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Collection of all articles on Data Engineering and Machine Learning
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DE & ML Digest
ML
The Evolution of Tokenization – Byte Pair Encoding in NLP
KDnuggets
The Evolution of Tokenization - Byte Pair Encoding in NLP - KDnuggets
Though we have SOTA algorithms for tokenization, it's always a good practice to understand the evolution trail and learning how have we reached here. Read this introduction to Byte Pair Encoding.
DE & ML Digest
ML
Transforming the Shop Floor: A No-BS Look at Data Science in Manufacturing
KDnuggets
Transforming the Shop Floor: A No-BS Look at Data Science in Manufacturing - KDnuggets
Join RapidMiner live on LinkedIn, Oct 28, to learn how you can lead a digital transformation—not by starting from scratch, but by getting more from what you already have. We’ll walk through a series of real-world examples to demonstrate how your data, when…
DE & ML Digest
ML
How to query database connections in Python
Medium
How to query database connections in Python
Use pandas.real_sql
DE & ML Digest
ML
Maximum likelihood estimation (MLE) and the Fisher information
Medium
Maximum Likelihood Estimation (MLE) and the Fisher Information
Construction of the confidence interval for MLE
DE & ML Digest
ML
Finding Complex Metal Oxides for Technology Advancement
Google AI Blog
Finding Complex Metal Oxides for Technology Advancement
Posted by Lusann Yang, Software Engineer, Google Research, Applied Science Team A crystalline material has atoms systematically arranged...
DE & ML Digest
ML
Not All Vector Databases Are Made Equal
Medium
Not All Vector Databases Are Made Equal
A detailed comparison of Milvus, Pinecone, Vespa, Weaviate, Vald, and GSI
DE & ML Digest
ML
Will My Data Science Project Succeed?
Medium
Will My Data Science Project Succeed?
Assessing the probability of commercial success
DE & ML Digest
ML
Training Neural Networks to Predict Rankings
Medium
Training Neural Networks to Predict Rankings
Take decisions based on AI models predictions for Multi-criteria Decision Analysis Ranking Data
DE & ML Digest
ML
AlphaFold 2 spin-offs three months after its official release
Medium
AlphaFold 2 spin-offs three months after its official release
A summary of the most important works related to AlphaFold 2 to date.
DE & ML Digest
ML
Why You Should Rethink Where You Write Your SQL
Medium
Why You Should Rethink Where You Write Your SQL
Analytics work needs to be discoverable. Let’s talk how to get there [and how a doc workspace like Hyperquery can help].
DE & ML Digest
ML
How Not to Become a Data Scientist
Medium
How Not to Become a Data Scientist
What “not to do” also matters
DE & ML Digest
ML
Using Gaussian Process Regression as a Generative Model, with Python
Medium
Using Gaussian Process Regression as a Generative Model, with Python
Here’s how to generate new data using gaussian processes
DE & ML Digest
ML
5 Tips to Improve the Learning Culture in Your Data Science Team
Medium
5 Tips to Improve the Learning Culture in Your Data Science Team
As a DS team, it’s easy to get dragged with day-to-day tasks and not prioritize learning. How can you improve the L&D culture in your team?
DE & ML Digest
ML
Streamlit 1.0 Just Landed — A 5-minute Tutorial
Medium
Streamlit 1.0 Just Landed — A 5-minute Tutorial
Data science web apps made easy
DE & ML Digest
Big Data
Apache Spark: Bucketing and Partitioning. Scala
reddit
Apache Spark: Bucketing and Partitioning. Scala
Posted in r/bigdata by u/jay_reddy9 • 1 point and 0 comments
DE & ML Digest
Big Data
Cheap, Historian, PLC data collector.
reddit
Cheap, Historian, PLC data collector.
Hello everyone, I work in system integration where we make PLC and control systems. Data collection is a big part of it, and many existing...
DE & ML Digest
ML
Top Data Science Interview Prep
Medium
Top Data Science Interview Prep
A few insights based on my experience as an interviewer
DE & ML Digest
ML
What is Really “Fair” in Machine Learning?
Medium
What is Really “Fair” in Machine Learning?
Evaluation and Representation of Fairness in modern ML
DE & ML Digest
ML
Modular DREAM Socialbot in Alexa Prize
Medium
Modular DREAM Socialbot in Alexa Prize
During Alexa Prize we have learned more about running a socialbot in production development, and we are ready to share our knowledge!
DE & ML Digest
ML
Analysis of Runing Activities from Garmin Watch Using Python
Medium
Analysis of Running Activities from Garmin Watch Using Python
During the pandemic I decided to look for a new activity instead of a gym or swimming pool which was closed at that time. I have never…
DE & ML Digest
Big Data
Airflow, подвинься
Хабр
Airflow, подвинься
Всем привет. Написал многопользовательский менеджер задач с веб интерфейсом. Кому интересно, прошу. Сразу ролик, что получилось Назвал это произведение «Zmey». Пока выглядит конечно по-спартански, и...
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