Deep Learning for JavaScript Hackers - Use TensorFlow.js in the Browser

Deep Learning for JavaScript Hackers - Use TensorFlow.js in the Browser

Dive into deep learning using TensorFlow.js in the browser through this comprehensive 4.5-hour course. Begin with an introduction to TensorFlow.js, then explore logistic regression, including exploratory data analysis and data preprocessing. Apply these concepts to predict diabetes using logistic regression. Progress to linear regression, covering data preprocessing and implementation. Gain insights into neural networks and their applications in machine learning. Conclude by creating ToDo list embeddings using TensorFlow in JavaScript, providing practical experience in applying deep learning techniques.