DE & ML Digest
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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
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
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
DE & ML Digest
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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!
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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3 Cool Features of Python Altair
Medium
3 Cool Features of Python Altair
It is more than a data visualization library
DE & ML Digest
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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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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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Dimensionality Reduction cheatsheet
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Improving Generalization in Reinforcement Learning using Policy Similarity Embeddings
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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.
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.
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…
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.…
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. ...
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Storytelling Machine Learning Intro — part II: Hands-on coding tutorial
Medium
Storytelling Machine Learning Intro — part II: Hands-on coding tutorial
An intro to Machine Learning for biomedical scientists: hands-on coding tutorial
DE & ML Digest
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Speeding up data analysis with TimescaleDB and PostgreSQL
Medium
Speeding Up Data Analysis with PostgreSQL and TimescaleDB
Common data analysis tools and “the problem”
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Towards Removing Gender Bias in Writing
Medium
Towards Removing Gender Bias in Writing
Learn how to understand the amount of gender bias in your daily consumption of literature and avoid it in your own writing.
DE & ML Digest
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Pandas Cheat Sheet for Data Preprocessing
Medium
Pandas Cheat Sheet for Data Preprocessing
Practical guide about how to preprocess data with Pandas
DE & ML Digest
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Real-world applications of symbolic regression
Medium
Real-world applications of symbolic regression
Less of a black box than regular neural networks, and offering models that not only predict data but also rationalize how they achieve…
DE & ML Digest
ML
Advanced Statistical Concepts in Data Science
KDnuggets
Advanced Statistical Concepts in Data Science - KDnuggets
The article contains some of the most commonly used advanced statistical concepts along with their Python implementation.
DE & ML Digest
ML
The Easiest Guide to Installing TensorFlow 2.5 on M1 Macs
Medium
The Easiest Guide to Installing TensorFlow 2.5 on M1 Macs
And how to train neural networks on M1 GPU — Source code included
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