Machine Learning

Machine Learning

Building a Scalable Recommender System with Two-Tower Models and ANN Indexes | by Gaurav Kandel | Mar, 2025

Once the item embeddings are computed offline, they must be stored in a highly optimized Approximate Nearest Neighbor (ANN) index to allow for...
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Machine Learning

Evolving Product Operating Models in the Age of AI

previous article on organizing for AI (link), we looked at how the interplay between three key dimensions — ownership of outcomes, outsourcing...
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Machine Learning

Using Claude 3.7 Locally – KDnuggets

Image by Author   You might be wondering: why would I want to run a proprietary...
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Machine Learning

SGD: Ağırlıklı örnekler. Ağırlıklı Stokastik Gradyan İnişi (SGD)… | by Beyza Öztürk | Mar, 2025

import matplotlib.pyplot as plt #Grafik çizmek için kullanılır.import numpy as np #Sayısal işlemler ve veri üretimi için kullanılır.from sklearn import linear_model#SGDClassifier...
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Machine Learning

Algorithm Protection in the Context of Federated Learning 

While working at a biotech company, we aim to advance ML & AI Algorithms to enable, for example, brain lesion segmentation to be...
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Machine Learning

Advanced Error Handling in Python: Beyond Try-Except

Image by Author | Canva   Error handling is an important aspect of writing reliable Python applications....
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