Time Series

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Data Analysis: Statistical Modeling and Computation in Applications (edX)

Aug 30th 2021
Data Analysis: Statistical Modeling and Computation in Applications (edX)
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A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science. Data science requires multi-disciplinary skills ranging from mathematics, statistics, machine learning, problem solving to programming, visualization, and communication skills. In this [...]
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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 [...]
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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 [...]
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Forecasting Univariate Time Series with an LSTM (Coursera)

Aug 9th 2021
Forecasting Univariate Time Series with an LSTM (Coursera)
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Create a Jupyter Notebook in order to forecast a univariate time series (in our case new one family home sales) using an LSTM. You will also be able to tell when univariate time series have the appropriate structure to be forecasted with LSTM's or even using any other univariate [...]
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Specialized Models: Time Series and Survival Analysis (Coursera)

Aug 9th 2021
Specialized Models: Time Series and Survival Analysis (Coursera)
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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 [...]
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Aug 9th 2021
Course Auditing
31.00 EUR/month

Demand Forecasting Using Time Series (Coursera)

Aug 2nd 2021
Demand Forecasting Using Time Series (Coursera)
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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. [...]
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Aug 2nd 2021
Course Auditing
32.00 EUR/month

Capstone Project: Predicting Safety Stock (Coursera)

Aug 2nd 2021
Capstone Project: Predicting Safety Stock (Coursera)
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In this course, we'll make predictions on product usage and calculate optimal safety stock storage. We'll start with a time series of shoe sales across multiple stores on three different continents. To begin, we'll look for unique insights and other interesting things we can find in the data by [...]
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Aug 2nd 2021
Course Auditing
32.00 EUR/month

Excel Time Series Models for Business Forecasting (Coursera)

Aug 2nd 2021
Excel Time Series Models for Business Forecasting (Coursera)
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This course explores different time series business forecasting methods. The course covers a variety of business forecasting methods for different types of components present in time series data — level, trending, and seasonal. We will learn about the theoretical methods and apply these methods to business data using Microsoft [...]
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Time series forecasting with Prophet (Coursera)

Aug 2nd 2021
Time series forecasting with Prophet (Coursera)
Free Course
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Time series forecasting is a common data science task that helps organizations with resource allocation, demand planning and strategy management. In this project, you'll get hands-on experience with Facebook's open source library Prophet and you will be equipped with the knowledge to carry out fast, interpretable and reliable forecasts [...]
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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 [...]
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