intermediateCertificateFree
Time Series
by Ryan Holbrook · Kaggle
4.4(3,800 reviews)
150K+ enrolled5 hoursUpdated 2024-03
What You'll Learn
Understand the fundamentals and key concepts of time series
Apply time series techniques to solve real-world problems
Understand the fundamentals and key concepts of forecasting
Apply forecasting techniques to solve real-world problems
Understand the fundamentals and key concepts of regression
Apply regression techniques to solve real-world problems
About This Course
Forecast time series data using linear regression, trend analysis, seasonality, and hybrid forecasting models.
Curriculum
Module 1: Time series & Forecasting6 lessons
- Introduction to time series
- Time series in Practice
- Hands-on Exercise: Time series
- Introduction to forecasting
- Forecasting in Practice
- Hands-on Exercise: Forecasting
Module 2: Regression & Seasonality6 lessons
- Introduction to regression
- Regression in Practice
- Hands-on Exercise: Regression
- Introduction to seasonality
- Seasonality in Practice
- Hands-on Exercise: Seasonality
Module 3: Machine learning3 lessons
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
Instructor
Ryan Holbrook
Instructor at Kaggle
Pros & Cons
Pros
- Completely free to access
- Offers a certificate of completion
- Hands-on interactive exercises
- Taught by Ryan Holbrook
Cons
- Self-paced requires discipline
Free
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