DE & ML Digest
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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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Traffic Signs Recognition using CNN and Keras in Python
Analytics Vidhya
Traffic Signs Recognition using CNN and Keras in Python
In this Deep Learning project, we will build a model for the classification of traffic signs recognition using CNN and Keras library.
DE & ML Digest
ML
The Chatbot Transformation: From Failure to the Future
KDnuggets
The Chatbot Transformation: From Failure to the Future - KDnuggets
The all-knowing chatbots we once thought to be the future have been replaced by specialized bots, and the results are outstanding.
DE & ML Digest
ML
Why we will always need humans to train AI — sometimes in real-time
KDnuggets
Why we will always need humans to train AI — sometimes in real-time
Customizable, real-time data labeling pipelines that can continuously receive and process unlabeled data are necessary to train and perfect the AI that impacts our lives and daily conveniences.
DE & ML Digest
ML
Why Wasn’t Data Engineering Popular Before Data Science?
Medium
Why Wasn’t Data Engineering Popular Before Data Science?
An analysis of the forces driving data engineering into the limelight
DE & ML Digest
ML
Wrapping up the Papers with Code ML Reproducibility Challenge — Spring 2021
Medium
Wrapping up the Papers with Code ML Reproducibility Challenge — Spring 2021
The Spring 2021 edition of the ML Reproducibility Challenge is officially over, and we have some inspiring projects contributed by the…
DE & ML Digest
ML
Leap from Matplotlib to Plotly: A Hands-On Tutorial for Beginners
Medium
Leap from Matplotlib to Plotly: A Hands-On Tutorial for Beginners
A Step-by-Step Guide to Create an Interactive Combo Chart with Customized Tooltips and Range Slider Using Plotly
DE & ML Digest
ML
A Comprehensive Guide on Fourier Analysis
Analytics Vidhya
A Comprehensive Guide on Fourier Analysis
The importance of the Fourier analysis is paramount. It is one of the pillars of engineering. We can say it is a study of "atoms of waves".
DE & ML Digest
ML
Mini-Datathon: The platform you need for your Data Science hackathon
Medium
Mini-Datathon: The platform you need for your Data Science hackathon
5 steps, that’s all it takes!
DE & ML Digest
ML
5 Common SQL Problems For You To Crush
Medium
5 Common SQL Problems For You To Crush
Know these problems in detail and understand the approaches to solve them easily
DE & ML Digest
ML
Intent Classification with Convolutional Neural Networks
Analytics Vidhya
Intent Classification with Convolutional Neural Networks
Intent classification with CNN is where spam and non-spam email classification, detection of hate speech in social media posts.
DE & ML Digest
ML
Anomaly Detection with PyOD
Medium
Anomaly Detection with PyOD
This Python library (PyOD) uses algorithms to make outlier detection more accessible and comprehensive
DE & ML Digest
ML
How to work with DateTime in Python
Medium
How to work with DateTime in Python
3 useful snippets under 5 minutes.
DE & ML Digest
ML
How to Work With Python Generators
Medium
How to Work With Python Generators
Improve readability, memory consumption, and performance by knowing how to write generators
DE & ML Digest
ML
Use Bayes’ Theorem to Find Distinctive Names in a List
Medium
Use Bayes’ Theorem to Find Distinctive Names in a List
Learn Log-Odds Bayes with this Practical Python Application
DE & ML Digest
ML
Federated Learning: Collaborative Machine Learning with a Tutorial on How to Get Started
KDnuggets
Federated Learning: Collaborative Machine Learning with a Tutorial on How to Get Started
Read on to learn more about the intricacies of federated learning and what it can do for machine learning on sensitive data.
DE & ML Digest
ML
Closing the AI Value Gap Part 3: The Roadmap to Build Adaptive Analytics
Medium
Closing the AI Value Gap Part 3: The Roadmap to Build Adaptive Analytics
Realizing Adaptive Analytics solutions requires building up trust over time, which is not easy for an AI system. This roadmap will help.
DE & ML Digest
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The Best ETL Tools in 2021
KDnuggets
The Best ETL Tools in 2021 - KDnuggets
If you have clear, well-defined objectives, it won’t be hard to identify the ETL technology that best meets your needs. Here are some of the best ETL tools you can use in your business.
DE & ML Digest
ML
Why is labeling unstructured data still hard?
Medium
Why is labeling unstructured data still hard?
Data labeling, one of the most critical tasks in the lifecycle of a machine learning project, is currently also one of the hardest to…
DE & ML Digest
ML
How AI will shape the Metaverse
Medium
How AI will shape the Metaverse
As different visions of the future digital world known as the Metaverse emerge, what role will AI play in it? Will it improve inclusivity…
DE & ML Digest
ML
My 2021 Year in Review as a Data Scientist
Medium
My 2021 Year in Review as a Data Scientist
Reading, Writing, Coding, and Career Thoughts
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