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The Map of Statistics (all of Statistics in 15 mins!)
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- เผยแพร่เมื่อ 1 ต.ค. 2022
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what is statistics? what are statistics? the all of statistics in one go; the whole of statistics in 15 minutes!
probability, stochastic processes, statistical theory, statistical tests, multiple hypothesis testing, bayesian statistics, computational statistics, survival analysis, causal inference, time series analysis, dimensionality reduction, sparsity, sampling, statistical decision theory, regression, parametric regression, linear regression, generalized linear models, nonlinear models, nonparametric regression, kernel regression, fourier, wavelet, smoothing splines, classification, clustering, density estimation, data science, data mining, data collecting, data exploring, data cleaning, data munging, data visualization, math, linear algebra, calculus, set theory, measure theory, functional analysis, optimization, convexity, kkt, linear programming, convex programming, quadratic programming, semidefinite programming, computer science, data structures, complexity, algorithms, databases, vision, machine learning, natural language processing, nlp, convolutional neural networks, cnn, reinforcement learning, rl, neural networks, normalizing flows
Even with all the disclaimers at the end; this is still an incredible service to all of humanity ...
Please consider a more refined version of this one. I think showing people directions in these seemingly complicated fields is a great time saver for many new comers ... Thank you sir for making the world a better place for us all
Sooo goooood!
Perfect words chosen to explain this subject. Waiting for more.
This is one of the best vids on stats I've ever seen. After a graduate level course in stats, my mind became full of scattered concepts. This vid organize them well. Thanks a lot!
Great job! I have this kind of structural mind that if I wanted to plunge into big field I would overlook it first. This Is great to know where to get before even initiate a rough path like un data science
Really liked it!
Outstanding!
Nice, thank you , now it would be wonderful to find proper literature to read
Very helpful! Gives me a broad view of the field ❤
So good, I am familiar with 20% here. Probability, Statistics,Algebra of Random Variables, and Time Series Analysis.
Great , lots of research has been put there ! . Could you please do the map of probability theory , and thank you..
Fantastic work, thanks
Very well done! Great job.
I love this! thank you for making this video!
Thanks! 🙂
Amazing
Great video!
Bravo!
Very nice channel and explanation.
Very well made, congrats
fantastic
Maan I was working on this idea!! Now I have to find something else 😅. Anyway great explain, love your videos
Sorry! Haha. I saw you video now, very well made! I subscribed.
nice!
Thank you!!
amazing video!!
what about operation research?
I mention Optimization as a related field.
Is that cuphead music in the background?