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

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Who should attend this Recommendation System Training Course?

The Recommendation System Course is a specialised course that focuses on training professionals and enthusiasts in designing, implementing, and optimising Recommendation Systems. The following professionals will benefit greatly from this course:

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

Prerequisites of the Recommendation System Training Course

There are no formal prerequisites for this Recommendation System Course. 

Recommendation System Training​ Course Overview

A Recommendation system is an extensive class of web applications comprising predicting the user responses to the options. It is a data filtering tool that analyses historical data for predicting what users will be interested in and create accurate recommendations. This system is mostly used in social media, e-commerce platforms, and content-based services. This Recommendation System Training is designed to equip delegates with a knowledge of all the fundamental techniques in the recommender system.

In this Recommendation System Training, delegates will learn about basic concepts of recommendation systems. Delegates will get an understanding of model-based and preprocessing-based approaches. In addition, delegates will learn how to interact with constraint and case-based recommenders.

During this 1-day training, delegates will gain extensive knowledge of hybrid recommendation approaches. This course will introduce delegates to explanations in constraint, case, and collaborative based recommenders. Post completion of this course, delegates will be able to evaluate recommender systems.

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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 Hamilton City 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.

Hamilton is the most populous city situated in the North Island of New Zealand. Hamilton homes around 154,000 people making it the fourth most populous country in New Zealand. Education and Research play a huge part in Hamilton’s economy. The city is home to around 40,000 higher education students and 1,000 PhD qualified scientists. There are three main universities in Hamilton, the University of Waikato, Waikato Institute of Technology and Te Wananga o Aotearoa. As well as the higher education, Hamilton is also home to a number of Kura Kaupapa Maori schools which offer education in the Maori language. The University of Waikato is a comprehensive university in Hamilton. The University was established in 1964 and was the first university in New Zealand be designed from scratch. The university houses around 10,000 students who can study a variety of subjects, such as Arts, Social Sciences, Computing and Mathematical Science, Education, Law and Engineering. The University of Waikato produced many notable alumni such as Nathan Cohen who is a two time world champion and Olympic champion in rowing. The Waikato Institute of Technology has around 20,000 students. The institute offers students 10 degree programs, 35 diplomas and 12 postgraduate qualifications. The Waikato Institute of Technology has three campuses in Hamilton, which all specialise in various areas, such as engineering, science, technology, sport, health and tourism. The institute works closely with employers to ensure students are work ready when they leave the institution. Te Wananga o Aoteraroa is a specialised university that focus of giving a positive learning experience to students who have previously had negative experiences with the education system. The University if a Maori led institute and focus strongly on Maori traditions and values. Te Wananga o Aotearoa is currently one of the largest tertiary education providers in New Zealand. The Institute caters to around 35,000 students each year and has more than 100 sites. Te Wananga o Aotearoa was established in 1983 to provide education for students whose needs are not being met in mainstream education. 

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Address

The Knowledge Academy Hamilton City

Hamilton,

3240,

New Zealand

T: +64 98874342

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Recommendation System Training in Hamilton City. 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 Hamilton City, 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 Hamilton City. 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 Hamilton City sessions.

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Highly experienced trainers

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

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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

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Small class sizes

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

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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.

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Tailored learning experience

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

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Maximise your training budget

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

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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

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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 Hamilton City FAQs

Please arrive at the venue at 8:45am.
There are no prerequisites to attend this course.
Anyone wishes to have a comprehensive knowledge of Recommendation system can attend this course. This course is well-suited for: Machine Learning Engineers, Data engineers and Scientists, Data Analysts.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 1 day.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The training fees for Recommendation System Training certification in Hamilton City starts from NZD4095
The Knowledge Academy is the Leading global training provider for Recommendation System Training.
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Why choose us

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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.

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"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

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