DataHour: Designing an end-to-end Neural Search Pipeline with Similarity Learning

DataHour: Designing an end-to-end Neural Search Pipeline with Similarity Learning

18 Aug 202213:08pm - 18 Aug 202214:08pm

DataHour: Designing an end-to-end Neural Search Pipeline with Similarity Learning

About the Event

The good old world of search engines had been dominated by keyword-based search for ages. But it has reached its limits. Neural embeddings allow us to explore completely new areas, including visual and audio search. Thanks to publicly available pretrained models, everybody can reuse a particular network for their tasks. And that no longer requires dozens of GPUs or labeling millions of data points. Similarity learning is a modern approach that lowers the data requirements while keeping great performance. 

In this DataHour, Kacper is going to describe the basics and present how to create an end-to-end pipeline using specialized tools.

Prerequisites:  Enthusiasm for learning Data Science and basic understanding Neural Networks.

  1. Best articles get published on Analytics Vidhya’s Blog Space
  2. Best articles get published on Analytics Vidhya’s Blog Space
  3. Best articles get published on Analytics Vidhya’s Blog Space
  4. Best articles get published on Analytics Vidhya’s Blog Space
  5. Best articles get published on Analytics Vidhya’s Blog Space

Who is this DataHour for?

  1. Best articles get published on Analytics Vidhya’s Blog Space
  2. Best articles get published on Analytics Vidhya’s Blog Space
  3. Best articles get published on Analytics Vidhya’s Blog Space

About the Speaker

Kacper Łukawski

Kacper Łukawski

Developer Advocate at Qdrant

Kacper Łukawski is a Developer Advocate at Qdrant - an open-source neural search engine. His broad experience is mostly related to data engineering, machine learning, and software design. He has been actively contributing to the discussion on Artificial Intelligence by conducting lectures and workshops locally and internationally. Recently he’s been focusing on similarity learning and vector search.

Participate in discussion

Registration Details

9731

Registered

Become a Speaker

Share your vision, inspire change, and leave a mark on the industry. We're calling for innovators and thought leaders to speak at our event

  • Professional Exposure
  • Networking Opportunities
  • Thought Leadership
  • Knowledge Exchange
  • Leading-Edge Insights
  • Community Contribution