Recommender Systems and Deep Learning in Python
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- The lowest price of Recommender Systems and Deep Learning in Python was obtained on December 17, 2024 9:54 pm.
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Recommender Systems and Deep Learning in Python
★★★★★
$16.00 in stock
Udemy.com
as of December 17, 2024 9:54 pm
The most in-depth course on recommendation systems with deep learning, machine learning, data science, and AI techniques
Created by:
Lazy Programmer Inc.
Artificial intelligence and machine learning engineer
Artificial intelligence and machine learning engineer
Rating:4.72 (5712reviews)
31342students enrolled
What Will I Learn?
- Understand and implement accurate recommendations for your users using simple and state-of-the-art algorithms
- Big data matrix factorization on Spark with an AWS EC2 cluster
- Matrix factorization / SVD in pure Numpy
- Matrix factorization in Keras
- Deep neural networks, residual networks, and autoencoder in Keras
- Restricted Boltzmann Machine in Tensorflow
Requirements
- For earlier sections, just know some basic arithmetic
- For advanced sections, know calculus, linear algebra, and probability for a deeper understanding
- Be proficient in Python and the Numpy stack (see my free course)
- For the deep learning section, know the basics of using Keras
Target audience
- Anyone who owns or operates an Internet business
- Students in machine learning, deep learning, artificial intelligence, and data science
- Professionals in machine learning, deep learning, artificial intelligence, and data science
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