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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
117 subscribers
DE & ML Digest
ML
Interactive Face Recognition Application through Docker
Medium
Interactive Face Recognition Application through Docker
An approach to utilize a camera device, interactive GUI, Docker, GPU and deep learning altogether.
11 views
DE & ML Digest
ML
Complete Machine Learning pipeline for NLP tasks
Medium
Complete Machine Learning pipeline for NLP tasks
End-to-end Machine Learning pipeline for Named Entity Recognition in emails with basic implementation
11 views
DE & ML Digest
ML
What Data Science Tradecraft Looks Like and Why We Need It
Medium
What Data Science Tradecraft Looks Like and Why We Need It
A Guide on How to Implement Computational Transparency
11 views
DE & ML Digest
Big Data
CDC in Apache Airflow
Reddit
r/bigdata on Reddit: CDC in Apache Airflow
Posted by u/m_usamahameed - No votes and 3 comments
13 views
DE & ML Digest
ML
Hypothesis Tests Explained
Medium
Hypothesis Tests Explained
A quick overview of the concept of Hypothesis Testing, its classification in parametric and non-parametric tests, and when to use the most…
15 views
DE & ML Digest
ML
9 Reasons Why You Should Start Using Python Dataclasses
Medium
9 Reasons Why You Should Start Using Python Dataclasses
Towards efficiency and less boilerplate code
15 views
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