Certificate in Recommendation System Algorithms

Name: Certificate in Recommendation System Algorithms
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The Certificate in Recommendation System Algorithms is a comprehensive course designed to empower learners with the essential skills required to create data-driven, intelligent recommendation systems. This course emphasizes the importance of recommendation systems in personalizing user experiences and boosting customer satisfaction across various industries, including e-commerce, entertainment, and digital marketing.

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AboutThisCourse

By enrolling in this course, learners gain hands-on experience with state-of-the-art algorithms and techniques used in recommendation systems, such as collaborative filtering, content-based filtering, and hybrid methods. Moreover, they learn to implement and evaluate recommendation system models using popular data analysis tools and programming languages, such as Python and its libraries. Upon completion, learners will be equipped with the skills and knowledge to design and develop customized recommendation systems that cater to the unique needs of businesses, thereby enhancing their employability and career advancement opportunities in this rapidly growing field.

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CourseDetails

• Introduction to Recommendation Systems
• Collaborative Filtering
• Content-Based Filtering
• Hybrid Recommendation Systems
• Evaluation Metrics for Recommender Systems
• Implementing Recommendation Systems using Machine Learning Algorithms
• Matrix Factorization Techniques in Recommendation Systems
• Deep Learning for Recommendation Systems
• Real-world Challenges in Recommendation Systems
• Ethics and Bias in Recommendation Systems

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
DedicationCompleteCourse

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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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CERTIFICATE IN RECOMMENDATION SYSTEM ALGORITHMS

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London School of International Business (LSIB)

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05 May 2025

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