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Serve Machine Learning Models via REST APIs in Under 10 Minutes

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By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on July 4, 2025 in Machine Learning Image by Author | Canva If you like building machine learning models and experimenting with new stuff, that’s really cool — but to be honest, it only becomes useful to others once you make it available to them.

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Accelerate Machine Learning Model Serving With FastAPI and Redis Caching

Analytics Vidhya

Machine learning models, especially the large, complex ones, can be painfully slow to serve in real time. Technically speaking, one of the biggest problems is […] The post Accelerate Machine Learning Model Serving With FastAPI and Redis Caching appeared first on Analytics Vidhya. We have all been there.

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What is Discretization in Machine Learning?

Analytics Vidhya

Discretization is a fundamental preprocessing technique in data analysis and machine learning, bridging the gap between continuous data and methods designed for discrete inputs. appeared first on Analytics Vidhya.

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Integrating DuckDB & Python: An Analytics Guide

KDnuggets

By Josep Ferrer , KDnuggets AI Content Specialist on June 10, 2025 in Python Image by Author DuckDB is a fast, in-process analytical database designed for modern data analysis. DuckDB is a free, open-source, in-process OLAP database built for fast, local analytics. And this leads us to the following natural question.

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How to Use Machine Learning in Sports Analytics?

Analytics Vidhya

The magic of sports analytics allows sports fanatics to collect, evaluate, and make in-depth decisions to improve performance. Machine learning plays a key role in this, as it can analyze data about players and […] The post How to Use Machine Learning in Sports Analytics?

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TensorFlow Lite vs PyTorch Mobile for On-Device Machine Learning

Analytics Vidhya

In the recent world of technology development and machine learning its no longer confined in the micro cloud but in mobile devices. TensorFlow Lite and PyTorch mobile, both, are developed to […] The post TensorFlow Lite vs PyTorch Mobile for On-Device Machine Learning appeared first on Analytics Vidhya.

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Lessons Learned After 6.5 Years Of Machine Learning

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Sign in Sign out Submit an Article Latest Editor’s Picks Deep Dives Newsletter Write For TDS Toggle Mobile Navigation LinkedIn X Toggle Search Search Machine Learning Lessons Learned After 6.5 For me, it was a great time to start learning machine learning, because the field was moving so fast that there was always something new.