Machine Learning: Build Recommendation Systems
This course is part of Data Science Professional Certificate.
Course Cost
₹ 13,051
Beginner
Skill Level
8 Weeks
Self-paced lessons
This comprehensive course from Harvard focuses on practical machine learning applications through building a movie recommendation system. Students will explore fundamental machine learning concepts, including training data utilization, predictive relationship discovery, and algorithm implementation. The course covers popular machine learning algorithms, principal component analysis, and regularization techniques. Special emphasis is placed on cross-validation to prevent overtraining and ensure robust model performance. Through hands-on experience with recommendation systems, students will gain practical skills in one of data science's most valuable techniques.
What you'll learn
Master fundamental machine learning concepts and methodologies
Implement popular machine learning algorithms effectively
Build a functional movie recommendation system from scratch
Apply cross-validation techniques to prevent model overtraining
Understand and implement regularization in machine learning models
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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Module Description
This course provides a practical introduction to machine learning through the development of a movie recommendation system. Students learn fundamental concepts including training data utilization, predictive modeling, and algorithm implementation. The curriculum covers popular machine learning algorithms, principal component analysis, and regularization techniques, with special emphasis on cross-validation to prevent overtraining. Through hands-on experience, students gain practical skills in implementing machine learning solutions for real-world applications.
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Data Science Professional Certificate
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.




