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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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Revisiting Mask-Head Architectures for Novel Class Instance Segmentation
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Toward Fast and Accurate Neural Networks for Image Recognition
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Announcing WIT: A Wikipedia-Based Image-Text Dataset
Google AI Blog
Announcing WIT: A Wikipedia-Based Image-Text Dataset
Posted by Krishna Srinivasan, Software Engineer and Karthik Raman, Research Scientist, Google Research Multimodal visio-linguistic models...
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Pathdreamer: A World Model for Indoor Navigation
Google AI Blog
Pathdreamer: A World Model for Indoor Navigation
Posted by Jing Yu Koh, Research Engineer and Peter Anderson, Senior Research Scientist, Google Research When a person navigates around an...
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High-Quality, Robust and Responsible Direct Speech-to-Speech Translation
Google AI Blog
High-Quality, Robust and Responsible Direct Speech-to-Speech Translation
Posted by Ye Jia and Michelle Tadmor Ramanovich, Software Engineers, Google Research Speech-to-speech translation (S2ST) is key to breaki...
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How to Learn Python for Machine Learning
MachineLearningMastery.com
How to Learn Python for Machine Learning - MachineLearningMastery.com
Python has become a de facto lingua franca for machine learning. It is not a difficult language to learn, but if you are not particularly familiar with the language, there are some tips that can help you learn faster or better. In this post, you will discover…
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Understanding Simple Recurrent Neural Networks In Keras
MachineLearningMastery.com
Understanding Simple Recurrent Neural Networks in Keras - MachineLearningMastery.com
This tutorial is designed for anyone looking for an understanding of how recurrent neural networks (RNN) work and how to use them via the Keras deep learning library. While the Keras library provides all the methods required for solving problems and building…
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Improving Generalization in Reinforcement Learning using Policy Similarity Embeddings
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Efficient Partitioning of Road Networks
Google AI Blog
Efficient Partitioning of Road Networks
Posted by Ali Kemal Sinop, Senior Research Scientist, Google Research and Mahmuda Ahmed, Senior Software Engineer, Google Maps Design tec...
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FedJAX: Federated Learning Simulation with JAX
Google AI Blog
FedJAX: Federated Learning Simulation with JAX
Posted by Jae Hun Ro, Software Engineer and Ananda Theertha Suresh, Research Scientist, Google Research Federated learning is a machine ...
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A Tour of Attention-Based Architectures
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Introducing FLAN: More generalizable Language Models with Instruction Fine-Tuning
Google AI Blog
Introducing FLAN: More generalizable Language Models with Instruction Fine-Tuning
Posted by Maarten Bosma, Research Engineer and Jason Wei, AI Resident, Google Research For a machine learning model to generate meaningfu...
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Optimization for Machine Learning Crash Course
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Finding Complex Metal Oxides for Technology Advancement
Google AI Blog
Finding Complex Metal Oxides for Technology Advancement
Posted by Lusann Yang, Software Engineer, Google Research, Applied Science Team A crystalline material has atoms systematically arranged...
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Adding A Custom Attention Layer To Recurrent Neural Network In Keras
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Google at ICCV 2021
Google AI Blog
Google at ICCV 2021
Posted by Cat Armato, Program Manager, Google Research The International Conference on Computer Vision 2021 (ICCV 2021), one of the worl...
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How to Create an Interactive Dashboard in Three Steps with KNIME Analytics Platform
KDnuggets
How to Create an Interactive Dashboard in Three Steps with KNIME Analytics Platform - KDnuggets
In this blog post I will show you how to build a simple, but useful and good-looking dashboard to present your data - in three simple steps!
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Top Stories, Oct 11-17: Query Your Pandas DataFrames with SQL
KDnuggets
Top Stories, Oct 11-17: Query Your Pandas DataFrames with SQL - KDnuggets
Also: How to Ace Data Science Interview by Working on Portfolio Projects; AutoML: An Introduction Using Auto-Sklearn and Auto-PyTorch; How to Build Strong Data Science Portfolio as a Beginner; 8 Must-Have Git Commands for Data Scientists
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11 Most Practical Data Science Skills for 2022
KDnuggets
11 Most Practical Data Science Skills for 2022 - KDnuggets
While the field of data science continues to evolve with exciting new progress in analytical approaches and machine learning, there remain a core set of skills that are foundational for all general practitioners and specialists, especially those who want…
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How Data Professionals Can Impress Even When Busy
KDnuggets
How Data Professionals Can Impress Even When Busy - KDnuggets
While there may be plenty of room for advancement even when busy, how to achieve that isn’t always clear. In that spirit, here are five ways you can impress your company leadership.
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Principal Component Analysis for Visualization
MachineLearningMastery.com
Principal Component Analysis for Visualization - MachineLearningMastery.com
Principal component analysis (PCA) is an unsupervised machine learning technique. Perhaps the most popular use of principal component analysis is dimensionality reduction. Besides using PCA as a data preparation technique, we can also use it to help visualize…
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