ARIMA Modeling

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Demand Forecasting Using Time Series (Coursera)

Mar 25th 2024
Demand Forecasting Using Time Series (Coursera)
Course Auditing
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Effort
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This course is the second in a specialization for Machine Learning for Supply Chain Fundamentals. In this course, we explore all aspects of time series, especially for demand prediction. We'll start by gaining a foothold in the basic concepts surrounding time series, including stationarity, trend (drift), cyclicality, and seasonality. [...]
Mar 25th 2024
Course Auditing
33.00 EUR/month

Introduction to Trading, Machine Learning & GCP (Coursera)

In this course, you’ll learn about the fundamentals of trading, including the concept of trend, returns, stop-loss, and volatility. You will learn how to identify the profit source and structure of basic quantitative trading strategies. This course will help you gauge how well the model generalizes its learning, explain [...]

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

Time Series Forecasting (Udacity)

Self Paced
Time Series Forecasting (Udacity)
Free Course
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Effort
Languages
Use models to forecast the future. The Time Series Forecasting course provides students with the foundational knowledge to build and apply time series forecasting models in a variety of business contexts. In this course, you’ll learn how to use advanced forecasting models to predict the future. You'll learn this [...]

Modelos de Regresión Lineal y Pronósticos (edX)

En este curso se aplican fundamentos estadísticos y econométricos para analizar bases de datos; lo anterior, con el fin de identificar el comportamiento de variables y su relación con otras variables. En el curso también aplican técnicas básicas de pronósticos a través de diferentes metodologías. Se considera que las [...]