Time Series Analysis in Python

Econometric Theory, Financial Modeling (ARMA, Integrated, MAX and Volatility Models)

Your Instructor


365 Data Science
365 Data Science
We create online on-demand video courses in data science. The 365 Data Science Program is comprised of different modules starting from the fundamentals (Mathematics, Probability, and Statistics), going through programming languages (Python, R, SQL) and finishing off with state-of-the-art machine and deep learning.
We have a team of experts that create the curriculum and the course content, who work closely with our talented designers to bring the concepts to life in the most engaging and understandable way using specialized animation software. We strive to make the learning experience not only all-inclusive, detailed, and thorough, but also interactive, practical, and fun.

Course Curriculum


  Introduction
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  Setting up the working environment
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  Introduction to Time Series in Python
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  Creating a Time Series Object in Python
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  Working with Time Series in Python
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  Picking the Correct Model
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  The Autoregressive (AR) Model
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  The Moving Average (MA) Model
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  The Autoregressive Moving Average (ARMA) Model
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  The Autoregressive Integrated Moving Average (ARIMA) Model
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  The ARCH Model
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  The GARCH Model
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  Auto ARIMA
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  Forecasting
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  Business Case
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This course is closed for enrollment.