Search result for Recommender systems specialization Online Courses & Certifications
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Recommender Systems Capstone
by Michael D. Ekstrand , Joseph A Konstan- 0.0
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Approx. 3 hours to complete
This capstone project course for the Recommender Systems Specialization brings together everything you've learned about recommender systems algorithms and evaluation into a comprehensive recommender analysis and design project. You will be given a case study to complete where you have to select and justify the design of a recommender system through analysis of recommender goals and algorithm performance....
Introduction to Recommender Systems: Non-Personalized and Content-Based
by Joseph A Konstan , Michael D. Ekstrand- 4.5
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Approx. 23 hours to complete
This course, which is designed to serve as the first course in the Recommender Systems specialization, introduces the concept of recommender systems, reviews several examples in detail, and leads you through non-personalized recommendation using summary statistics and product associations, basic stereotype-based or demographic recommendations, and content-based filtering recommendations. Closing Quiz: Introducing Recommender Systems...
Deploying Machine Learning Models
by Ilkay Altintas , Julian McAuley- 3.5
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Approx. 11 hours to complete
In this course we will learn about Recommender Systems (which we will study for the Capstone project), and also look at deployment issues for data products. Introduction to Recommender Systems Review: Recommender Systems Recommender Systems and Latent Factor Models Implementing Recommender Systems Implementing Recommender Systems Deploying Recommender Systems Deploying Recommender Systems...
Functional Programming in 7 Days
by Packt Publishing- 4
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5 hours on-demand video
He completed his master's degree in computer science from IIIT Delhi, with specialization in data engineering. His areas of interests include recommender systems, NLP and graph analytics....
$9.99
High-Performance Computing with Python 3.x
by Packt Publishing- 4.2
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4 hours on-demand video
He completed his Master's degree in computer science from IIIT Delhi, with specialization in data engineering. His areas of interest include recommender systems, NLP, and graph analytics....
$11.99
Exploratory Data Analysis with Pandas and Python 3.x
by Packt Publishing- 4.4
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5 hours on-demand video
He completed his Master's degree in Computer Science from IIT Delhi, with a specialization in data engineering. His areas of interests include recommender systems, NLP, and graph analytics....
$11.99
Scalable Data Analysis in Python with Dask
by Packt Publishing- 3.6
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3.5 hours on-demand video
You’ll learn by implementing data analysis principles using different statistical techniques in one go across different systems on the same massive datasets. He completed his Master's degree in computer science at IIIT Delhi, with a specialization in data engineering. His areas of interest include recommender systems, NLP, and graph analytics....
$11.99
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Teaching Impacts of Technology: Data Collection, Use, and Privacy
by Beth Simon- 4.6
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Approx. 13 hours to complete
Technology and Computing Concepts: AI vs ML, Supervised vs Unsupervised learning, Neural Networks, Recommender systems, Speech recognition This is part of a specialization Domain Name Systems...
Machine Learning Foundations: A Case Study Approach
by Emily Fox , Carlos Guestrin- 4.6
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Approx. 18 hours to complete
-Apply regression, classification, clustering, retrieval, recommender systems, and deep learning. Recommender systems overview Where we see recommender systems in action Building a recommender system via classification A performance metric for recommender systems Recommender systems ML block diagram Creating & evaluating a popularity-based song recommender Creating & evaluating a personalized song recommender Recommender Systems...
Data Science with Python 3.x
by Packt Publishing- 3.9
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13.5 hours on-demand video
He completed his Master's degree in Computer Science from IIT Delhi, with a specialization in data engineering. His areas of interest include recommender systems, NLP, and graph analytics....
$9.99
