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 New Delhi 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.

New Delhi is one of the districts within Delhi, as well as it being the capital city of India, it is also the home to the Government of the National Capital Territory of Delhi and some of the branches of the Government of India, these being the judiciary, executive and legislative branches and is also home to around 249,998 people. The capital of India - New Delhi was initiated within 1931 by Viceroy Lord Irwin however formed during 1911 by George V, who was the King of the United Kingdom as well as the Emperor of India and his British architects Sir Herbert Baker and Sir Edwin Lutyens formed the foundation stone and announced the capital city of India would be changed. The primary schools and secondary schools within New Delhi are either run privately or by the government and as of 2004 to 2005 there was around 1.5 million students going through the educational system within 2416 primary schools, 822,00 students in 715 middle schools and 669,000 students in 1576 secondary schools and around 500,000 students within 165 universities and colleges. All universities are either state, deemed or central universities, The top universities within New Delhi are the Jamia Millia Islamia, the University of Delhi, Indian Statistical Institute, National Law University, Jawaharlal Nehru University, Guru Gobind Singh Indraprastha University, Ambedkar University Delhi, Jamia Hamdard, Delhi Technological University – which is the first Engineering college within Delhi and one of the oldest in India, the Indira Gandhi National Open University is the largest national university in the world with over 4 million students, New Delhi is also home to the Indian Agricultural Research Institute, Pusa, New Delhi, Premier institute for agricultural research and education in India. The university courses and programs can offer different types of degrees such an undergraduate and post graduate courses, Bachelor courses and Scholarships, New Delhi prides itself on its premier institutions as the teaching and researching they do means that within 2011 the census recorded the literacy rate for females as 80.9% and for males it was slightly higher at 91.0% with an overall literacy rate of 86.3%. Subjects within the different universities can include, social sciences, engineering, humanities, technology, sports, law, social work, arts, management, education, computer information technology, foreign languages, mathematical science, dentistry and medical. 

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Address

Pioneer Institute of Education and Computer Studies
F322/A, 3rd Floor
Adarsh House (Above PNB Bank)
Old MB Road
Lado Sarai
New Delhi
110030

T: +91 8037244591

Ways to take this course

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

Please arrive at the venue at 8:45am.
The training fees for Recommendation System Trainingin New Delhi starts from INR14995
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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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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