Time Series

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Demand Forecasting Using Time Series (Coursera)

Oct 25th 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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Oct 25th 2021
Course Auditing
32.00 EUR/month

Capstone Project: Predicting Safety Stock (Coursera)

Oct 25th 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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Oct 25th 2021
Course Auditing
32.00 EUR/month

Excel Time Series Models for Business Forecasting (Coursera)

Oct 25th 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)

Oct 25th 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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Sequences, Time Series and Prediction (Coursera)

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.
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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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Specialized Models: Time Series and Survival Analysis (Coursera)

Oct 18th 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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Oct 18th 2021
Course Auditing
31.00 EUR/month

Exploratory Time Series Analysis (Coursera)

This project focuses on the time series data analysis for beginners using python. Model building is effective only after doing proper exploratory analysis and get insight into the data set. The objectives are as follows: 1. Importing required libraries and import time-series data sets.; 2. Get basic descriptive statistics [...]
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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, [...]
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