Building Recommender Systems with Machine Learning and AI

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  • The lowest price of Building Recommender Systems with Machine Learning and AI was obtained on June 9, 2025 10:33 am.

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Price history for Building Recommender Systems with Machine Learning and AI
Latest updates:
  • $17.00 - June 10, 2025
  • $94.99 - June 9, 2025
  • $11.00 - May 15, 2025
  • $99.99 - May 9, 2025
  • $16.00 - April 24, 2025
  • $94.99 - April 5, 2025
  • $17.00 - April 3, 2025
  • $16.00 - March 20, 2025
Since: January 4, 2025
  • Highest Price: $99.99 - May 9, 2025
  • Lowest Price: $10.00 - January 4, 2025
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Last updated on June 9, 2025 10:33 am
Building Recommender Systems with Machine Learning and AI
Building Recommender Systems with Machine Learning and AI

Description

Price history for Building Recommender Systems with Machine Learning and AI
Latest updates:
  • $17.00 - June 10, 2025
  • $94.99 - June 9, 2025
  • $11.00 - May 15, 2025
  • $99.99 - May 9, 2025
  • $16.00 - April 24, 2025
  • $94.99 - April 5, 2025
  • $17.00 - April 3, 2025
  • $16.00 - March 20, 2025
Since: January 4, 2025
  • Highest Price: $99.99 - May 9, 2025
  • Lowest Price: $10.00 - January 4, 2025

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Building Recommender Systems with Machine Learning and AI

★★★★★
$94.99  in stock
Udemy.com
as of June 9, 2025 10:33 am

How to create machine learning recommendation systems with deep learning, collaborative filtering, and Python.

Created by: Sundog Education by Frank Kane
Join over 900K students learning ML, AI, AWS, and Data Eng.
Created by: Frank Kane
Ex-Amazon Sr. Engineer and Sr. Manager, CEO Sundog Education
Created by: Sundog Education Team
Sundog Education Team
Rating:4.29 (3177reviews)     47711students enrolled

What Will I Learn?

  • Understand and apply user-based and item-based collaborative filtering to recommend items to users
  • Create recommendations using deep learning at massive scale
  • Build recommendation engines with neural networks and Restricted Boltzmann Machines (RBM's)
  • Make session-based recommendations with recurrent neural networks and Gated Recurrent Units (GRU)
  • Build a framework for testing and evaluating recommendation algorithms with Python
  • Apply the right measurements of a recommender system's success
  • Build recommender systems with matrix factorization methods such as SVD and SVD++
  • Apply real-world learnings from Netflix and YouTube to your own recommendation projects
  • Combine many recommendation algorithms together in hybrid and ensemble approaches
  • Use Apache Spark to compute recommendations at large scale on a cluster
  • Use K-Nearest-Neighbors to recommend items to users
  • Solve the "cold start" problem with content-based recommendations
  • Understand solutions to common issues with large-scale recommender systems

Requirements

  • A Windows, Mac, or Linux PC with at least 3GB of free disk space.
  • Some experience with a programming or scripting language (preferably Python)
  • Some computer science background, and an ability to understand new algorithms.

Target audience

  • Software developers interested in applying machine learning and deep learning to product or content recommendations
  • Engineers working at, or interested in working at large e-commerce or web companies
  • Computer Scientists interested in the latest recommender system theory and research

Price History

Price history for Building Recommender Systems with Machine Learning and AI
Latest updates:
  • $17.00 - June 10, 2025
  • $94.99 - June 9, 2025
  • $11.00 - May 15, 2025
  • $99.99 - May 9, 2025
  • $16.00 - April 24, 2025
  • $94.99 - April 5, 2025
  • $17.00 - April 3, 2025
  • $16.00 - March 20, 2025
Since: January 4, 2025
  • Highest Price: $99.99 - May 9, 2025
  • Lowest Price: $10.00 - January 4, 2025

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