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Mastering Recommendation Systems with Python

408 students enrolled
This Specialization equips learners with practical skills to design and implement robust recommendation systems using Python. Spanning foundational techniques to hybrid models, it covers collaborative filtering, content-based filtering, and real-world deployment strategies using libraries like Surprise, Pandas, and Scikit-learn. Learners will explore use cases like movie and book recommenders, applying best practices from real-world platforms.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION1 ay

What you'll learn

  • Data Validation
  • Data Modeling
  • Feature Engineering
  • Data Preprocessing
  • Unstructured Data
  • Metadata Management
  • Data Transformation
  • Python Programming
  • Text Mining
  • Natural Language Processing
  • Data Manipulation
  • Data Integration

Course Content

4 topics
  1. Kurs 1 Recommendation Engine - Basics
  2. Kurs 2 Project on Recommendation Engine - Book Recommender
  3. Kurs 3 Project on Recommendation Engine - Advanced Book Recommender
  4. Kurs 4 Develop a Movie Recommendation Engine

Details

  • ProviderEDUCBA
  • TypeCourse
  • CategorySoftware & Programming
  • LevelIntermediate
  • Duration1 ay
  • LanguageEnglish

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Ramazan Bölükbaşı
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Melis Gülsar
Hızlı desteği ve üst düzey hizmeti ile Campus Online ve Sosyal Medya Sertifika Programı hizmeti sağlayan Adnan Menderes Üniversitesine sonsuz teşekkürlerimi sunuyorum.
Nazif Bayram

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