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Recommender Systems and Deep Learning in Python

Recommender Systems and Deep Learning in Python

Recommender Systems and Deep Learning in Python
Recommender Systems and Deep Learning in Python, The most in-depth course on recommendation systems with deep learning, machine learning, data science, and AI techniques
BESTSELLER
Created by Lazy Programmer Inc.
English
English [Auto-generated]

PREVIEW THIS COURSE - GET COUPON CODE

What you'll 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

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