Stationarity

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Practical Time Series Analysis (Coursera)

Many of us are "accidental" data analysts. We trained in the sciences, business, or engineering and then found ourselves confronted with data for which we have no formal analytic training. This course is designed for people with some technical competencies who would like more than a "cookbook" approach, [...]

Applying Data Analytics in Finance (Coursera)

This course introduces an overview of financial analytics. You will learn why, when, and how to apply financial analytics in real-world situations. You will explore techniques to analyze time series data and how to evaluate the risk-reward trade off expounded in modern portfolio theory. While most of the focus [...]

Specialized Models: Time Series and Survival Analysis (Coursera)

Mar 18th 2024
Specialized Models: Time Series and Survival Analysis (Coursera)
Course Auditing
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Effort
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This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
Mar 18th 2024
Course Auditing
32.00 EUR/month

Stochastic processes (Coursera)

The purpose of this course is to equip students with theoretical knowledge and practical skills, which are necessary for the analysis of stochastic dynamical systems in economics, engineering and other fields.