Juan C Olamendy
Real World ML: Data Transformations

Real World ML: Data Transformations

Imagine spending months building a machine learning model, only to watch it fail spectacularly in production. Your accuracy plummets from 95% in testing to 60% in the real world. Frustrating, isn't it? Here's the twist: the problem likely isn't your ...

Juan Carlos Olamendy
Juan Carlos Olamendy
5 min read
Real-World ML: Feature Scaling in Machine Learning

Real-World ML: Feature Scaling in Machine Learning

Juan Carlos Olamendy
Juan Carlos Olamendy
5 min read
Testing Recommendation Models in Production: A Deep Dive into Interleaving Experiments

Testing Recommendation Models in Production: A Deep Dive into Interleaving Experiments

Juan Carlos Olamendy
Juan Carlos Olamendy
6 min read
Juan Carlos Olamendy

Juan Carlos Olamendy

2 followers

๐Ÿค– Talk about AI/ML ยท AI-preneur ๐Ÿ› ๏ธ Build AI tools ๐Ÿš€ Share my journey ๐“€™ ๐Ÿ”— pixela.io ยท ๐Ÿ›๏ธ shoppingbot.ai

Parsing LLM Structured Outputs in LangChain: A Comprehensive Guide

Parsing LLM Structured Outputs in LangChain: A Comprehensive Guide

Juan Carlos Olamendy
11 min read
Interleaving Experiments: Revolutionizing Recommender System Evaluation

Interleaving Experiments: Revolutionizing Recommender System Evaluation

Juan Carlos Olamendy
9 min read
Continual Learning: Discover how to Adapt to the Ever-Changing Data Landscape

Continual Learning: Discover how to Adapt to the Ever-Changing Data Landscape

Juan Carlos Olamendy
13 min read
Model Deployment Strategies: Discover How to Boost your ML Deployment Success

Model Deployment Strategies: Discover How to Boost your ML Deployment Success

Juan Carlos Olamendy
9 min read
Real World ML: Discover What Happens After a Model is Trained

Real World ML: Discover What Happens After a Model is Trained

Juan Carlos Olamendy
7 min read
Back to Basics: Mastering K-Means Clustering with NumPy

Back to Basics: Mastering K-Means Clustering with NumPy

Juan Carlos Olamendy
8 min read
Unlocking the Power of K-Nearest Neighbors: A Deep Dive into NumPy Implementation

Unlocking the Power of K-Nearest Neighbors: A Deep Dive into NumPy Implementation

Juan Carlos Olamendy
8 min read
Transforming Document Summarization: A Deep Dive into Sentence Embeddings, Clustering, and Summarization

Transforming Document Summarization: A Deep Dive into Sentence Embeddings, Clustering, and Summarization

Juan Carlos Olamendy
6 min read
Model Optimization Techniques in Neural Network: A Comprehensive Guide

Model Optimization Techniques in Neural Network: A Comprehensive Guide

Juan Carlos Olamendy
6 min read