schedule Aug 7th 10:00 AM - 06:00 PM place Mars people 75 Interested add_circle_outline Notify

In this workshop, we will understand the algorithms behind recommender systems in different domains and gain an appreciation for how the domain impacts the approach used. Attendees will be creating recommenders using user item matrices, news and graphs gaining an understanding of collaborative and content-based filtering, text representation, matrix factorization, and random walks.

 
 

Learning Outcome

In this workshop, we will understand the algorithms behind recommender systems in different domains and gain an appreciation for how the domain impacts the approach used.

Target Audience

Data Scientists, Data Engineers, Data Specialists, Machine Learning Engineers, Data Science Enthusiasts

Prerequisites for Attendees

Please make sure you have the following installed on your machine:

  • bumpy
  • scipy
  • scikitlearn
schedule Submitted 5 months ago

Public Feedback

comment Suggest improvements to the Speaker
  • Dr. Vikas Agrawal
    By Dr. Vikas Agrawal  ~  5 months ago
    reply Reply

    Dear Dr. Sarab: This is an awesome workshop, one of the first such workshops being held in India. I look forward to it.

    Warm Regards

    Vikas

  • Karrtik Iyer
    By Karrtik Iyer  ~  3 months ago
    reply Reply

    I like these aspects of the submission, and they should be retained:

    • I liked the breadth of the topics which were covered.
    • Liked Dr. Sarbjot Singh's way of covering various topics

    I think the submission could be improved by:

    • The category of this session can be changed to intermediate instead of beginner.
    • Some pre-read for this session would make it more effective.
    • The github repo with code snippets can be shared in advance.
  • Karrtik Iyer
    By Karrtik Iyer  ~  3 months ago
    reply Reply

    @Dr. Sarbjot : Request you to share the PPT and other reference materials around this workshop.

  • Avinash Maddula
    By Avinash Maddula  ~  3 months ago
    reply Reply

    Request you to share the materials of this session

    • Dr. Sarabjot Singh Anand
      By Dr. Sarabjot Singh Anand  ~  3 months ago
      reply Reply

      Sure. Let me figure out the best way to do so. I guess the conference organisers will be the best connect here.