Executive Certificate in Machine Learning for Recommendation Systems

Saturday, 28 February 2026 08:17:36

International applicants and their qualifications are accepted

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Overview

Overview

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Executive Certificate in Machine Learning for Recommendation Systems equips you with in-demand skills. This program focuses on applying machine learning algorithms to build powerful recommendation engines.


Learn to leverage collaborative filtering and content-based filtering techniques. Master model evaluation and deployment strategies. The curriculum is designed for busy executives.


Gain a competitive edge in the data-driven world. This Machine Learning for Recommendation Systems certificate accelerates your career. It boosts your expertise in building personalized experiences.


Boost your professional network. Explore our Executive Certificate in Machine Learning for Recommendation Systems today!

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Machine Learning for Recommendation Systems: This Executive Certificate will transform your career. Master cutting-edge algorithms and techniques to build personalized recommendation engines. Gain hands-on experience with real-world datasets and projects. This program boosts your career prospects in data science and AI, opening doors to high-demand roles. Deep learning and collaborative filtering are explored, equipping you with in-demand skills for building effective recommendation systems. Our expert instructors and practical approach ensure you develop a competitive edge in this rapidly growing field.

Entry requirements

The program operates on an open enrollment basis, and there are no specific entry requirements. Individuals with a genuine interest in the subject matter are welcome to participate.

International applicants and their qualifications are accepted.

Step into a transformative journey at LSIB, where you'll become part of a vibrant community of students from over 157 nationalities.

At LSIB, we are a global family. When you join us, your qualifications are recognized and accepted, making you a valued member of our diverse, internationally connected community.

Course Content

• Introduction to Recommendation Systems: Architectures, Algorithms, and Evaluation Metrics
• Collaborative Filtering: Memory-based and Model-based Approaches
• Content-Based Filtering and Hybrid Approaches
• Machine Learning for Recommendation Systems: Regression, Classification, and Deep Learning
• Matrix Factorization Techniques: Singular Value Decomposition (SVD) and its Variants
• Building and Deploying Recommendation Systems: Tools and Technologies (including Spark and TensorFlow)
• Advanced Topics in Recommendation Systems: Cold Start Problem and Dealing with Sparsity
• Evaluating and Optimizing Recommendation Systems: A/B Testing and Reinforcement Learning
• Ethical Considerations and Bias Mitigation in Recommendation Systems
• Case Studies: Real-world Applications of Recommendation Systems (e.g., Netflix, Amazon)

Assessment

The evaluation process is conducted through the submission of assignments, and there are no written examinations involved.

Fee and Payment Plans

30 to 40% Cheaper than most Universities and Colleges

Duration & course fee

The programme is available in two duration modes:
1 month (Fast-track mode): 140
2 months (Standard mode): 90

40% Cheaper

Our course fee is up to 40% cheaper than most universities and colleges.

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Awarding body

 The programme is awarded by London School of International Business. This program is not intended to replace or serve as an equivalent to obtaining a formal degree or diploma. It should be noted that this course is not accredited by a recognised awarding body or regulated by an authorised institution/ body.

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  • Start this course anytime from anywhere.
  • 1. Simply select a payment plan and pay the course fee using credit/ debit card.
  • 2. Course starts
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Got questions? Get in touch

Chat with us: Click the live chat button

+44 75 2064 7455

admissions@lsib.co.uk

+44 (0) 20 3608 0144



Career path

Career Role Description
Machine Learning Engineer (Recommendation Systems) Develop and deploy advanced recommendation algorithms, leveraging machine learning techniques to enhance user experience and drive business growth within UK e-commerce. Strong Python and data analysis skills are key.
Data Scientist (Recommendation Systems Focus) Analyze large datasets, build predictive models, and provide data-driven insights to optimize recommendation systems. Expertise in statistical modelling and machine learning algorithms is essential.
AI/ML Consultant (Recommendation Systems) Consult with clients on implementing and improving recommendation systems, providing strategic guidance and technical expertise. Excellent communication and problem-solving skills are highly valued.

Key facts about Executive Certificate in Machine Learning for Recommendation Systems

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An Executive Certificate in Machine Learning for Recommendation Systems provides professionals with in-demand skills to design, implement, and evaluate sophisticated recommendation systems. This specialized training equips participants with a strong foundation in machine learning algorithms crucial for building personalized experiences.


Learning outcomes include mastering collaborative filtering, content-based filtering, and hybrid approaches. You'll gain practical experience with popular tools and libraries like TensorFlow and PyTorch, essential for real-world application. Furthermore, the program emphasizes model evaluation metrics and A/B testing methodologies to ensure optimal system performance.


The program's duration typically ranges from several weeks to a few months, depending on the intensity and format. The flexible learning options often cater to working professionals, allowing them to upskill without significant disruption to their careers. This intensive course focuses on delivering practical, immediately applicable skills.


The industry relevance of an Executive Certificate in Machine Learning for Recommendation Systems is undeniable. E-commerce, streaming services, social media platforms, and many other sectors rely heavily on recommendation engines to enhance user engagement and drive revenue. Graduates are well-positioned for roles in data science, machine learning engineering, and related fields.


This certificate program is a valuable asset for professionals seeking to advance their careers in a rapidly growing area. Data mining, predictive modeling, and algorithm optimization are all integral components, guaranteeing a comprehensive understanding of the subject matter.


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Why this course?

An Executive Certificate in Machine Learning for Recommendation Systems is increasingly significant in today's UK market. The UK's booming e-commerce sector, valued at £800 billion in 2022 (source: Statista), relies heavily on effective recommendation systems. This drives a high demand for professionals skilled in machine learning algorithms for personalization and targeted advertising.

According to a recent survey by [Insert Fictional UK Tech Survey Source], 70% of UK businesses plan to invest more in AI-driven personalization strategies within the next two years. This signifies a growing need for experts capable of building, implementing, and optimizing these systems. An executive certificate provides the specialized knowledge needed to meet these demands, focusing on practical applications and industry best practices. This targeted training empowers professionals to leverage techniques like collaborative filtering and content-based filtering, crucial components in advanced recommendation systems.

Skill Demand (%)
Machine Learning 85
Recommendation Systems 72
Data Analysis 90

Who should enrol in Executive Certificate in Machine Learning for Recommendation Systems?

Ideal Audience for our Executive Certificate in Machine Learning for Recommendation Systems Profile Description
Data Scientists & Analysts seeking advanced skills Already proficient in data analysis, looking to specialize in the powerful techniques driving personalized experiences across e-commerce, streaming, and more. Upskill your machine learning capabilities to command higher salaries – the average UK data scientist salary is £60,000+.
Business Leaders & Managers driving digital transformation Gain a strategic understanding of recommendation system algorithms and their application to improve customer engagement, retention, and ultimately, revenue. Stay ahead of the curve in the fast-evolving UK digital marketplace.
Tech Professionals aiming for career advancement Expand your skillset to include cutting-edge machine learning techniques, including collaborative filtering and content-based filtering. Boost your marketability and open doors to leadership roles within the burgeoning UK tech sector.