#apache_airflow #airflow #scheduling #job_automation #big_data
https://www.youtube.com/watch?v=Rm3_rDPTQgE
https://www.youtube.com/watch?v=Rm3_rDPTQgE
YouTube
Airflow, Spark, EMR - Building a Batch Data Pipeline by Emma Tang
Robust and user friendly data pipelines are at the foundation of powerful analytics, machine learning, and is at the core of allowing companies scale with their data. In this talk, we will walk through how to get started building a batch processing data pipeline…
#ml #pipeline #ml_pipeline #gpu #hadoop #hive #apache_spark #apache_airflow #tensorflow #apache_kafka #pytorch
https://www.youtube.com/watch?v=neb1C6JlEXc
https://www.youtube.com/watch?v=neb1C6JlEXc
YouTube
ROCm and Distributed Deep Learning on Spark and TensorFlowJim Dowling Logical Clocks AB,Ajit Mathews
ROCm, the Radeon Open Ecosystem, is an open-source software foundation for GPU computing on Linux. ROCm supports TensorFlow and PyTorch using MIOpen, a library of highly optimized GPU routines for deep learning. In this talk, we describe how Apache Spark…
#infrastructure #mle #apache_airflow #aws #l2r #ranking #learning_to_rank #google #team #bert #w2v #embeddings #complexity #complexity_per_layer #self_attention #rnn #linformer #big_bird
#indeed #team #Contextual_Embeddings
https://www.youtube.com/watch?v=2ipKSJBwriM&ab_channel=MLTArtificialIntelligence
#indeed #team #Contextual_Embeddings
https://www.youtube.com/watch?v=2ipKSJBwriM&ab_channel=MLTArtificialIntelligence
YouTube
Document Embeddings in Recommendation Systems
Talk by Jerry Chi, Data Science Manager at Indeed Tokyo. https://www.linkedin.com/in/jerrychi/
The talk includes:
* Brief overview of related concepts: Transformers, embeddings, and approximate nearest neighbors
* Using embeddings for retrieval vs. ranking…
The talk includes:
* Brief overview of related concepts: Transformers, embeddings, and approximate nearest neighbors
* Using embeddings for retrieval vs. ranking…