Giovanni RosatiinTowards Data ScienceAn Impossible AI Challenge?François Chollet is looking for a UnicornFeb 16, 2020Feb 16, 2020
Giovanni RosatiinTowards Data ScienceWhat’s a Tensor?Unpacking a common data science structureFeb 9, 2020Feb 9, 2020
Giovanni RosatiinTowards Data ScienceWeights, Biases, and BackpropagationA simplified look at some essential components of a neural network.Feb 2, 2020Feb 2, 2020
Giovanni RosatiBail decisions — Judges or Artificial Intelligence?Musings inspired by Malcolm Gladwell bookJan 26, 2020Jan 26, 2020
Giovanni RosatiAdventures in “self-driving” model cars — Week 2In this week’s post, I will go over the parts needed for the build. Last week's post can be found here and is a general introduction to…Jan 19, 2020Jan 19, 2020
Giovanni RosatiAdventures in “self-driving” model cars — Part 1A global race pushing the envelope of what a “self-driving” vehicle can do has been raging for years. Some of the promised benefits…Jan 12, 2020Jan 12, 2020
Giovanni RosatiinTowards Data SciencePrecision, Recall, and Predicting Cervical Cancer with Machine LearningMachine Learning is commonly described as a subset of artificial intelligence and in general, involves creating “models” that can analyze…Jan 5, 2020Jan 5, 2020
Giovanni RosatiinTowards Data ScienceUsing Keras and TensorFlow to Predict Dengue Fever OutbreaksMachine learning prediction models using time-series weather data.Sep 28, 20191Sep 28, 20191
Giovanni RosatiinTowards Data ScienceMedical Diagnosis with a Convolutional Neural NetworkIn 2018 the United States Food and Drug Administration approved the use of a medical device using a form of artificial intelligence called…Aug 27, 2019Aug 27, 2019