Il corso Machine Learning e Data Mining in R è rivolto a chiunque voglia avere una pratica panoramica delle tecniche di apprendimento automatico, dalle più interpretabili - come l’analisi di regressione, delle componenti principali e dei gruppi - a quelle più flessibili come le reti neurali artificiali, sia shallow che deep - e le più ricorrenti problematiche di analisi e modellazione di dati e problemi reali - come collinearità, overfitting, regolarizzazione e knowledge transfer.
This course is part of the Data Science con Python e R Specialization
Offered By
About this Course
3,289 recent views
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 2 of 3 in the
Intermediate Level
Approx. 30 hours to complete
Italian
What you will learn
Importare, manipolare e visualizzare dati mediante R e i pacchetti inclusi in tidyverse come dplyr e ggplot2
Riconoscere e risolvere in R, mediante i pacchetti aggiuntivi leaps, glmnet, pls, problemi di apprendimento supervisionato e non supervisionato
Comprendere le differenze tra reti neurali artificiali di tipo shallow e deep
Skills you will gain
- Pacchetti R: dplyr ggplot2 laps glmnet pls
- Reti neurali artificiali di tipo shallow e deep
- Apprendimento supervisionato e non supervisionato
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 2 of 3 in the
Intermediate Level
Approx. 30 hours to complete
Italian
Offered by
Syllabus - What you will learn from this course
9 hours to complete
Elementi di R
9 hours to complete
10 videos (Total 26 min), 6 readings, 4 quizzes
7 hours to complete
Apprendimento automatico non supervisionato
7 hours to complete
6 videos (Total 18 min), 1 reading, 4 quizzes
13 hours to complete
Apprendimento automatico supervisionato
13 hours to complete
9 videos (Total 55 min), 1 reading, 3 quizzes
2 hours to complete
Reti Neurali e Deep Learning
2 hours to complete
4 videos (Total 13 min), 8 readings, 1 quiz
About the Data Science con Python e R Specialization

Frequently Asked Questions
When will I have access to the lectures and assignments?
What will I get if I subscribe to this Specialization?
What is the refund policy?
Is financial aid available?
More questions? Visit the Learner Help Center.