Monitoring Image Data, 5 Reasons to Use SQL, and Understanding Your Neural Network’s Predictions
Open Data Science Conference (ODSC)
The leading applied data science and AI conference, with 4 global events and nearly 180 meetups worldwide every year.
As machine learning ecosystems become increasingly complex and data volumes grow at a dizzying rate, maintaining observability of your data and model health is more critical than ever.?
Don't sleep on SQL for data science - given its flexibility, ease of use, and timeless nature, it's going to stay in demand and useful for a while.?
Here's a concise guide to assessing your neural network’s feature importance.?
What are the differences between ModelOps and MLOps, and how do they both contribute to analytics in an organization??
In the face of rapid digitalization and modernization, researchers sought a way to preserve indigenous African languages using NLP.
Video of the Week:?Audio Processing and Feature Building for Machine Learning
This talk will highlight the challenges with Audio Classification problems starting with what an audio signal is and what its numerical representation means, how it is widely different from other data types, what feature extraction from audio looks like, how to go about it, what it means and the open-source tools in Python that can be leveraged for the same.
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Industry, Opinion, Career Advice, and News
Here are some trending improvements to the education scene happening because of this online training expansion into the mainstream.?
Questions have been arising about LaMDA's sentience, but one thing is clear - it marks a huge milestone in AI development.?
The AI has eyes. Researchers have taken inspiration from human eyes to create a device that captures visual information via a nano-sized image sensor.?
Researchers at the University of Ottawa have found a way to use AI and deep learning to identify potential birth defects in fetuses.?
Highlighting ODSC Events
Going to ODSC West 2022, either virtually or in person? Here are some networking meetups and extra events that you can check out.?