Machine Learning Regression with Stata, a Demonstration with Dr. Cerulli

Dr. Giovanni Cerulli has created a short Machine Learning Regression guide with Stata, in this demonstration Giovanni uses the command 'r_ml_Stata'. Some of the model types you are able to create from this command include Elastic net, Regression tree, Neural network, Boosting, Support Vector Machine and Bagging and random forests.
Dr. Giovanni Cerulli is also presenting the Advanced Machine Learning using Stata course, 18 - 19 July 2022. This course will focus on three specific techniques: regression and classification trees (including bagging, random forests, and boosting), kernel-based regression, and global methods (step-wise, polynomial, spline, and series regressions). Click here to find out more: bit.ly/AML-Sta...
#MachineLearning #Regression #MachineLearningStata #Stata

[@otaviocanozziconceicao7195]

Awesome! Thank you very much for this public good, Cerulli !!!

[@mikejonaseconometrics1886]

Excellent work, thank you!

[@fobembe]

Nice to see the implementation of ml with stata. I have a firm believe that stata will do a better justice to coding-oriented machine learning in python and R.

[@thejarret]

Top!

[@lucajsantos]

Dear Professor Cerulli, I'm new in this ML environment. I noticed that the dependent variable does not appear in the in_pred dataset after c_ml_stata command. Stata returns error when I try plotting in_pred data. Thank you for r_ and c_ml_stata, it was such a great job!!

[@KofiAgyabeng]

Please, is it possible I can get access to the codes used in this video?

[@helenbanks3702]

Dear Professor Cerulli,
When I try to execute the first r_ml_stata command (but I'm using Stata17), it returns the following error:
Traceback (most recent call last):
File "c:\ado\plus/py/r_nearestneighbor.py", line 10, in
from sklearn.neighbors import KNeighborsRegressor
ModuleNotFoundError: No module named 'sklearn'
failed to execute the specified Python script file
Can you tell me why, please?

[@pramodyaedirisinghe7202]

Install Python and relevant libraries (Scikit learn, Keras, Tenserflow etc.)

[@tahasuleyman3631]

hi sir when i try to use this code i got the error what can i do? Can you help me (note: file C:\Users\ADMINI~1\AppData\Local\Temp\ST_30d4_000003.tmp not found)
file C:\Users\ADMINI~1\AppData\Local\Temp\ST_30d4_000003.tmp saved
Traceback (most recent call last):
File "c:\ado\plus/py/r_nearestneighbor.py", line 10, in
from sklearn.neighbors import KNeighborsRegressor
ModuleNotFoundError: No module named 'sklearn'
failed to execute the specified Python script file