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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
120 subscribers
DE & ML Digest
ML
Are We Ready for a Fully Automated Society?
Medium
Are We Ready for a Fully Automated Society?
Analyzing the ethical implications and limitations of using artificial intelligence to replace human jobs
12 views
DE & ML Digest
ML
On the Importance of Bayesian Thinking in Everyday Life
Medium
On the Importance of Bayesian Thinking in Everyday Life
This simple mind-shift will help you better understand the uncertain world around you
13 views
DE & ML Digest
ML
Calculating Machine Learning Model Performance Metrics With Confidence Intervals using FRONNI
Medium
Calculating Machine Learning Model Performance Metrics With Confidence Intervals using FRONNI
A Python library for quickly calculating and displaying machine learning model performance metrics with confidence intervals
13 views
DE & ML Digest
ML
Stats and R Is 2 Years Old
Medium
Stats and R Is 2 Years Old
Learn how to track page views, sessions, users engagement and more Google Analytics data in R with the {googleAnayticsR} R package
17 views
DE & ML Digest
ML
Interpretable Neural Networks With PyTorch
Medium
Interpretable Neural Networks With PyTorch
Learn how to build feedforward neural networks that are interpretable by design using PyTorch
19 views
DE & ML Digest
Big Data
Chicago big data and data engineering meetups
reddit
Chicago big data and data engineering meetups
Hi, I'm a data engineer with a math background and work a lot with Hadoop/CLoudera/AWS. I will be visiting Chicago for a couple weeks and was...
17 views
DE & ML Digest
ML
Classification on Hyperspectral Data
Medium
Classification on Hyperspectral Data
A step-by-step tutorial about learning how to perform feature reduction and then the classification of hyperspectral data using Support…
13 views
DE & ML Digest
ML
Tinkering with Monte Carlo Method in Reinforcement Learning
Medium
Tinkering with Monte Carlo Method in Reinforcement Learning
Pushing the limits of MC method with special cases and practical examples.
18 views
DE & ML Digest
ML
Transfer Learning: COVID-19 from Chest X-Rays Classifier
Medium
Transfer Learning: COVID-19 from Chest X-Rays Classifier
A detailed overview on how to do transfer learning and some theory behind each step.
19 views
DE & ML Digest
Big Data
Log4j2 Vulnerability (CVE-2021-44228) Research and Assessment
Databricks
Log4j2 Vulnerability (CVE-2021-44228) Research and Assessment - The Databricks Blog
This blog relates to an ongoing investigation. We will update it with any significant updates, including detection rules to help people investigate potential exposure due to CVE-2021-44228 both within their own usage on Databricks and elsewhere.
17 views
DE & ML Digest
Big Data
Data Science and IoT: The Future of Technology | USDSI™
reddit
Data Science and IoT: The Future of Technology | USDSI™
Posted in r/bigdata by u/Tanvisinghania22 • 1 point and 0 comments
15 views
DE & ML Digest
ML
All the Statistical Tests You Must Do for a Good Linear Regression
Medium
All the Statistical Tests You Must Do for a Good Linear Regression
Linear Regression is much more than running code and evaluating R².
12 views
DE & ML Digest
ML
Sentence Transformer Fine-Tuning (SetFit): Outperforms GPT-3 on few-shot Text-Classification while…
Medium
Sentence Transformer Fine-Tuning (SetFit): Outperforming GPT-3 on few-shot Text-Classification while being 1600 times smaller
The GPT-n series show very promising results for few-shot NLP classification tasks and keep improving as their model size increases [YK1]…
14 views
DE & ML Digest
ML
Database Indexing Anti-Patterns
Medium
Database Indexing Anti-Patterns
What usually goes wrong with database index design and implementation
12 views
DE & ML Digest
ML
Step by Step Guide to Build Image Caption Generator using Deep Learning
Analytics Vidhya
Step by Step Guide to Build Image Caption Generator using Deep Learning
Learn how to generate relevant and accurate captions for images using Computer Vision and Deep learning algorithms. Read Now!
12 views
DE & ML Digest
ML
Understanding Probability Models and Axioms
Medium
Understanding Probability Models and Axioms
Why even care about sample space, events, and probability measures?
13 views
DE & ML Digest
ML
To Make the Most of Your Data Scientists, Embed Them
Medium
To Make the Most of Your Data Scientists, Embed Them
Maximize inclusion and mutual learning, and you’ll maximize impact
12 views
DE & ML Digest
Big Data
Best "database" to deal with a large amount of simple data - Exact searches
Reddit
From the bigdata community on Reddit
Explore this post and more from the bigdata community
11 views
DE & ML Digest
ML
What’s Happening in Backpropagation? A Behind the Scenes Look at Deep Learning
Analytics Vidhya
What’s Happening in Backpropagation? A Behind the Scenes Look at Deep Learning
In this article, we are going to see what backpropagation is, how it works and why it is absolutely important for deep learning projects
12 views
DE & ML Digest
ML
Disaster Tweet Classification using BERT & Neural Network
Analytics Vidhya
Disaster Tweet Classification using BERT & Neural Network
This article is purely demonstration-based to help you understand how to apply BERT and for Disaster Tweet Classification easily
11 views
DE & ML Digest
ML
Everything a Beginner Should Know About Polymorphism in Python[With Examples]
Analytics Vidhya
Polymorphism in Python with Examples
Polymorphism is a term used in Python to refer to a generic function name that may be used for several kinds.
12 views