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Machine Learning: Build Recommendation Systems
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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.

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4.3

5,96,673 Enrolled

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English

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olive-leaves-logo

4.3

5,96,673 Enrolled

olive-leaves-logo

English

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

Machine Learning
Data Science
Recommendation Systems
Principal Component Analysis
Cross-validation
Regularization
Predictive Modeling
Algorithm Development

This course includes:

PreRecorded video

Graded assignments, exams

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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Certificate
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.

Machine Learning: Build Recommendation Systems

Beginner

Skill Level

8 Weeks

Self-paced lessons

Course Cost

₹ 13,051

Completion

CERTIFICATE

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.