Pulizia e preparazione dei dati per l'analisi

Introduction

Get acquainted with data preprocessing and the course.

Lezioni:

Course Overview

Course Outline and Prerequisites

Remove Outliers from Data

Clean data by performing outlier removal.

Lezioni:

What Is an Outlier?

Remove Outliers from Data

Shift and Scale Data

Normalize data by shifting and scaling values.

Lezioni:

Introduction to Data Normalization

Normalize Electricity Usage Data

Work with Missing Data

Locate, standardize, and remove missing data.

Lezioni:

Introduction to Missing Data

Work with Missing Data

Interpolate Missing Data

Fill in and interpolate missing data.

Lezioni:

Introduction to Data Interpolation

Interpolate Missing Data

Smooth Noisy Data

Reduce noise with data smoothing.

Lezioni:

Introduction to Data Smoothing

Techniques for Smoothing Data

Remove Unwanted Trends in Data

Detrend data to isolate important features and reveal underlying patterns.

Lezioni:

Introduction to Detrending Data

Detrend Electricity Usage Data

Projects

Practice what you learned in the course.

Lezioni:

World Population Data

International Gasoline Prices

Conclusion

Learn next steps and give feedback on the course.

Lezioni:

Summary

Additional Resources

Survey

Moduli del corso

Introduction

Remove Outliers from Data

Shift and Scale Data

Work with Missing Data

Interpolate Missing Data

Smooth Noisy Data

Remove Unwanted Trends in Data

Projects

Conclusion

Lingua

Esercizi pratici con feedback automatico
Accedi a MATLAB tramite il browser web
Report sui progressi e certificato del corso condivisibili

MATLAB Onramp

Pulizia e preparazione dei dati per l'analisi

Moduli del corso

Introduction

Remove Outliers from Data

Shift and Scale Data

Work with Missing Data

Interpolate Missing Data

Smooth Noisy Data

Remove Unwanted Trends in Data

Projects

Conclusion

Lingua

Esercizi pratici con feedback automaticoAccedi a MATLAB tramite il browser webReport sui progressi e certificato del corso condivisibili

MATLAB Onramp

Esercizi pratici con feedback automatico
Accedi a MATLAB tramite il browser web
Report sui progressi e certificato del corso condivisibili