DE & ML Digest
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Collection of all articles on Data Engineering and Machine Learning
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DE & ML Digest
119 subscribers
DE & ML Digest
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Choose The Right Job in Data: 5 Signs To Look For In An Engineering Culture
KDnuggets
Choose The Right Job in Data: 5 Signs To Look For In An Engineering Culture - KDnuggets
Software engineers seeking jobs at data companies face a new problem: choosing the right job out of all the options. Learn the 5 signs that signal an agile and innovative engineering culture.
DE & ML Digest
ML
Understand the Lyapunov Equation through Kronecker Product and Linear Equation
Medium
Understanding Lyapunov Equation through Kronecker Product and Linear Equation
The Lyapunov equation is a certain type of matrix equation, and it is very famous in many branches of control theory, such as stability…
DE & ML Digest
ML
How to Train Bert For Q&A in Any Language
Medium
How to Train Bert For Q&A in Any Language
A simple guide to multi-lingual Q&A from scratch
DE & ML Digest
ML
Complete tutorial on building images using Docker
Medium
Complete tutorial on building images using Docker
Everything you need to know to write Dockerfile and run containers using Docker with an example of setting up Ubuntu, Miniconda, PyTorch.
DE & ML Digest
ML
Building Tensorflow 1.x C++ API from Source
Medium
Building Tensorflow 1.x C++ API from Source
Building more versatile deployments for your models
DE & ML Digest
ML
Improving NLP with Causality
Medium
Improving NLP with Causality
Potential uses of Causal Inference to improve the robustness, fairness, and interpretability of Natural Language Processing models
DE & ML Digest
ML
Guide To SQL And Its Equivalent Commands In Python
Medium
Guide To SQL And Its Equivalent Commands In Python
Quick but detailed cheat sheet for those who want to convert their SQL code to its equivalent command in Python!
DE & ML Digest
Big Data
AI Weekly: EU facial recognition ban highlights need for U.S. legislation
VentureBeat
AI Weekly: EU facial recognition ban highlights need for U.S. legislation
European Union regulators propose a ban on facial recognition technologies. It highlights the need for U.S. federal legislation.
DE & ML Digest
Big Data
Cross platform wiki?
reddit
Cross platform wiki?
Hey all, Not sure if this is the right place, but here goes. We’d like to create a cross-platform automatically-updating wiki. We got a pretty...
DE & ML Digest
ML
cCorrGAN: Conditional Correlation GAN for Learning Empirical Conditional Distributions in the…
Medium
cCorrGAN: Conditional Correlation GAN for Learning Empirical Conditional Distributions in the Elliptope
Generative Modelling in Finance: Motivation and Challenges
DE & ML Digest
ML
Differentiable Hardware
Medium
Differentiable Hardware
How AI Might Help Revive the Virtuous Cycle of Moore’s Law
DE & ML Digest
ML
Re-Imagine The Business Of Fashion: Part 2
Medium
Re-Imagine The Business Of Fashion: Part 2
Data Science can make the fashion industry become more sustainable. True or False?
DE & ML Digest
ML
Clean Up Data Noise with Fourier Transform in Python
Medium
Clean Up Data Noise with Fourier Transform in Python
Use Fourier Transform to clean up time series data in the shortest Python code
DE & ML Digest
ML
A Thousand Brains Theory: A Review
Medium
A Thousand Brains Theory: A Review
A new theory on intelligence and how the neocortex works.
DE & ML Digest
ML
Causal Inference in Data Science: Conditional Independence via Propensity Score Adjustment
Medium
Causal Inference in Data Science: Conditional Independence via Propensity Score Adjustment
Specification and Proofs of Propensity Scores, with Accompanied Computational Simulation
DE & ML Digest
ML
Detecting Outliers Using Python
Medium
Detecting Outliers Using Python
Using Isolation Forests for Automated Outlier Detection
DE & ML Digest
Big Data
Serving ML Models in Production: Common Patterns
reddit
Serving ML Models in Production: Common Patterns
Posted in r/bigdata by u/mgalarny • 1 point and 0 comments
DE & ML Digest
ML
Do frameworks have to be complicated to have value?
Medium
Do Your Frameworks Need to Be Intricate if You Want Big Value?
There’s a tightrope to be walked here in simplifying a construct, but not creating something so distilled that it becomes complicated…
DE & ML Digest
ML
Baseline Walkthrough for the Machine Translation Task of the Shifts Challenge at NeurIPS 2021
Medium
Baseline Walkthrough for the Machine Translation Task of the Shifts Challenge at NeurIPS 2021
Get yourself up and running!
DE & ML Digest
Big Data
[Перевод] Хранилища признаков: Сторона данных в конвеерах машинного обучения
Хабр
Хранилища признаков: Сторона данных в конвейерах машинного обучения
В этом посте представлен перевод статьи на Medium от Sarah Wooders , Peter Schafhalter , and Joey Gonzalez . Перевод подготовлен при поддержке сообщества аналитического курса DataLearn и...
DE & ML Digest
ML
Corporate Imperatives and the Future of AI Development, Part I
Medium
Corporate Imperatives and the Future of AI Development, Part I
What happens when AI research and development are co-opted by economic ideology and corporate data platforms?
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