Juan C OlamendyModel Optimization Techniques in Neural Network: A Comprehensive GuideHave you ever wondered what it would be like to have a supercharged AI model that fits in your pocket?Jul 29Jul 29
Juan C OlamendyUnlocking the Power of Active Learning: A Deep Dive into Smart Data LabelingImagine a world where you can train high-performing machine learning models without the tedious and expensive task of manually labeling…Jul 22Jul 22
Juan C OlamendyBackpropagation in Deep Learning: The Key to Optimizing Neural NetworksHave you ever wondered how neural networks learn?Jul 15Jul 15
Juan C OlamendyHow to Align with Model’s Prediction with Real World OutcomesImagine you’re building a model.Jun 24Jun 24
Juan C OlamendyPractical ML: How to Find the Right Spot to Stop your Training Process to Save Money and TimeHave you ever wondered what’s the right moment to stop your training process?Jun 21Jun 21
Juan C OlamendyHow to Select the Right Features: A Practical GuideMachine learning (ML) models heavily rely on the quality and relevance of the features used to train them.Jun 18Jun 18
Juan C OlamendyReal World ML: The Hashing Trick: An Elegant Solution to Dynamic Category EncodingHave you ever encountered a situation where your ML model is not doing well in production due to encountering a category it hasn’t seen…Jun 17Jun 17
Juan C OlamendyReal-world ML: Contrastive Learning, The Power of Grasping the Data EssenceImagine trying to identify a rare disease with just a few x-ray images. The high cost of labeling and the scarcity of data make this task…Jun 12Jun 12
Juan C OlamendyReal World ML: Early Stopping in Deep Learning: A Comprehensive GuideHave you ever spent days training a deep learning model, only to find out it performs poorly on new data?Jun 10Jun 10
Juan C OlamendyUnlocking the Power of Vector Databases in Recommendation SystemsEver marveled at how platforms like Amazon, Netflix, or Spotify seem to predict your preferences with accuracy?Jun 5Jun 5