Professional Certificate in Personalized Product Recommendations using Neural Networks

Tuesday, 16 September 2025 09:30:36

International applicants and their qualifications are accepted

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Overview

Overview

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Professional Certificate in Personalized Product Recommendations using Neural Networks equips you with the skills to build sophisticated recommendation systems.


Learn to leverage deep learning and neural networks for accurate predictions.


This certificate is ideal for data scientists, machine learning engineers, and anyone seeking to master personalized product recommendations.


Master techniques like collaborative filtering, content-based filtering, and hybrid approaches.


Develop practical projects using real-world datasets and cutting-edge neural network architectures. Gain a competitive edge in the job market.


Personalized product recommendations are essential for modern businesses. Enroll now and transform your career!

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Personalized Product Recommendations using Neural Networks: Master cutting-edge techniques in this professional certificate program. Gain in-depth knowledge of deep learning models and collaborative filtering for building sophisticated recommendation systems. Develop practical skills in data preprocessing, model training, and evaluation using popular Python libraries like TensorFlow and PyTorch. Boost your career prospects in e-commerce, marketing, and data science. This unique certificate program emphasizes hands-on projects and real-world case studies, equipping you with the expertise to create impactful personalized product recommendations, leading to increased customer engagement and sales. Learn to leverage the power of neural networks for superior results. This program is your fast track to a high-demand career in AI-powered personalization.

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 Recommender Systems and their Applications
• Neural Networks Fundamentals for Recommendation Systems
• Collaborative Filtering using Neural Networks (Deep Learning)
• Content-Based Filtering with Neural Networks (Embeddings)
• Hybrid Recommendation Approaches: Combining Collaborative and Content-Based Methods
• Personalized Product Recommendations using Deep Learning architectures (Autoencoders, RNNs)
• Evaluation Metrics for Recommender Systems (Precision, Recall, NDCG)
• Building and Deploying a Personalized Product Recommendation System
• Advanced Topics: Handling Cold Start and Sparsity in Recommendation Systems
• Case Studies and Best Practices in Personalized Product Recommendation

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
AI/ML Engineer (Recommendation Systems) Develops and implements neural network-based recommendation systems, focusing on personalization and optimization. High demand in e-commerce and media.
Data Scientist (Personalized Recommendations) Analyzes large datasets to build predictive models for personalized product recommendations. Requires expertise in neural networks and data visualization.
Machine Learning Engineer (Recommendation Engines) Designs, builds, and maintains recommendation engines using various neural network architectures. Strong programming and problem-solving skills are essential.
Software Engineer (Recommendation Systems) Integrates recommendation systems into existing software applications. Experience with cloud platforms and agile development is beneficial.

Key facts about Professional Certificate in Personalized Product Recommendations using Neural Networks

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This Professional Certificate in Personalized Product Recommendations using Neural Networks equips participants with the skills to build sophisticated recommendation systems. You'll master techniques leveraging deep learning and neural networks for creating highly personalized experiences, a crucial aspect of modern e-commerce and digital marketing.


Learning outcomes include a thorough understanding of collaborative filtering, content-based filtering, and hybrid approaches. You will gain practical experience in implementing these techniques using popular frameworks like TensorFlow and PyTorch, culminating in the development of a functional recommendation engine. The program also covers crucial aspects of data preprocessing, model evaluation, and deployment for real-world applications.


The program's duration is typically 8-12 weeks, with a flexible learning schedule designed to accommodate professionals' busy lives. This intensive yet manageable timeframe allows for focused learning and rapid skill acquisition in the fast-paced field of recommendation systems and AI.


This certificate holds significant industry relevance. The ability to build effective personalized product recommendation systems is highly sought after across various sectors, including e-commerce, entertainment streaming, and advertising. Graduates will be well-prepared for roles such as Data Scientist, Machine Learning Engineer, or Recommendation System Specialist, boosting their career prospects in the rapidly evolving landscape of artificial intelligence and data science.


The curriculum integrates real-world case studies and practical projects, focusing on advanced techniques like matrix factorization and deep learning architectures for recommendation systems. Participants will develop a strong portfolio showcasing their proficiency in building and deploying neural network-based recommendation engines, making them highly competitive candidates in the job market.

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Why this course?

A Professional Certificate in Personalized Product Recommendations using Neural Networks is increasingly significant in today's UK market. E-commerce dominates, with a recent study showing 80% of UK consumers making online purchases. This surge fuels demand for sophisticated recommendation systems to enhance customer experience and drive sales. The ability to leverage neural networks for personalized product recommendations is a highly sought-after skill. According to a recent survey, companies using AI-powered recommendations see a 30% uplift in conversion rates. This certificate equips professionals with the practical skills and knowledge to design, implement, and evaluate these systems, addressing the current industry needs for data-driven personalization.

Metric Value
Online Shoppers 80%
Conversion Rate Uplift 30%

Who should enrol in Professional Certificate in Personalized Product Recommendations using Neural Networks?

Ideal Audience for a Professional Certificate in Personalized Product Recommendations using Neural Networks Relevant UK Statistics
Data scientists and machine learning engineers seeking to enhance their skills in building advanced recommendation systems. This certificate leverages the power of neural networks for superior personalization. The UK tech sector is booming, with increasing demand for AI and machine learning specialists (Source: [Insert UK Statistic Source Here]).
E-commerce professionals aiming to boost sales and customer engagement by implementing cutting-edge recommendation strategies. Mastering this technique leads to improved conversion rates. Online retail contributes significantly to the UK economy, with millions of shoppers online daily (Source: [Insert UK Statistic Source Here]).
Marketing and analytics professionals who want to refine their understanding of customer behavior and personalize marketing campaigns. This program provides the practical application of neural networks in personalization. UK businesses are increasingly investing in data-driven marketing strategies for improved ROI (Source: [Insert UK Statistic Source Here]).
Graduates or professionals with a strong mathematical background looking to specialize in the field of AI. Our program provides a strong foundation in deep learning techniques like neural networks. The UK invests heavily in education and training related to AI and data science (Source: [Insert UK Statistic Source Here]).