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 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.

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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 Washington D.C. 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.

Washington D.C is the capital of the United States and is a federal district. Washington has around 660,000 inhabitants living in the area.

Washington D.C is the home to a variety of universities such as the American University which is a private research university. The university is affiliated with the United Methodist Church. The university was established in 1893 and was approved by former President Benjamin Harrison. The university enrols around 13,000 students a year who are either undergraduate or graduate students. Students at American University have backgrounds of more than 150 nationalities. The American University is also very well known for its study abroad programs in which students can participate in a number of programs around the world.

The George Washington University is another university located in Washington D.C. The university is a private research university and is the largest institution in the District of Columbia. The George Washington University was established in 1821. The university currently has around 25,300 students in attendance with the majority of those studying postgraduate degrees. Some of the courses available at the George Washington University include; Arts, Science, Business, International Affairs, Public Health, Professional Studies, Engineering, Applied Sciences, Nursing and Medicine, Politics and Law.

Another university located in Washington D.C is the Gallaudet University which is a private university for deaf and hard of hearing students. The university has around 2,000 students in attendance. Gallaudet was established in 1864 and was originally a grammar school for deaf and blind children until it became the university. Gallaudet is famous for being the only university that primarily teaches classes specifically accommodated to deaf and hard of hearing students. The university is bilingual using American Sign Language (ASL) and English.

Georgetown University is a private research university in Washington and was established in 1789 making it the oldest catholic and Jesuit institute in the United States. There are around 18,000 students who attend the university each year and study a variety of degrees. Some notable alumni from Georgetown University include eight former heads of state, Bill Clinton, Bradley Cooper and a variety of others. 

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Address

AdvantEdge Business Centres,

5335 Wisconsin Avenue,

Suite 650,

Washington D.C

United States

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 Washington D.C.. 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 Washington D.C., 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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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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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 Washington D.C. FAQs

Please arrive at the venue at 8:45am.
The training fees for Recommendation System Trainingin Washington D.C. starts from $2495
The Knowledge Academy is the Leading global training provider for Recommendation System Training.
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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"

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