Applied Recommender Systems with Python

Applied Recommender Systems with Python

Build Recommender Systems with Deep Learning, NLP and Graph-Based Techniques

Kulkarni, Akshay; Kulkarni, Anoosh; Krishnan, V Adithya; Shivananda, Adarsha

APress

11/2022

248

Mole

Inglês

9781484289532

15 a 20 dias

Descrição não disponível.
Chapter 1: Introduction to Recommender Systems.- Chapter 2: Association Rule Mining.- Chapter 3: Content and Knowledge-Based Recommender System.- Chapter 4: Collaborative Filtering using KNN.- Chapter 5: Collaborative Filtering Using Matrix Factorization, SVD and ALS.- Chapter 6: Hybrid Recommender System.- Chapter 7: Clustering Algorithm-Based Recommender System.- Chapter 8: Classification Algorithm-Based Recommender System.- Chapter 9: Deep Learning and NLP Based Recommender System.- Chapter 10: Graph-Based Recommender System. - Chapter 11: Emerging Areas and Techniques in Recommender System.
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Recommender System;Machine Learning;Artificial Intelligence;Python;K means clustering;Logistic regression;Deep Learning;NLP