Forecasting Models with Python

Online Course

Udemy
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Forecasting Models with Python
  1. What is the course about?
  2. Prerequisites & Facts
  3. Cost, Certificate & Degree
  4. Reviews & Experiences

What is the course about?

Forecasting Models with Python
The course Forecasting Models with Python is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

Learn main forecasting models from basic to expert level through a practical course with Python programming language.

Course description
  • Forecasting Models with Python
  • Read S&P 500® Index ETF prices data and perform forecasting models operations by installing related packages and running code on Python PyCharm IDE.
  • Estimate simple forecasting methods such as arithmetic mean, random walk, seasonal random walk and random walk with drift.
  • Evaluate simple forecasting methods forecasting accuracy through mean absolute error and root mean squared error scale-dependent metrics.
  • Approximate simple moving averages and exponential smoothing methods with no trend or seasonal patterns such as Brown simple exponential smoothing method.
  • Estimate exponential smoothing methods with only trend patterns such as Holt linear trend, exponential trend, Gardner additive damped trend and Taylor multiplicative damped trend methods.
  • Python programming language is required. Downloading instructions included.
  • Python Distribution (PD) and Integrated Development Environment (IDE) are recommended. Downloading instructions included.
  • Practical example data and Python code files provided with the course.
  • Prior basic Python programming language knowledge is useful but not required.
  • 5.5 hours on-demand video
  • 6 articles
  • 8 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
  • Diego Fernandez
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Prerequisites & Facts

Forecasting Models with Python

Course Topic

Personal Success, Teacher Training, Teaching & Academics

University, College, Institution

Udemy

Course Skill Level

see course summary

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

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Degree & Cost

Forecasting Models with Python

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
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Forecasting Models with Python
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Reviews

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School: Udemy
Topic: Data Science, Development, Forecasting Model

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