DE & ML Digest – Telegram
DE & ML Digest
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Collection of all articles on Data Engineering and Machine Learning

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DE & ML Digest
120 subscribers
DE & ML Digest
ML
The Transformer Attention Mechanism
59 views
DE & ML Digest
ML
Using Singular Value Decomposition to Build a Recommender System
65 views
DE & ML Digest
ML
The Transformer Model
81 views
DE & ML Digest
ML
A Gentle Introduction to Vector Space Models
MachineLearningMastery.com
A Gentle Introduction to Vector Space Models - MachineLearningMastery.com
Vector space models are to consider the relationship between data that are represented by vectors. It is popular in information retrieval systems but also useful for other purposes. Generally, this allows us to compare the similarity of two vectors from a…
135 views
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 ...
102 views
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...
97 views
DE & ML Digest
ML
Google at EMNLP 2021
Googleblog
Google at EMNLP 2021
105 views
DE & ML Digest
ML
Using CNN for financial time series prediction
142 views
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...
164 views
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...
176 views
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...
203 views
DE & ML Digest
ML
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,...
237 views
DE & ML Digest
ML
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 ...
261 views
DE & ML Digest
ML
Analyzing Scientific Articles with fine-tuned SciBERT NER Model and Neo4j
KDnuggets
Analyzing Scientific Articles with fine-tuned SciBERT NER Model and Neo4j
In this article, we will be analyzing a dataset of scientific abstracts using the Neo4j Graph database and a fine-tuned SciBERT model.
283 views
DE & ML Digest
ML
KDnuggets
Avoid These Mistakes with Time Series Forecasting - KDnuggets
A few checks to make before training a Machine Learning model on data that could be random.
348 views
DE & ML Digest
ML
blog.research.google
Decisiveness in Imitation Learning for Robots
433 views
DE & ML Digest
ML
KDnuggets
How to Use Permutation Tests - KDnuggets
A walkthrough of permutation tests and how they can be applied to time series data.
447 views
DE & ML Digest
ML
research.google
Predicting Text Selections with Federated Learning
Posted by Florian Hartmann, Software Engineer, Google Research Smart Text Selection, launched in 2017 as part of Android O, is one of Android’s mos...
452 views
DE & ML Digest
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DE & ML Digest
📌 Mozilla fixes Firefox zero-day actively exploited in attacks

Hey there! Mozilla has recently patched a zero-day vulnerability in Firefox that was being actively exploited in attacks. This fix is super important for keeping your browsing experience safe and secure. Stay updated and make sure your Firefox browser is up to date to protect yourself against potential threats. Stay safe online, folks! 🛡🔒

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BleepingComputer
Mozilla fixes Firefox zero-day actively exploited in attacks
Mozilla has issued an emergency security update for the Firefox browser to address a critical use-after-free vulnerability that is currently exploited in attacks.
52 views
DE & ML Digest
📌 Amazon EMR on EC2 cost optimization: How a global financial services provider reduced costs by 30%

A global financial services provider reduced their Amazon EMR, EC2, and S3 costs by over 30% monthly by optimizing their setup on AWS. They migrated Apache Hadoop clusters to Amazon EMR on EC2 and collaborated with DevOps teams to implement cost-saving strategies. By enforcing auto-termination, optimizing scaling configurations, using Spot Instances, and fine-tuning Spark and HBase setups, they achieved significant cost reductions. A financial hackathon further helped identify and implement data-driven cost optimization strategies, leading to a 30% reduction in monthly costs over 3 months.

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Amazon
Amazon EMR on EC2 cost optimization: How a global financial services provider reduced costs by 30% | Amazon Web Services
In this post, we highlight key lessons learned while helping a global financial services provider migrate their Apache Hadoop clusters to AWS and best practices that helped reduce their Amazon EMR, Amazon Elastic Compute Cloud (Amazon EC2), and Amazon Simple…
56 views