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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
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What Apple’s Weather App Can Teach us About Data Visualization
Medium
What Apple’s Weather App Can Teach us About Data Visualization
Three lessons that you can apply to your next visualization, dashboard, or presentation
DE & ML Digest
ML
The Shapley Value for ML Models
Medium
The Shapley Value for ML Models
What is a Shapley value, and why is it crucial to many explainability techniques?
DE & ML Digest
ML
Apply Instrumental Variables Method in Causal Analysis
Medium
Apply Instrumental Variables Method in Causal Analysis
With a focus on the experimentation illustrated by an example
DE & ML Digest
ML
Simple steps to create custom colormaps in Python
Medium
Simple steps to create custom colormaps in Python
Creating any colormap at your wills
DE & ML Digest
Big Data
Amazon RDS Custom for Oracle – New Control Capabilities in Database Environment
Amazon
Amazon RDS Custom for Oracle – New Control Capabilities in Database Environment | Amazon Web Services
Managing databases in self-managed environments such as on premises or Amazon Elastic Compute Cloud (Amazon EC2) requires customers to spend time and resources doing database administration tasks such as provisioning, scaling, patching, backups, and configuring…
DE & ML Digest
Big Data
Infrastructure and data issues hamper companies adopting AI, study finds
VentureBeat
Infrastructure and data issues hamper companies adopting AI, study finds
According to a new survey from Run:AI, companies are hampered in their AI adoption efforts by data and infrastructure issues.
DE & ML Digest
Big Data
AWS Local Zones Are Now Open in Las Vegas, New York City, and Portland
Amazon
AWS Local Zones Are Now Open in Las Vegas, New York City, and Portland | Amazon Web Services
Today, we are opening three new AWS Local Zones in Las Vegas, New York City (located in New Jersey), and Portland metro areas. We are now at a total of 14 Local Zones in 13 cities since Jeff Barr announced the first Local Zone in Los Angeles in December 2019.…
DE & ML Digest
Big Data
Apache Spark 3.2 Release: Main Features and What's New for Spark-on-Kubernetes - Data Mechanics Blog
reddit
Apache Spark 3.2 Release: Main Features and What's New for...
Posted in r/bigdata by u/JY-DataMechanics • 6 points and 0 comments
DE & ML Digest
ML
Transfer Learning: The Highest Leverage Deep Learning Skill You Can Learn.
Medium
Transfer Learning: The Highest Leverage Deep Learning Skill You Can Learn.
Transfer learning is an amazing way to speed up deep learning training. It helps solve complex problems with pre-existing knowledge.
DE & ML Digest
ML
The What, Why, and How of Model Drift
Medium
The What, Why, and How of Model Drift
Identifying types of model drift, detection techniques, preventative measures, and remedies
DE & ML Digest
ML
Full Deep Learning Portfolio Project Part 2
Medium
Full Deep Learning Portfolio Project Part 2
Creating a Deployable Web Application with Flask and HTML
DE & ML Digest
ML
Building Modern and Lightweight NLP Python Interfaces with HTML/CSS
Medium
Building Modern and Lightweight NLP Python Interfaces with HTML/CSS
How to merge Python and Web Design to create beautiful and powerful GUIs in no time.
DE & ML Digest
ML
How To Use A Multinoulli Distribution In A Quantum Bayesian Network
Medium
How To Use A Multinoulli Distribution In A Quantum Bayesian Network
A practical guide to Quantum Machine Learning
DE & ML Digest
ML
31 Datasets For Your Next Data Science Project
Medium
31 Datasets For Your Next Data Science Project
A compilation of task-based datasets that you can use for building your next data science project
DE & ML Digest
ML
Falling in Love with SQL Again
Medium
Falling in Love with SQL Again
By harnessing the power of Common Table Expressions
DE & ML Digest
ML
Using Complex Networks to improve Machine Learning methods
Medium
Using Complex Networks to improve Machine Learning methods
Using the High-Level Data Classification Algorithm to leverage topological characteristics of the data
DE & ML Digest
ML
Getting Started with PyTorch Lightning
KDnuggets
Getting Started with PyTorch Lightning - KDnuggets
As a library designed for production research, PyTorch Lightning streamlines hardware support and distributed training as well, and we’ll show how easy it is to move training to a GPU toward the end.
DE & ML Digest
ML
Use Voting Classifier to improve the performance of your ML model
Medium
Use Voting Classifier to improve the performance of your ML model
Essential guide to Voting Classifier Ensemble
DE & ML Digest
ML
Let’s Learn List Comprehension with a Lots of Examples: Efficient Python Programming
Medium
Let’s Learn List Comprehension with a Lots of Examples: Efficient Python Programming
Make Your Python Code Compact and Faster
DE & ML Digest
ML
Export Data from the Web Scraping Tool through Zapier Integration
KDnuggets
Export Data from the Web Scraping Tool through Zapier Integration - KDnuggets
Octoparse makes it easy to collect data from websites and automate workflows on the web. Zapier is an online platform that allows you to automate workflows by connecting the apps and services you use. Zapier connection, the new feature in Octoparse, makes…
DE & ML Digest
Big Data
New – EC2 Instances Powered by Gaudi Accelerators for Training Deep Learning Models
Amazon
New – EC2 Instances Powered by Gaudi Accelerators for Training Deep Learning Models | Amazon Web Services
There are more applications today for deep learning than ever before. Natural language processing, recommendation systems, image recognition, video recognition, and more can all benefit from high-quality, well-trained models. The process of building such…
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