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DE & ML Digest
@mlbigdata
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Collection of all articles on Data Engineering and Machine Learning

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DE & ML Digest
118 subscribers
DE & ML Digest
ML
Building AI culture in organisations
Medium
Building AI culture in organisations
What are we talking about here?
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DE & ML Digest
ML
What Is The Difference Between Inference and Prediction
Medium
What Is The Difference Between Inference and Prediction
Discussing the difference between prediction and inference in the context of Statistical Learning
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DE & ML Digest
ML
Everything you need to know “activation functions” for deep learning models
Medium
Everything you need to know about “activation functions” for deep learning models
Want to know what is activation function and why are they essential?
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DE & ML Digest
ML
Tune your machine learning workflow with weights and biases, mljar automl, hyperopt, shapash and…
Medium
Tune your machine learning workflow with weights and biases, mljar automl, hyperopt, shapash and evidently
Discovery of emergent tools on a regression use-case of the French energy consumption
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DE & ML Digest
ML
Want To Become A Data Scientist In 12 Weeks?
Medium
Want To Become A Data Scientist In 12 Weeks?
Think one more time before you spend your money
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DE & ML Digest
ML
KDnuggets
Use These Unique Data Sets to Sharpen Your Data Science Skills - KDnuggets
Want to get your hands on some real-world data sets right now? Kick off your bootcamp prep with this list of hot-button data sets curated to help you hone different data science skills.
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DE & ML Digest
Big Data
Amazon Managed Service for Prometheus Is Now Generally Available with Alert Manager and Ruler
Amazon
Amazon Managed Service for Prometheus Is Now Generally Available with Alert Manager and Ruler | Amazon Web Services
At AWS re:Invent 2020, we introduced the preview of Amazon Managed Service for Prometheus, an open source Prometheus-compatible monitoring service that makes it easy to monitor containerized applications at scale. With Amazon Managed Service for Prometheus…
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DE & ML Digest
Big Data
Redis Inventory — Open-Source Tool for Analyzing Redis Memory Usage by Key Patterns // Presents data in 2 formats: textual (a text table in the terminal) and graphical (a JS sunburst chart)
reddit
Redis Inventory — Open-Source Tool for Analyzing Redis Memory...
Posted in r/bigdata by u/andreykh • 1 point and 0 comments
11 views
DE & ML Digest
Big Data
Why StrongNode's Team and Product are Poised to Revolutionize the Big Data Industry
reddit
Why StrongNode's Team and Product are Poised to Revolutionize the...
Posted in r/bigdata by u/Mars_chego • 1 point and 0 comments
12 views
DE & ML Digest
ML
Tricky Way of Using Dimensionality Reduction For Outlier Detection in Python
Medium
Tricky Way of Using Dimensionality Reduction For Outlier Detection in Python
Let’s catch those high-dimensional outliers!
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DE & ML Digest
ML
Meeting Women Where They Are
Medium
Meeting Women Where They Are
Using NYC Subway Turnstile Data to Increase Representation in Tech
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DE & ML Digest
ML
3 Cool Features of Python Altair
Medium
3 Cool Features of Python Altair
It is more than a data visualization library
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DE & ML Digest
ML
How to Cut Your AWS ECS Costs with Fargate Spot and Prefect
Medium
How to Cut Your AWS ECS Costs with Fargate Spot and Prefect
Serverless Data Engineering Pipelines in Python
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DE & ML Digest
ML
Hyperparameter Tuning with Grid Search and Random Search
Medium
Hyperparameter Tuning with Grid Search and Random Search
And a deep dive into how to combine them
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DE & ML Digest
ML
Dimensionality Reduction cheatsheet
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DE & ML Digest
ML
Improving Generalization in Reinforcement Learning using Policy Similarity Embeddings
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DE & ML Digest
ML
Basics of Markov Chain Monte Carlo Algorithms
Medium
Basics of Markov Chain Monte Carlo Algorithms
The aim of this article is to give a conceptual understanding of Markov Chains and why we use them.
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DE & ML Digest
ML
Data Visualization in 2021 | An Overview of Dashboarding Technology in the Age of Big Data
Medium
Data Visualization in 2021 | An Overview of Dashboarding Technology in the Age of Big Data
Turning insights into impact, and impressing your boss along the way.
13 views
DE & ML Digest
ML
Integrating Scikit-learn Machine Learning models into the Microsoft .NET
Medium
Integrating Scikit-learn Machine Learning models into the Microsoft .NET ecosystem using Open Neural Network Exchange (ONNX) format
While being part of a team working on designing and developing a lead scoring system prototype, I faced the challenge of integrating…
13 views
DE & ML Digest
Big Data
AWS Lambda Functions Powered by AWS Graviton2 Processor – Run Your Functions on Arm and Get Up to 34% Better Price Performance
Amazon
AWS Lambda Functions Powered by AWS Graviton2 Processor – Run Your Functions on Arm and Get Up to 34% Better Price Performance…
Many of our customers (such as Formula One, Honeycomb, Intuit, SmugMug, and Snap Inc.) use the Arm-based AWS Graviton2 processor for their workloads and enjoy better price performance. Starting today, you can get the same benefits for your AWS Lambda functions.…
12 views
DE & ML Digest
Big Data
Having trouble scaling graphs to large sizes!
reddit
Having trouble scaling graphs to large sizes!
I've tried Amazon Neptune, Neo4j and others but when I try to scale to several TB of data the whole graph slows considerably or stops working. ...
13 views