Applied Time Series Analysis in Python

Use Python and Tensorflow to apply the latest statistical and deep learning techniques for time series analysis
4.25 (817 reviews)
Udemy
platform
English
language
Data Science
category
Marco Peixeiro
instructor
Applied Time Series Analysis in Python
3,393
students
7 hours
content
Jul 2022
last update
$69.99
regular price

What you will learn

Descriptive vs inferential statistics

Random walk model

Moving average model

Autoregression

ACF and PACF

Stationarity

ARIMA, SARIMA, SARIMAX

VAR, VARMA, VARMAX

Apply deep learning for time series analysis with Tensorflow

Linear models, DNN, LSTM, CNN, ResNet

Automate time series analysis with Prophet

Screenshots

Applied Time Series Analysis in Python - Screenshot_01Applied Time Series Analysis in Python - Screenshot_02Applied Time Series Analysis in Python - Screenshot_03Applied Time Series Analysis in Python - Screenshot_04
Related Topics
3667582
udemy ID
11/29/2020
course created date
1/9/2021
course indexed date
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