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carol-ds-academy

Important!

Mastering in Carol is already avalible on Universidade TOTVS. https://universidadetotvs.com.br/skin/atena/home

Academy Schedule.

Code Subject Date
CDSF01 Getting your environment ready: Python, Jupyter and Github Windows e Mac 11/09/2019
CDSF02 Git - The basics 18/09/2019
CDSF03 Pandas - Overview 25/09/2019
Recap Recap 01 02/10/2019
CDSF04 Pandas, SQL, and the Grammar of Data prerecorded
CDSF05 Statistical Model prerecorded
CDSF06 Probability, Distributions, and Frequentist Statistics prerecorded
Recap Recap 02 15/10/2019
CDSF07 Bias and RegressionI prerecorded
CDSF08 Regression, Logistic Regression: in sklearn and statsmodels prerecorded
Recap Recap 03 22/10/2019
CDSF09 More Regression prerecorded
CDSF10 Classification. kNN. Cross Validation. Dimensionality Reduction. PCA. MDS prerecorded
CDSF11 Machine Learning Part 1 prerecorded
CDSF12 Machine Learning Part 2 prerecorded
Recap Recap 04 29/10/2019
CDSF13 SVM, Evaluation prerecorded
CDSF14 Decision Trees and Random Forests prerecorded
CDSF15 Machine Learning 2 Part 1 prerecorded
CDSF16 Machine Learning 2 Part 2 prerecorded
Recap Recap 05 06/11/2019
CDSF17 Ensemble Methods prerecorded
CDSF18 Best Practices prerecorded
Encerramento Next steps - Mastering Carol 12/11/2019

All classes are from 18:00 to 19:30 UTC-3.

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  • Jupyter Notebook 100.0%