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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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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
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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...
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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...
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Using CNN for financial time series prediction
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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,...
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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 ...
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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.
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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.
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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
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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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Top Stories, Nov 15-21: 19 Data Science Project Ideas for Beginners
KDnuggets
Top Stories, Nov 15-21: 19 Data Science Project Ideas for Beginners - KDnuggets
Also: How I Redesigned over 100 ETL into ELT Data Pipelines; Where NLP is heading; Don’t Waste Time Building Your Data Science Network; Data Scientists: How to Sell Your Project and Yourself
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Common Misconceptions About Differential Privacy
KDnuggets
Common Misconceptions About Differential Privacy - KDnuggets
This article will clarify some common misconceptions about differential privacy and what it guarantees.
DE & ML Digest
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Accelerating AI with MLOps
KDnuggets
Accelerating AI with MLOps - KDnuggets
Companies are racing to use AI, but despite its vast potential, most AI projects fail. Examining and resolving operational issues upfront can help AI initiatives reach their full potential.
DE & ML Digest
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Method of Lagrange Multipliers: The Theory Behind Support Vector Machines (Part 1: The Separable Case)
DE & ML Digest
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What’s the difference between a Data Scientist and a Data Analyst?
KDnuggets
What’s the difference between a Data Scientist and a Data Analyst? - KDnuggets
Find out the major differences between a Data Analyst and a Data Scientist, and read the author's pointers on what they would recommend you to do if you wish to make that transition from Data Analyst to Data Scientist.
DE & ML Digest
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Cartoon: Data Science for Thanksgiving
KDnuggets
Cartoon: Data Science for Thanksgiving - KDnuggets
A classic KDnuggets Thanksgiving cartoon examines the predicament of one group of fowl Data Scientists.
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Top 4 Data Integration Tools for Modern Enterprises
KDnuggets
Top 4 Data Integration Tools for Modern Enterprises - KDnuggets
Maintaining a centralized data repository can simplify your business intelligence initiatives. Here are four data integration tools that can make data more valuable for modern enterprises.
DE & ML Digest
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Can You Become a Data Scientist Online?
KDnuggets
Can You Become a Data Scientist Online? - KDnuggets
Until November 29th, you can join over 1.5 million students around the globe and gain the skills of successful data science professionals with unlimited annual access to the 365 Data Science Program at 72% OFF. Read on to learn more!
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