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 Phoenix 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.

Phoenix has around 1,500,000 inhabitants and is the largest and capital city of Arizona. The city is the most popular state capital in the United States and is the 13th largest popular metro area. In 40 years the population of the metro area has grown around 4% per annum.  Phoenix is part of the valley of the sun area and the Salt River valley. The city has many developed industries including, cattle farming, cotton, and citrus. Phoenix has 15 urban divided villages with separate planning commities, these areas are known as neighbourhoods including Ahwatukee, Foothills, Alhambra, Camelback East, Central City, Deer Valley, Desert View and Encanto.Phoenix is divided into 29 public school districts, within the districts there are 21 elementary school districts, 4 high school districts and 4 unified districts. There are around 27,000 students who attend phoenix high schools in the district making it the biggest schooling district in the country.Glendale Union high school districts has around 9 high school with the second largest district in the phoenix union. Glendale districts includes Apollo, Cortez, Glendale, Greenway and Moon Valley.Tempe Union High School District has around 13,000 students covering six comprehensive schools. High schools in the district include Compadre, Corona del Sol, Desert Vista, Marcos de Niza, McClintock, Mountain Pointe, and Tempe High School.Phoenix’s main higher education institutes Is the Arizona State University with its main campus in Tempe and several campuses in Phoenix. The university has around 72,000 enrolled students being the largest public university in the United States. The university offers courses including accountancy, physical sciences, neuroscience, forensics, graphic design and art history.Arizona’s only medical school is the University Of Arizona College Of Medicine has around 600 students located on two campuses, the Tucson campus and Phoenix campus. The university provides the curriculum for a four year program. The university does not offer international students the chance to study.

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Address

Pheonix

T: +1 7204454674

Ways to take this course

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

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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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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Recommendation System Training in Phoenix FAQs

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The training fees for certification in Phoenix starts from $2495
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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"

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