Juan C Olamendy
Mastering Feature Scaling and Normalization in Machine Learning

Mastering Feature Scaling and Normalization in Machine Learning

Imagine processing data where one feature records age in years and another tracks income in thousands of dollars. How do you fairly compare them? This disparity in scale mirrors the challenges machine learning algorithms face when features differ vas...

Juan Carlos Olamendy
Juan Carlos Olamendy
5 min read
Understanding Bias and Variance: The Fundamental Trade-off in Machine Learning

Understanding Bias and Variance: The Fundamental Trade-off in Machine Learning

Juan Carlos Olamendy
Juan Carlos Olamendy
6 min read
Mastering the Cascade Design Pattern in ML/AI: Breaking Down Complexity into Manageable Steps

Mastering the Cascade Design Pattern in ML/AI: Breaking Down Complexity into Manageable Steps

Juan Carlos Olamendy
Juan Carlos Olamendy
4 min read
Juan Carlos Olamendy

Juan Carlos Olamendy

2 followers

πŸ€– Talk about AI/ML Β· AI-preneur πŸ› οΈ Build AI tools πŸš€ Share my journey π“€™ πŸ”— pixela.io Β· πŸ›οΈ shoppingbot.ai

Real World ML: Data Transformations

Real World ML: Data Transformations

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
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
6 min read
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