Time Series & Forecasting

Free

Intermediate

2h

10 lessons

Build expertise in time series forecasting fundamentals from decomposition to ARIMA models, then advance to machine learning and recurrent neural networks through hands-on projects with real-world datasets.

Machine Learning

Time Series

Forecasting

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Lessons

1

Introduction to Time Series & Forecasting

2

Time Series Components & Decomposition Models

3

Stationarity, Autocorrelation & Data Transformation

4

Classical Time Series Models

5

Hands-On #1

60 min

Back to Path

Time Series & Forecasting

Free

Intermediate

2h

10 lessons

Build expertise in time series forecasting fundamentals from decomposition to ARIMA models, then advance to machine learning and recurrent neural networks through hands-on projects with real-world datasets.

Machine Learning

Time Series

Forecasting

Sign In Required

Create an account or sign in to access the lesson content

Sign Up Sign In

Lessons

1

Introduction to Time Series & Forecasting

2

Time Series Components & Decomposition Models

3

Stationarity, Autocorrelation & Data Transformation

4

Classical Time Series Models

5

Hands-On #1

60 min

6

Quiz #1

7

Machine Learning Approaches to Time Series Forecasting

8

Recurrent Neural Networks for Sequential Data

9

Hands-On #2

60 min

10

Time Series & Forecasting

Lessons

Introduction to Time Series & Forecasting

Time Series Components & Decomposition Models

Stationarity, Autocorrelation & Data Transformation

Classical Time Series Models

Hands-On #1

Time Series & Forecasting

Lessons

Introduction to Time Series & Forecasting

Time Series Components & Decomposition Models

Stationarity, Autocorrelation & Data Transformation

Classical Time Series Models

Hands-On #1

Quiz #1

Machine Learning Approaches to Time Series Forecasting

Recurrent Neural Networks for Sequential Data

Hands-On #2

Quiz #2