ML Recommender Systems: 4 Key Insights From apply(recsys)

February 13, 2023 by

Recommender systems are a widespread use case for machine learning, but despite their ubiquity, approaches and best practices for building them are still developing, especially for real-time ML. Tecton’s apply(recsys) conference brought together …

EventsRecommender Systems

6 Themes From the May 2022 apply() Conference

November 16, 2022 by

apply() is Tecton’s ML data engineering conference that discusses how teams can include ML in their products. Discover 6 themes in our recap of the May 2022 apply() conference.

Events

apply(meetup): Announcing the Speaker Lineup for February 10

January 27, 2022 by

We're excited to host the next apply(meetup) this February 10th from 8:30 am to 1:30 pm PT. The event is free and entirely virtual, making it easy for everyone to attend and participate.

Events

apply(meetup): Announcing the Speaker Lineup for August 11

July 20, 2021 by

Here we go again! It seems like just yesterday we were hosting the first iteration of apply(). Now back by popular demand, we’re hosting apply(meetup) on August 11th from 9am to 12pm Pacific Time

Events

apply() Highlight: How to Use Fast & Fresh Features for Online Predictions

July 7, 2021 by

Online inference can significantly increase the impact of a machine learning model by incorporating fresh data. For example, if we’re building product recommendations for an e-commerce site, our model will benefit from information about what …

Events

apply() Highlight: How Feature Logging Enables Real-Time ML

June 17, 2021 by

Generating training data for an online, real-time machine learning system can be tricky. In order to guard against temporal data leakage, training events must use only historical features that were valid as of that point in time. This requires …

EventsTutorials

apply() Conference Recap

May 25, 2021 by

Last month, on April 21 and 22, Tecton hosted apply(): the ML data engineering conference to share the latest best practices in ML data engineering. The conference brought together industry thought leaders and practitioners from over 30 leading …

Events

Announcing apply()’s Speaker Lineup

March 31, 2021 by

Tecton is hosting apply(): the ML Data Engineering conference on April 21 and 22, bringing together industry thought leaders and practitioners from over 30 organizations to share and discuss the current and future state of ML data engineering. This …

Events