Course information

Recommendation System Training Course Outline

Module 1: Introduction to Recommender Systems

  • What is Recommender System?
  • Types of Recommender Systems
  • How Recommender System Works?
  • Challenges of Recommender System

Module 2: Collaborative Recommendation Approaches

  • Memory Based Approaches
  • Model-Based Approach
  • Python Implementation

Module 3: Content Based Recommendation

  • What is Content-Based Recommendation System?
  • User Profile
  • Item Profile
  • Utility Matrix

Module 4: Hybrid Recommendation

  • Hybridisation Recommendation System
  • Monolithic Hybridisation Design
  • Parallelised Hybridisation Design
  • Pipeline Hybridisation Design

Module 5: Evaluating Recommender Systems

  • Evaluation Methods
    • Experimental (Online Experiments)
    • Non-Experimental (Offline Experiments)
    • Simulation Experiments
  • Common Metrices

Show moredowndown

Who should attend this Recommendation System Training Course?

The Recommendation System Course is tailored for individuals working in the data science and analytics field to help them understand and implement recommendation algorithms effectively. The following are some professionals for whom this course can be beneficial:

  • Data Scientists
  • Machine Learning Engineers
  • Data Analysts
  • Software Developers
  • Product Managers
  • Business Analysts
  • UX/UI Designers

Prerequisites of the Recommendation System Training Course

There are no formal prerequisites for this Recommendation System Course.

Recommendation System Training Course Overview

Recommendation systems are integral to many online platforms, providing personalised suggestions to users and enhancing their experience. By analysing user data and behaviour, recommendation systems help businesses increase engagement and drive sales through tailored content delivery.

Proficiency in building and optimising recommendation systems is crucial for Data Scientists, Machine Learning Engineers, and other professionals involved in data analysis and product development. Mastering recommendation algorithms and techniques enables these professionals to create systems that understand user preferences, predict user behaviour, and provide relevant recommendations.

This intensive 1-day course equips delegates with fundamental concepts and practical skills in developing recommendation systems. Through hands-on workshops and expert-led sessions, delegates gain a comprehensive understanding of collaborative filtering, content-based filtering, and hybrid recommendation approaches. Delegates learn to implement recommendation algorithms, evaluate their performance, and optimise them for diverse real-world applications.

Course Objectives

  • To understand the foundational principles of recommendation systems and their importance
  • To explore various recommendation techniques, including collaborative filtering and content-based filtering
  • To apply machine learning algorithms in developing recommendation systems
  • To analyse and interpret recommendation system outputs for improved user experience
  • To optimise recommendation algorithms for better accuracy and performance
  • To comprehend ethical considerations in deploying recommendation systems

Upon completing this course, delegates will have acquired the knowledge and skills necessary to implement and optimise recommendation systems, making them invaluable assets in their professional fields.

Show moredowndown

What’s included in this Recommendation System Training Course?

  • World-Class Training Sessions from Experienced Instructors 
  • Recommendation System Certificate 
  • Digital Delegate Pack

Why choose us

Our Nottingham venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Nottingham is a city in Nottinghamshire, England and is around 30 miles south of Sheffield. Nottingham is most famous for its affiliation with Robin Hood and for its industries of bike and lace making and tobacco. Its population is around 310,000 people making it the second largest city in the Midlands. Schools in Nottingham are governed by the unitary authority of Nottingham and the Nottingham City Council. There are a large number of primary and secondary schools in Nottingham, including Alderman White School, The Holgate Academy, Rushcliffe School, Tuxford Academy, Serlby Park Academy and The Oakwood Academy.

There are several colleges, most of which were formed by the merging of lots of different smaller colleges. For example, Central College was formed when South Nottingham College and Castle College merged and New College was created when four small colleges joined together. There are several smaller academies and sixth-form colleges for educational purposes also. Independent schools also thrive in Nottingham; Nottingham High School was founded in 1513 and is the city’s oldest educational institute. There are two universities in Nottingham, the Nottingham Trent University and the University of Nottingham. These universities have a combined student population of around 61,000. Nottingham Trent University was founded in 1843 but only became a university in 1992 when the Nottingham Government School of Design was established. It is split over three different campuses across Nottingham.

The University of Nottingham is a public research university was founded in 1881 and has a variety of campuses in and around Nottingham, as well as some in China and Malaysia. It is most famous for its teaching in economics, law and pharmaceuticals as well as its teaching hospital, the Queen’s Medical Centre which is located outside Nottingham but still in the same county. Notable alumni include David Ross, co-founder of Carphone Warehouse, actress Ruth Wilson, actor Theo James and Nobel Prize winner Sir Clive Granger.

Popular searched areas in and around Nottingham include:-

  • Arnold
  • Beeston
  • Bingham
  • Bunny
  • Carlton
  • Carrington
  • Clifton
  • Dunkirk
  • Eastwood
  • Gotham
  • Holme Pierrepont
  • Hucknall
  • Langley Mill
  • Long Aaton
  • Newton
  • Redhill
  • Sherwood
  • West Bridgford
  • Westwood

 

Show moredown

Address

Nottingham

T: 01344203999

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Recommendation System Training in Nottingham. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Recommendation System Training in Nottingham, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Experience the most sought-after learning style with The Knowledge Academy's Recommendation System Training in Nottingham. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Recommendation System Training in Nottingham sessions.

best_trainers

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

venues

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

small_classes

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

value_for_money

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

tailored_learning_experience

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

budget

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

team_building

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

monitor_progress

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Recommendation System Training in Nottingham FAQs

Please arrive at the venue at 8:45am.
The training fees for Recommendation System Trainingin Nottingham starts from £1995
The Knowledge Academy is the Leading global training provider for Recommendation System Training.
Show more down

Why choose us

icon

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

icon

Many delivery methods

Flexible delivery methods are available depending on your learning style.

icon

High quality resources

Resources are included for a comprehensive learning experience.

barclays Logo
deloitte Logo
Thames Water Logo

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

santander logo
bmw Logo
Google Logo

Looking for more information on Artificial Intelligence & Machine Learning?

backBack to course information

Get a custom course package

We may not have any package deals available including this course. If you enquire or give us a call on 01344203999 and speak to our training experts, we should be able to help you with your requirements.

cross

BIGGEST
BLACK FRIDAY SALE!

red-starWHO WILL BE FUNDING THE COURSE?

close

close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.

close

close

Press esc to close

close close

Back to course information

Thank you for your enquiry!

One of our training experts will be in touch shortly to go overy your training requirements.

close close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.