intermediateCertificate$12.99
Python for Time Series Data Analysis
by Jose Portilla · Udemy
4.5(8,200 reviews)
55K+ enrolled18 hoursUpdated 2024-10
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 ARIMA
Apply ARIMA techniques to solve real-world problems
About This Course
Forecast time series using ARIMA, SARIMA, Prophet, LSTM, and other models with statsmodels and TensorFlow.
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: ARIMA & Deep learning6 lessons
- Introduction to ARIMA
- ARIMA in Practice
- Hands-on Exercise: ARIMA
- Introduction to deep learning
- Deep learning in Practice
- Hands-on Exercise: Deep learning
Module 3: Python3 lessons
- Introduction to Python
- Python in Practice
- Hands-on Exercise: Python
Instructor
Jose Portilla
Instructor at Udemy
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by Jose Portilla
- Well-structured curriculum
Cons
- Requires paid subscription
- Self-paced requires discipline
$12.99
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