Juan C Olamendy – Medium

Juan C Olamendy

Juan C Olamendy

How to Align with Model’s Prediction with Real World Outcomes

Imagine you’re building a model.

2d ago

How to Align with Model’s Prediction with Real World Outcomes

2d ago

Juan C Olamendy

Practical ML: How to Find the Right Spot to Stop your Training Process to Save Money and Time

Have you ever wondered what’s the right moment to stop your training process?

5d ago

Practical ML: How to Find the Right Spot to Stop your Training Process to Save Money and Time

5d ago

Juan C Olamendy

How to Select the Right Features: A Practical Guide

Machine learning (ML) models heavily rely on the quality and relevance of the features used to train them.

Jun 18

How to Select the Right Features: A Practical Guide

Jun 18

Juan C Olamendy

Real World ML: The Hashing Trick: An Elegant Solution to Dynamic Category Encoding

Have 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 17

Real World ML: The Hashing Trick: An Elegant Solution to Dynamic Category Encoding

Jun 17

Juan C Olamendy

Real-world ML: Contrastive Learning, The Power of Grasping the Data Essence

Imagine 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 12

Real-world ML: Contrastive Learning, The Power of Grasping the Data Essence

Jun 12

Juan C Olamendy

Real World ML: Early Stopping in Deep Learning: A Comprehensive Guide

Have you ever spent days training a deep learning model, only to find out it performs poorly on new data?

Jun 10

Real World ML: Early Stopping in Deep Learning: A Comprehensive Guide

Jun 10

Juan C Olamendy

Unlocking the Power of Vector Databases in Recommendation Systems

Ever marveled at how platforms like Amazon, Netflix, or Spotify seem to predict your preferences with accuracy?

Jun 5

Unlocking the Power of Vector Databases in Recommendation Systems

Jun 5

Juan C Olamendy

Practical ML: Addressing Class Imbalance

Ever wondered why your machine learning model is failing to detect rare but critical events?

Jun 4

Practical ML: Addressing Class Imbalance

Jun 4

Juan C Olamendy

Real-World ML: Effective Labeling Strategies for Machine Learning

Have you ever struggled with the time-consuming and resource-intensive task of labeling data for your machine learning projects?

May 31

Real-World ML: Effective Labeling Strategies for Machine Learning

May 31

Juan C Olamendy

Real World ML — Understanding Batch Size. Train Faster and Better Deep Learning Models

Have you ever spent days fine-tuning a deep learning models, only to see no difference on its performance?

May 29

Real World ML — Understanding Batch Size. Train Faster and Better Deep Learning Models

May 29

Juan C Olamendy

Juan C Olamendy

🤖 Talk about AI/ML · AI-preneur 🛠️ Build AI tools 🚀 Share my journey 𓀙 🔗 http://pixela.io · 🛍️ http://shoppingbot.ai

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams