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
Using subgraphs for more expressive GNNs
Medium
Using subgraphs for more expressive GNNs
GNNs have limited expressive power due to their equivalence to WL test. Recent works show how to improve expressivity by using subgraphs.
DE & ML Digest
ML
How to Deploy Large-Size Deep Learning Models Into Production?
Medium
How to Deploy Large-Size Deep Learning Models Into Production?
Deploy Deep Learning models with GB sizes of training, and host them online as a business production.
DE & ML Digest
ML
A 2021 NLP Retrospective
Medium
A 2021 NLP Retrospective
’Tis the season to review some of the year’s highlights in Natural Language Processing
DE & ML Digest
ML
How to find all solutions to the SUBSET-SUM problem
Medium
How to find all solutions to the SUBSET-SUM problem
A dynamic programming solution that works for negative, positive, and repeating numbers
DE & ML Digest
ML
Medical Imaging with Azure Machine Learning
Medium
Medical Imaging with Azure Machine Learning
How Azure ML can be leveraged to support medical imaging use cases in areas like data, model management, deployment and MLOps
DE & ML Digest
ML
An intuitive guide: How Entropy connects to Cross Entropy
Medium
An intuitive guide: How Entropy connects to Cross Entropy
Hi there!
DE & ML Digest
ML
7 Applications of Auto-Encoders every Data Scientist should know
Medium
7 Applications of Auto-Encoders every Data Scientist should know
Essential guide to Auto-Encoders and its usage
DE & ML Digest
ML
Fish Weight Prediction (Regression Analysis for beginners) — Part 1
Medium
Fish Weight Prediction (Regression Analysis for beginners) — Part 1
How to build an ML regression model using the top linear ML algorithms (Linear Regression, Lasso Regression, and Ridge Regression)
DE & ML Digest
Big Data
Intelligent data as a service (iDaaS) - Architectural introduction
dzone.com
Intelligent data as a service (iDaaS) - Architectural introduction - DZone Big Data
The last few months we have been digging deeply into the world of healthcare architectures with a focus on presenting access to ways of mapping successful im...
DE & ML Digest
Big Data
Best Ways To Improve Data Processing at the Edge
dzone.com
Best Ways To Improve Data Processing at the Edge - DZone Big Data
Implementing edge computing best practices helps companies optimize edge environments. Here are some best practices for improving data processing at the edge
DE & ML Digest
ML
12 Data Plot Types for Visualisation from Concept to Code
Analytics Vidhya
Types of Plots: Visualization from Concept to Code
Explore 12 essential data plot types for visualization, including bar graphs, line graphs, and scatter plots. Enhance your data analysis skills today!
DE & ML Digest
ML
Traffic Signs Recognition using CNN and Keras in Python
Analytics Vidhya
Traffic Signs Recognition using CNN and Keras in Python
In this Deep Learning project, we will build a model for the classification of traffic signs recognition using CNN and Keras library.
DE & ML Digest
ML
The Chatbot Transformation: From Failure to the Future
KDnuggets
The Chatbot Transformation: From Failure to the Future - KDnuggets
The all-knowing chatbots we once thought to be the future have been replaced by specialized bots, and the results are outstanding.
DE & ML Digest
ML
Why we will always need humans to train AI — sometimes in real-time
KDnuggets
Why we will always need humans to train AI — sometimes in real-time
Customizable, real-time data labeling pipelines that can continuously receive and process unlabeled data are necessary to train and perfect the AI that impacts our lives and daily conveniences.
DE & ML Digest
ML
Why Wasn’t Data Engineering Popular Before Data Science?
Medium
Why Wasn’t Data Engineering Popular Before Data Science?
An analysis of the forces driving data engineering into the limelight
DE & ML Digest
ML
Wrapping up the Papers with Code ML Reproducibility Challenge — Spring 2021
Medium
Wrapping up the Papers with Code ML Reproducibility Challenge — Spring 2021
The Spring 2021 edition of the ML Reproducibility Challenge is officially over, and we have some inspiring projects contributed by the…
DE & ML Digest
ML
Leap from Matplotlib to Plotly: A Hands-On Tutorial for Beginners
Medium
Leap from Matplotlib to Plotly: A Hands-On Tutorial for Beginners
A Step-by-Step Guide to Create an Interactive Combo Chart with Customized Tooltips and Range Slider Using Plotly
DE & ML Digest
ML
A Comprehensive Guide on Fourier Analysis
Analytics Vidhya
A Comprehensive Guide on Fourier Analysis
The importance of the Fourier analysis is paramount. It is one of the pillars of engineering. We can say it is a study of "atoms of waves".
DE & ML Digest
ML
Mini-Datathon: The platform you need for your Data Science hackathon
Medium
Mini-Datathon: The platform you need for your Data Science hackathon
5 steps, that’s all it takes!
DE & ML Digest
ML
5 Common SQL Problems For You To Crush
Medium
5 Common SQL Problems For You To Crush
Know these problems in detail and understand the approaches to solve them easily
DE & ML Digest
ML
Intent Classification with Convolutional Neural Networks
Analytics Vidhya
Intent Classification with Convolutional Neural Networks
Intent classification with CNN is where spam and non-spam email classification, detection of hate speech in social media posts.
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