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Collection of all articles on Data Engineering and Machine Learning
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DE & ML Digest
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DE & ML Digest
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Deciding Which Tasks Should Train Together in Multi-Task Neural Networks
Googleblog
Deciding Which Tasks Should Train Together in Multi-Task Neural Networks
DE & ML Digest
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Face Recognition using Principal Component Analysis
DE & ML Digest
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Grammar Correction as You Type, on Pixel 6
Google AI Blog
Grammar Correction as You Type, on Pixel 6
Posted by Tony Mak, Software Engineer, Google Research and Simon Tong, Principal Engineer, Google Research, Brain Team Despite the succes...
DE & ML Digest
ML
GoEmotions: A Dataset for Fine-Grained Emotion Classification
research.google
GoEmotions: A Dataset for Fine-Grained Emotion Classification
Posted by Dana Alon and Jeongwoo Ko, Software Engineers, Google Research Emotions are a key aspect of social interactions, influencing the way peop...
DE & ML Digest
ML
Self-Supervised Reversibility-Aware Reinforcement Learning
research.google
Self-Supervised Reversibility-Aware Reinforcement Learning
Posted by Johan Ferret, Student Researcher, Google Research, Brain Team An approach commonly used to train agents for a range of applications from ...
DE & ML Digest
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Another Step Towards Breakeven Fusion
research.google
Another Step Towards Breakeven Fusion
Posted by Ted Baltz, Senior Staff Software Engineer, Google Research For more than 70 years, plasma physicists have dreamed of controlled “breakeve...
DE & ML Digest
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Improved On-Device ML on Pixel 6, with Neural Architecture Search
research.google
Improved On-Device ML on Pixel 6, with Neural Architecture Search
Posted by Suyog Gupta and Marie White, Software Engineers, Google Research This fall Pixel 6 phones launched with Google Tensor, Google’s first mob...
DE & ML Digest
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Google at EMNLP 2021
Googleblog
Google at EMNLP 2021
DE & ML Digest
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Enhanced Sleep Sensing in Nest Hub
research.google
Enhanced Sleep Sensing in Nest Hub
Posted by Michael Dixon, Software Engineer and Reena Singhal Lee, Product Manager, Google Health Earlier this year, we launched Contactless Sleep S...
DE & ML Digest
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The Transformer Attention Mechanism
DE & ML Digest
ML
Model Ensembles Are Faster Than You Think
research.google
Model Ensembles Are Faster Than You Think
Posted by Xiaofang Wang, Intern and Yair Alon (prev. Movshovitz-Attias), Software Engineer, Google Research When building a deep model for a new ma...
DE & ML Digest
ML
The Transformer Model
DE & ML Digest
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RLiable: Towards Reliable Evaluation & Reporting in Reinforcement Learning
Googleblog
RLiable: Towards Reliable Evaluation & Reporting in Reinforcement Learning
DE & ML Digest
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Making Better Future Predictions by Watching Unlabeled Videos
research.google
Making Better Future Predictions by Watching Unlabeled Videos
Posted by Dave Epstein, Student Researcher and Chen Sun, Staff Research Scientist, Google Research Machine learning (ML) agents are increasingly de...
DE & ML Digest
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Using CNN for financial time series prediction
DE & ML Digest
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Predicting Text Readability from Scrolling Interactions
research.google
Predicting Text Readability from Scrolling Interactions
Posted by Sian Gooding, Intern, Google Research Illiteracy affects at least 773 million people globally, both young and old. For these individuals,...
DE & ML Digest
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An Open Source Vibrotactile Haptics Platform for On-Body Applications
research.google
An Open Source Vibrotactile Haptics Platform for On-Body Applications
Posted by Artem Dementyev, Hardware Engineer, Google Research Most wearable smart devices and mobile phones have the means to communicate with the ...
DE & ML Digest
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5 Advanced Tips on Python Sequences
KDnuggets
5 Advanced Tips on Python Sequences - KDnuggets
Notes from Fluent Python by Luciano Ramalho.
DE & ML Digest
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5 Tips to Get Your First Data Scientist Job
KDnuggets
5 Tips to Get Your First Data Scientist Job - KDnuggets
Read some of the key things the author has learned during the infamous job seeking stage.
DE & ML Digest
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Most Common SQL Mistakes on Data Science Interviews
KDnuggets
Most Common SQL Mistakes on Data Science Interviews - KDnuggets
Sure, we all make mistakes -- which can be a bit more painful when we are trying to get hired -- so check out these typical errors applicants make while answering SQL questions during data science interviews.
DE & ML Digest
ML
On-Device Deep Learning: PyTorch Mobile and TensorFlow Lite
KDnuggets
On-Device Deep Learning: PyTorch Mobile and TensorFlow Lite
PyTorch and TensorFlow are the two leading AI/ML Frameworks. In this article, we take a look at their on-device counterparts PyTorch Mobile and TensorFlow Lite and examine them more deeply from the perspective of someone who wishes to develop and deploy models…
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