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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
DE & ML Digest
ML
Hyperparameter tuning in Python
Medium
Hyperparameter tuning in Python
Tips and tricks to tune hyperparameters in machine learning that help improve model accuracy
DE & ML Digest
ML
How to Use an Autoregressive (AR) Model For Time Series Analysis
Medium
How to Use an Autoregressive (AR) Model For Time Series Analysis
Beginner’s guide to using autoregressive models for forecasting with python
DE & ML Digest
ML
Deep Learning on Video (Part One): The Early Days…
Medium
Deep Learning on Video (Part One): The Early Days…
A comprehensive overview of early, deep learning-based approaches for learning tasks on video.
DE & ML Digest
ML
Extracting Features from Audio Samples for Machine Learning
Medium
Extracting Features from Audio Samples for Machine Learning
Creating an effective classifier relies on extracting useful features from the underlying data. In this tutorial, we outline a tool that…
DE & ML Digest
ML
How to mass identify recurring textual features
Medium
How to mass identify recurring textual features
Know what you’re REALLY getting into when you train a NER model for Spanish, English, etc. using spaCy
DE & ML Digest
ML
Create Panel Figure Layouts in Matplotlib with Gridspec
Medium
Create Panel Figure Layouts in Matplotlib with Gridspec
Use gridspec to layout your figure without the need to export multiple plots and use another program to put them together
DE & ML Digest
ML
Things Nobody Tells You About Being a Data Scientist
Medium
Things Nobody Tells You About Being a Data Scientist
What I’ve learned as a practitioner of data science
DE & ML Digest
Big Data
Multimodal models are fast becoming a reality — consequences be damned
VentureBeat
Multimodal models are fast becoming a reality — consequences be damned
AI systems that can reason across audio, text, and other forms of data are fast becoming a reality. But they have major flaws, like bias.
DE & ML Digest
Big Data
Faster, safer, more efficient data processing with Edge AI
VentureBeat
Faster, safer, more efficient data processing with edge AI
The integration of AI into devices will improve the efficiency, security, and speed of data analytics. Edge AI is the future of data.
DE & ML Digest
Big Data
Taking the world by simulation: The rise of synthetic data in AI
VentureBeat
Taking the world by simulation: The rise of synthetic data in AI
Would you trust AI that has been trained on synthetic data, as opposed to real-world data? You may not know it, but you probably already do.
DE & ML Digest
Big Data
3 Data Points That Help Ensure Supply Chain Visibility
reddit
3 Data Points That Help Ensure Supply Chain Visibility
Posted in r/bigdata by u/Big_Data_Path • 1 point and 0 comments
DE & ML Digest
ML
KDnuggets
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News 21:n48, Dec 22: Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist
KDnuggets
KDnuggets
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News 21:n48, Dec 22: Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist - KDnuggets
Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist; A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment; The 5 Characteristics of a Successful Data Scientist; Top Resources…
DE & ML Digest
ML
Machine learning does not produce value for my business. Why?
KDnuggets
Machine learning does not produce value for my business. Why? - KDnuggets
What is going on when machine learning can't make the jump from testing to production, and so doesn't add any business value?
DE & ML Digest
ML
How to utilise a manual labelling workforce
Medium
How to utilise a manual labelling workforce
From interview through task definition to evaluation
DE & ML Digest
ML
Handling chatbot failure gracefully
Medium
Handling chatbot failure gracefully
Building Chatbots with Rasa — part III
DE & ML Digest
ML
Exploring BERT variants: ALBERT, RoBERTa, ELECTRA
Medium
Exploring BERT variants: ALBERT, RoBERTa, ELECTRA
A gentle deep-dive into the BERT family…
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