Practical Tensorflow.Js: Deep Learning in Web App Development Rivera Juan de Dios Santos
Chapter 1Welcome to TensorFlow.jsHeadings - ● What is TensorFlow.js? - ● TensorFlow.js API ○ Tensors ○ Operations ○ Variables ● How to install it ● Use casesChapter 2Building your First ModelHeadings…
Specifikacia Practical Tensorflow.Js: Deep Learning in Web App Development Rivera Juan de Dios Santos
Chapter 1Welcome to TensorFlow.jsHeadings - ● What is TensorFlow.js? - ● TensorFlow.js API ○ Tensors ○ Operations ○ Variables ● How to install it ● Use casesChapter 2Building your First ModelHeadings - ● Building a logistic regression classification model - ● Building a linear regression model - ● Doing unsupervised learning with k-means - ● Dimensionality reduction and visualization with t-SNE and d3.js - ● Our first neural networkChapter 3Create a drawing app to predict handwritten digits usingConvolutional Neural Networks and MNISTHeadings ● Convolutional Neural
Deep Learning in Science