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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
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Not Merely Averages: Using Machine Learning to Estimate Heterogeneous Treatment Effects
Medium
Not Merely Averages: Using Machine Learning to Estimate Heterogeneous Treatment Effects
How does the causal impact of a policy or program vary across individuals?
DE & ML Digest
ML
MySQL vs Cassandra DB
Medium
MySQL vs Cassandra DB
Another RDBMS and NoSQL showdown…
DE & ML Digest
ML
Data Splitting for Model Evaluation
Medium
Data Splitting for Model Evaluation
Time to return to fundamentals. Data splitting, or train-test split, is such a basic concept that we sometimes forgot its importance.
DE & ML Digest
Big Data
[Перевод] Как размечать данные для машинного обучения
Хабр
Как размечать данные для машинного обучения
Искусственный интеллект (ИИ, AI) двигает человечество в будущее, и чтобы иметь конкурентное преимущество, вам нужно быть к нему готовым. Машинное обучение (МЛ, ML) — подмножество ИИ, позволяющее...
DE & ML Digest
ML
Eliminating AI Bias
Medium
Eliminating AI Bias
Identifying AI Bias and knowing how to prevent it from occurring within the AI/ML pipeline
DE & ML Digest
ML
How to calculate confidence intervals for performance metrics in Machine Learning using an automatic bootstrap method
KDnuggets
How to calculate confidence intervals for performance metrics in Machine Learning using an automatic bootstrap method - KDnuggets
Are your model performance measurements very precise due to a “large” test set, or very uncertain due to a “small” or imbalanced test set?
DE & ML Digest
ML
Detailed Insight on Docker for Beginners
Analytics Vidhya
Detailed Insight on Docker for Beginners - Analytics Vidhya
This article was published as a part of the Data Science Blogathon Introduction Docker is an open software platform for developing, running, and shipping applications. Docker is mainly designed to deliver your applications faster. Its main motto is that it…
DE & ML Digest
ML
Clustering Made Easy with PyCaret
Medium
Clustering Made Easy with PyCaret
Low-code Machine Learning with a Powerful Python Library
DE & ML Digest
ML
Salami Coffee Grinding
Medium
Salami Coffee Grinding
Slicing a grind in time
DE & ML Digest
ML
10 Things You Might Not Know About Wikipedia Library In Python
Medium
10 Things You Might Not Know About Wikipedia Library In Python
Fetching data is much simpler with a line of code using Wikipedia API!
DE & ML Digest
ML
New Computing Paradigm for AI: Processing-in-Memory (PIM) Architecture
KDnuggets
New Computing Paradigm for AI: Processing-in-Memory (PIM) Architecture - KDnuggets
As larger deep neural networks are trained on the latest and fastest chip technologies, an important challenge remains that bottlenecks performance -- and it is not compute power. You can try to calculate a DNN as fast as possible, but there is data -- and…
DE & ML Digest
ML
Machine Learning Model Deployment using Streamlit
Analytics Vidhya
Blog
Here at Analytics Vidhya, beginners or professionals feel free to ask any questions on business analytics, data science, big data, data visualizations tools & techniques.
DE & ML Digest
Big Data
#Palantir x Wejo Hackathon
reddit
#Palantir x Wejo Hackathon
After a 48 hour race to build a sophisticated connected vehicle data platform, the results of the #Palantir x Wejo hackathon have been submitted...
DE & ML Digest
ML
The Importance of Data Drift Detection that Data Scientists Do Not Know
Analytics Vidhya
Importance of Data Drift Detection
Learn about data drift and how it affects model performance. Understanding data drift detection is key for accurate predictions. Read Now!
DE & ML Digest
ML
There’s no shame in regular expressions
Medium
There’s no shame in regular expressions
Give your ML pipeline a run for its money.
DE & ML Digest
ML
How our Obsession with Algorithms Broke Computer Vision: And how Synthetic Computer Vision can fix it
KDnuggets
How our Obsession with Algorithms Broke Computer Vision: And how Synthetic Computer Vision can fix it - KDnuggets
Deep Learning radically improved Machine Learning as a whole. The Data-Centric revolution is about to do the same. In this post, we’ll take a look at the pitfalls of mainstream Computer Vision (CV) and discuss why Synthetic Computer Vision (SCV) is the future.
DE & ML Digest
ML
Time-Series Forecasting and Causal Analysis in R with Facebook Prophet and Google CausalImpact
Medium
Time-Series Forecasting and Causal Analysis in R with Facebook Prophet and Google CausalImpact
A study of Montreal’s crime forecasting in conjunction with COVID’s lockdown impact
DE & ML Digest
ML
7 Data Science Myths That We Should Leave Behind in 2021
Medium
7 Data Science Myths That We Should Leave Behind in 2021
Busting common wrongful thoughts about the field of data science
DE & ML Digest
ML
Learn from Northwestern Data Science experts
KDnuggets
Learn from Northwestern Data Science experts - KDnuggets
Build the essential technical, analytical, and leadership skills needed for careers in today's data-driven world in Northwestern’s Master of Science in Data Science program. Apply now.
DE & ML Digest
ML
SimVLM: Simple Visual Language Model Pre-training with Weak Supervision
Google AI Blog
SimVLM: Simple Visual Language Model Pre-training with Weak Supervision
Posted by Zirui Wang, Student Researcher and Yuan Cao Research Scientist, Google Research, Brain Team Vision-language modeling grounds la...
DE & ML Digest
ML
Benefits of the CatBoost Machine Learning Algorithm
Medium
Benefits of the CatBoost Machine Learning Algorithm
for Data Scientists and ML Engineers
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