
Hi David, well done! Probably the best NN videos on YouTube.
What they say about my work
Masters the required statistical techniques and software
David performed an extremely complicated statistical analysis of a global cohort of patients. David was instrumental in this project, and not only that he masters the required statistical techniques and software, but more importantly, effectively mediated the statistical language to me. The paper eventually was accepted in the Lancet Global Health, a prestigious journal. David was always available; he is very pleasant and nice to work with and no doubt I will collaborate with him in the future.