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Machine Learning Quick Reference

You're reading from   Machine Learning Quick Reference Quick and essential machine learning hacks for training smart data models

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Product type Paperback
Published in Jan 2019
Publisher Packt
ISBN-13 9781788830577
Length 294 pages
Edition 1st Edition
Languages
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Author (1):
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 Kumar Kumar
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Kumar
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Toc

Table of Contents (13) Chapters Close

Preface 1. Quantifying Learning Algorithms FREE CHAPTER 2. Evaluating Kernel Learning 3. Performance in Ensemble Learning 4. Training Neural Networks 5. Time Series Analysis 6. Natural Language Processing 7. Temporal and Sequential Pattern Discovery 8. Probabilistic Graphical Models 9. Selected Topics in Deep Learning 10. Causal Inference 11. Advanced Methods 12. Other Books You May Enjoy

Temporal and Sequential Pattern Discovery

Many of us have visited retail shops such as Reliance and Walmart for our household needs. Let's say that we are planning to buy an iPhoneX from Reliance Digital. What we would typically do is search for the model by visiting the mobile section of the store, and then select the product and head toward the billing counter.

But, in today's world, the goal of the organization is to increase revenue. Can this be done by pitching just one product at a time to the customer? The answer is a clear no. Hence, organizations began mining data relating to frequently bought items. They try to find out associations between different items and products that can be sold together, which gives assisting in right product placement. Typically, it figures out what products are being bought together and organizations can place products in...

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