Applying NLP and Machine Learning to Classify Tubi User Feedback

This article explains how Tubi leverages natural‑language processing, sentence embeddings (USE and BERT), and LightGBM models to automatically categorize large volumes of Net Promoter Score comments and customer‑support tickets, enabling data‑driven product decisions and workflow automation.

LightGBMNLPTubi

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Applying NLP and Machine Learning to Classify Tubi User Feedback

Bitu Technology

Mar 1, 2022 · Product Management

US Streaming Industry Insights and Outlook: AVOD Growth, Tubi 2021 Performance, and Pandemic Impact

The article analyzes the rapid rise of ad‑supported streaming (AVOD) in the United States, highlighting Tubi's 2021 viewership surge, pandemic‑driven user behavior shifts, demographic trends, advertising revenue growth, and future content and hiring plans.

AVODAdvertisingMarket Trends

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US Streaming Industry Insights and Outlook: AVOD Growth, Tubi 2021 Performance, and Pandemic Impact

Bitu Technology

Oct 10, 2018 · Artificial Intelligence

Using LSTM for Video Recommendation at Tubi: Model, Training, and Results

This article describes Tubi's experiment with a Long Short‑Term Memory (LSTM) based recommender, covering the model architecture, training setup, performance metrics, and observed recommendation improvements on their video streaming platform.

LSTMTubiVideo Streaming

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Using LSTM for Video Recommendation at Tubi: Model, Training, and Results