We’re excited to bring you the latest and practical technology on AI, Machine Learning, Deep Learning, Data Science and Big Data.
Our goal is to congregate with AI enthusiasts from all over Salt Lake City to learn and practice AI tech, through tech talks, study jams, code labs etc.. we regularly invite tech leads from innovated companies, successful startups to share their practice experiences and practices in the world of AI, Cloud, Data, Blockchain.
If you’d like to speak at future meetups, co-promote your meetup or inquire about partnership opportunities, please feel free to reach out to us.
**this is online event, make sure to register here:
We are hosting a free virtual meetup. You can join from anywhere with zoom.
In this talk, I will present an overview of recommender systems, including traditional content based and collaborative filtering. I will also touch upon some current trends and breakthroughs in this area. I will then provide an overview of how we develop recommendations here at Etsy. Specifically, I will provide an overview of our journey from linear ranking models to a non- linear deep neural network ranking model, the challenges we faced and the lessons we learnt. I also plan to present our work on a novel custom objective function to build a recommendation model that jointly optimizes both relevance and profit.
This is online tech event, you can join from anywhere with zoom, please register and attend here:
We are hosting Free half-day online workshop on Explanations and ML Pipelines - ML in Production.
Explanations and ML Pipelines - ML in Production
Date: Jul. 23rd, 10am PT/1pm ET
In this workshop, we will cover 2 important aspects of applied machine learning systems - Explanations and Machine Learning Pipelines.
We will start with a technical talk on Explainable AI and cover the key methods to generate explanations.
After the technical talk, we will conduct a hands on workshop where we will cover how to set up ML data and re-training pipelines. We will cover both streaming and batch updates to data and how ML retraining pipelines can be set up to pick up the latest versions of a dataset. We will finish with generating explanations for models.
Agenda (US pacific time, GMT-7):
[10:00 - 10:10am] Welcome and workshop overview
[10:10 - 10:45am] Explainable AI - overview and science behind the different approaches
[10:45 - 11:45am] Hands on workshop
[11:45 - 12:00pm] Q&A and wrap up