Forecasting 📈 is perhaps the most common application of machine learning in the real world. Time series forecasting is a broad field with a long history. This course focuses on the application of modern machine learning methods to time series data with the goal of producing the most accurate predictions. The lessons in this course were inspired by winning solutions from past Kaggle forecasting competitions but will be applicable whenever accurate forecasts are a priority.
After finishing this course, you'll know how to:
As part of the exercises, you'll get a chance to participate in our Store Sales - Time Series Forecasting Getting Started competition. In this competition, you're tasked with forecasting sales for Corporación Favorita (a large Ecuadorian-based grocery retailer) in almost 1800 product categories.
To check the learning material in advance, check Kaggle's microcourse 👇 :
https://www.kaggle.com/learn/time-series
Let's get started!
Prerequisites:
1. Have access to a Browser (preferably Google Chrome)
2. Sign up to Kaggle
3. Eager to Learn !!!
4.Have Completed the courses:
Government of Alberta
GDG organizer - WTM Ambassador - System Analyst -
Canadian Centre for Mapping and Earth Observation
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GDG Cloud Edmonton
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