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

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DE & ML Digest
117 subscribers
DE & ML Digest
ML
Supervised Learning Algorithm Connections Explained
Medium
Supervised Learning Algorithm Connections Explained
Machine Learning model nesting — from Venn Diagram to Regressions, Decision Trees, Support Vector Machines & Artificial Neural Networks
14 views
DE & ML Digest
ML
What Is Managed Workflows for Apache Airflow On AWS And Why Companies Should Migrate To It
Medium
What Is Managed Workflows for Apache Airflow On AWS And Why Companies Should Migrate To It
Goodbye To Manually Managing Airflow And Docker
14 views
DE & ML Digest
ML
How to Generate Professional API Docs in Minutes from Docstrings
Medium
How to Generate Professional API Docs in Minutes from Docstrings
Producing high-quality API documentation can be made easy and intuitive. Supports Markdown and LaTeX.
14 views
DE & ML Digest
ML
The Only Auto-Completion Extension You’ll Ever Need For Your Jupyter Notebooks
Medium
The Only Auto-Completion Extension You’ll Ever Need For Your Jupyter Notebooks
This is the one I recommend using. Explore just a few simple steps to set it up!
14 views
DE & ML Digest
ML
The Hot Hand in Chess
Medium
The Hot Hand in Chess
A Recreation of Amos Tversky’s Hot Hand Fallacy Analysis, Applied to Chess Players
12 views
DE & ML Digest
ML
Measuring Semantic Changes Using Temporal Word Embedding
Medium
Measuring Semantic Changes Using Temporal Word Embedding
A guide to how temporal word embeddings can be used to measure word evolution and some considerations regarding stability of embedding
13 views
DE & ML Digest
ML
5 Development Rules to Improve Your Data Science Projects
Medium
5 Development Rules to Improve Your Data Science Projects
Simple tips to guide your data science workflow
15 views
DE & ML Digest
ML
Statistical Machine Learning: Kernelized Generalized Linear Models (GLMs) & Kernelized Linear…
Medium
Statistical Machine Learning: Kernelized Generalized Linear Models (GLMs)& Kernelized Linear…
Mathematical Derivations of Kernelized Features Spaces for Linear Smoothers, with a full Computational Simulation
19 views
DE & ML Digest
Big Data
The Ways Machine Learning Companies Can Redefine Insurance
reddit
The Ways Machine Learning Companies Can Redefine Insurance
Posted in r/bigdata by u/Big_Data_Path • 1 point and 1 comment
21 views
DE & ML Digest
Big Data
Improved algorithms may be more important for AI performance than faster hardware
VentureBeat
Improved algorithms may be more important for AI performance than faster hardware
A new MIT study finds that algorithmic improvements are more beneficial than powerful hardware in AI, at least at a certain point.
19 views
DE & ML Digest
ML
How to Find Weaknesses in your Machine Learning Models
KDnuggets
How to Find Weaknesses in your Machine Learning Models - KDnuggets
FreaAI: a new method from researchers at IBM.
18 views
DE & ML Digest
ML
Emotion-Based Art Generation Using C-GAN
Medium
Emotion-Based Art Generation Using C-GAN
Can AI be creative and understand emotions through art?
17 views
DE & ML Digest
ML
Does empathy play a role in being data-driven?
Medium
Does empathy play a role in being data-driven?
An important soft skill in the world of hard numbers
17 views
DE & ML Digest
ML
Two Overlooked Aspects in Data Science Project Development
Medium
Two Overlooked Aspects in Data Science Project Development
The success of projects in data science rely on two key aspects: engaging closely with domain experts, and a rigorous science methodology.
16 views
DE & ML Digest
ML
Submitting Model Predictions to Kaggle Competition
Medium
Submitting Model Predictions to Kaggle Competition
Best Practices to Rank on Kaggle with PyTorch Lightning and Grid Spot Instances (Part 5/5)
16 views
DE & ML Digest
ML
How this “artificial dreaming” program works, and how you can create your own artwork with it
Medium
How this “artificial dreaming” program works, and how you can create your own artwork with it
You don’t need to know any programming -just have a Google account. Here is an article straight to the point, reviewing along the way…
14 views
DE & ML Digest
ML
Create a fast auto-documented, maintainable and easy-to-use Python API in 5 lines of code with…
Medium
Create a fast auto-documented, maintainable and easy-to-use Python API in 5 lines of code with FastAPI (part 1)
Perfect for (unexperienced) developers who just need a complete, working, fast and secure API
14 views
DE & ML Digest
ML
Build your first Graph Neural Network model to predict traffic speed in 20 minutes
Medium
Build your first Graph Neural Network model to predict traffic speed in 20 minutes
A step-by-step coding practice
15 views
DE & ML Digest
ML
Why Bootstrapping Actually Works
Medium
Why Bootstrapping Actually Works
A simple layman explanation of why this popular technique in data science makes sense
15 views
DE & ML Digest
ML
SQL Interview Questions You Must Prepare: The Ultimate Guide
Medium
SQL Interview Questions You Must Prepare: The Ultimate Guide
Are you wondering what SQL interview questions you will be asked? This ultimate guide will take you through the top SQL interview questions…
16 views
DE & ML Digest
ML
Why you should try something else than Airflow for data pipeline orchestration
Medium
Why you should try something else than Airflow for data pipeline orchestration
Let’s evaluate AWS step functions, Google workflows, Prefect next to Airflow
20 views