Career Advancement Programme in Algorithmic Recommender Systems
-- viewing nowThe Career Advancement Programme in Algorithmic Recommender Systems certificate course is a comprehensive program designed to equip learners with essential skills for career advancement in the data science industry. This course is of utmost importance as it provides in-depth knowledge of recommender systems, a crucial component of data-driven businesses like Netflix, Amazon, and Spotify.
6,698+
Students enrolled
GBP £ 149
GBP £ 215
Save 44% with our special offer
About this course
100% online
Learn from anywhere
Shareable certificate
Add to your LinkedIn profile
2 months to complete
at 2-3 hours a week
Start anytime
No waiting period
Course details
• Introduction to Algorithmic Recommender Systems: Understanding the basics, history, and components of algorithmic recommender systems.
• Data Mining Techniques: Exploring data mining methods, data pre-processing, and feature extraction.
• Machine Learning Algorithms: Delving into supervised, unsupervised, and reinforcement learning algorithms used in recommenders.
• Content-Based Filtering: Learning content-based filtering methods and their applications.
• Collaborative Filtering: Understanding user-based and item-based collaborative filtering, advantages, and limitations.
• Hybrid Approaches: Combining content-based and collaborative filtering for improved recommendations.
• Evaluation Metrics: Examining accuracy, diversity, novelty, and other evaluation metrics for recommender systems.
• Ethical Considerations: Addressing privacy, fairness, transparency, and accountability in algorithmic recommender systems.
• Implementing Recommender Systems: Practical guidance on designing, deploying, and maintaining recommender systems.
Career path
Entry requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
Why people choose us for their career
Loading reviews...
Frequently Asked Questions
Course fee
- 3-4 hours per week
- Early certificate delivery
- Open enrollment - start anytime
- 2-3 hours per week
- Regular certificate delivery
- Open enrollment - start anytime
- Full course access
- Digital certificate
- Course materials
Get course information
Earn a career certificate