Dr. Juan Zamora-Mora

@doczamora

Machine Learning and AI is what I love

San Jose, Costa RicaJoined April 2022

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Doctor in Computer Sciences. Researcher Professor.

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Demos, Teaching and Webinars

Dr. Juan Zamora-Mora's blogs

Doc Zamora's ML & AIwww.doczamora.com22 posts

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Recently published

doczamora.com

Phoenix Suns vs Oklahoma City Thunder Matchup Prediction with Logistic Regression

In this post, I will review some stats from a sportsbook and build a logistic regression classifier to estimate the probability of a basketball team winning a match. For our experiment, we will use the following metadata collected at 8 am CST from a ...

Dec 11, 20259 min read

doczamora.com

Checkmate: How Chess Shaped Culture, Science, and Artificial Intelligence

Chess is a board game with characteristics that are quite simple to understand. Two players move a set of 16 pieces on an 8 x 8 board according to a set of movement rules: the pawn moves only forward and captures diagonally; the knight moves in an “L...

Sep 26, 20257 min read

doczamora.com

Tensor vs Matrix: an example with computer vision

Today's post will try to answer the question: What is the difference between a tensor and a matrix? The Matrix If you have a basic understanding of algebra, you should already know that a Matrix is an object with a rectangular shape of values, such a...

Sep 9, 20246 min read

doczamora.com

The Bias-Variance Trade-off Explained

What's Bias? In machine learning, Bias refers to the difference between the predicted and expected values. Bias can also be defined as the error that is introduced by approximating a real-life problem. In supervised learning, we usually have a traini...

Jun 26, 20248 min read

doczamora.com

Custom Annotation for Roboflow Pre-trained Models with CV2

Roboflow has a great playground of models for computer vision, including object detection and tracking. Their web interface allows you to create datasets and labeling tools that can help any team label faster and be more collaborative with their onli...

Jun 11, 20244 min read

Dr. Juan Zamora-Mora

About

Available for

Dr. Juan Zamora-Mora's blogs

Recently published

Phoenix Suns vs Oklahoma City Thunder Matchup Prediction with Logistic Regression

Checkmate: How Chess Shaped Culture, Science, and Artificial Intelligence

Tensor vs Matrix: an example with computer vision

The Bias-Variance Trade-off Explained

Custom Annotation for Roboflow Pre-trained Models with CV2

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Dr. Juan Zamora-Mora

About

Available for

Dr. Juan Zamora-Mora's blogs

Recently published

Phoenix Suns vs Oklahoma City Thunder Matchup Prediction with Logistic Regression

Checkmate: How Chess Shaped Culture, Science, and Artificial Intelligence

Tensor vs Matrix: an example with computer vision

The Bias-Variance Trade-off Explained

Custom Annotation for Roboflow Pre-trained Models with CV2