Juan De Dios Santos (Page 2)

Juan De Dios Santos

Analyzing My Reddit Usage

Analyzing My Reddit Usage

A data-driven approach to achieving my New Year's Resolution of reducing my online time.

I gave a talk at my alma mater and loved it

I gave a talk at my alma mater and loved it

An emotional talk from which three points stood out.

Will I draw a Battle VIP Pass? Exploring the probabilities of the Pokémon Trading Card Game

Will I draw a Battle VIP Pass? Exploring the probabilities of the Pokémon Trading Card Game

Using math to improve my game.

A quick way to generate Go tests in Visual Studio Code

A quick way to generate Go tests in Visual Studio Code

Click here to generate unit tests.

Why do I quantify my life with data? - a presentation

Why do I quantify my life with data? - a presentation

Presented at CarpentryCon 2022

How does Twitter feel about Pokemon Legends: Arceus?

How does Twitter feel about Pokemon Legends: Arceus?

Understanding tweets about the game using spaCy and Google Cloud's Natural Language AI API.

I’ve tracked my mood for over 1000 days—a data analysis

I’ve tracked my mood for over 1000 days—a data analysis

Using data to better understand what I did and how I felt

From TensorFlow to Beyond

From TensorFlow to Beyond

Presented at DecompileD 2021

Two clicks to cluster and block thousands of spammers–a presentation

Two clicks to cluster and block thousands of spammers–a presentation

Presented at Berlin Buzzwords 2021.

How to capture sensor data in an Arduino and read it in Python using PySerial

How to capture sensor data in an Arduino and read it in Python using PySerial

Getting sensor data out of an Arduino Nano 33 BLE.

A brief introduction to TensorFlow.js—a presentation

A brief introduction to TensorFlow.js—a presentation

Presented at twentysix.

Detecting Pokemon on an Arduino using TinyML and TensorFlow

Detecting Pokemon on an Arduino using TinyML and TensorFlow

Using colors to predict whether this is Pikachu or Bulbasaur

Learnings about handling fraud with data and machine learning

machine learning

Learnings about handling fraud with data and machine learning

Anomaly detectors, rule-based systems, fallback options, and common sense.

Is a neural network better than Ash at detecting Team Rocket?—a presentation

Is a neural network better than Ash at detecting Team Rocket?—a presentation

Presented at PyData Global 2020

My first book, Practical TensorFlow.js

My first book, Practical TensorFlow.js

My first book, Practical TensorFlow.js (Apress, 2020), is out! As the name indicates, the book aims to teach TensorFlow.js through practical exercises, which cover algorithms ranging from traditional machine learning to deep learning, e.g., linear regression, k-means, convolutional neural networks, and generative adversarial networks. Through hands-on examples,

Trying Android's NNAPI ML accelerator with Object Detection on a Pixel 4 XL

machine learning

Trying Android's NNAPI ML accelerator with Object Detection on a Pixel 4 XL

Testing and comparing Android's ML acceleration with a MobileDet model.

Is a neural network better than Ash at detecting Team Rocket? If so, how?

Is a neural network better than Ash at detecting Team Rocket? If so, how?

Training CNNs in TensorFlow, object detection models in Google Cloud, and visualizing activation maps in TensorFlow.js.

Using TensorFlow Go to serve an object detection model with a web service

Using TensorFlow Go to serve an object detection model with a web service

Building a web service to serve a MobileNet object detection model with TensorFlow Go.

Cooking data: BigQuery ML vs the online dating spam

Cooking data: BigQuery ML vs the online dating spam

Watch Felipe Hoffa — Google Cloud's BigQuery Advocate Developer — and I talk about spam, Big Query, and ML in a video we did some time ago. In the interview, I described how we leveraged BigQuery to fight the spammers at LOVOO.

Interpreting the 2020 Puerto Rico Earthquake Swarm with data

Interpreting the 2020 Puerto Rico Earthquake Swarm with data

Using visualizations, maps, time series and Google Trends data to describe this event

My Blueprint for Writing Data Stories

My Blueprint for Writing Data Stories

Putting structure and soul in technical articles

On the sensationalism of artificial intelligence news

On the sensationalism of artificial intelligence news

When AI articles misinform and mislead.

How (and why) I built an over-complicated data-driven system to remind me to drink water

How (and why) I built an over-complicated data-driven system to remind me to drink water

Data, Golang, Python, Android, Docker, gRPC, Firebase, Cloud, BigQuery. Oh my!

Sorry, but your cat or dog AI is damaging the world.

artificial intelligence

Sorry, but your cat or dog AI is damaging the world.

Summarizing the “Green AI” paper