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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
ML
Face Recognition using Principal Component Analysis
DE & ML Digest
ML
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
ML
The Transformer Attention Mechanism
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
The Transformer Model
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
ML
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
ML
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
ML
Google at EMNLP 2021
Googleblog
Google at EMNLP 2021
DE & ML Digest
ML
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
ML
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
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
Data Scientists: How to Sell Your Project and Yourself
KDnuggets
Data Scientists: How to Sell Your Project and Yourself - KDnuggets
Follow this formula for the perfect elevator pitch.
DE & ML Digest
ML
Where NLP is heading
KDnuggets
Where NLP is heading - KDnuggets
Natural language processing research and applications are moving forward rapidly. Several trends have emerged on this progress, and point to a future of more exciting possibilities and interesting opportunities in the field.
DE & ML Digest
ML
Using CNN for financial time series prediction
DE & ML Digest
ML
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
ML
Visualizing the vanishing gradient problem
DE & ML Digest
Big Data
If I wanted to own and sell my own data, how would you do it? Is it even possible?
reddit
If I wanted to own and sell my own data, how would you do it? Is...
Posted in r/bigdata by u/csezer163 • 3 points and 7 comments
DE & ML Digest
ML
How to Collect a Reddit Dataset
Medium
How to Collect a Reddit Dataset
Using PSAW and PRAW in Python
DE & ML Digest
ML
Distillation of BERT-like models: the theory
Medium
Distillation of BERT-Like Models: The Theory
Let’s take a look at how we can apply DistilBERT’s reasoning to distil any of our own BERT-like models.
DE & ML Digest
ML
3 Signs You Could Be a Great Analytics Engineer
Medium
3 Signs You Could Be a Great Analytics Engineer
If you have these skills, it may be time to give this new role a try.
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