seniya29116

JavaScript, which is known to all web developers, now explore the world of machine learning with this powerful language! This course learns how to build and deploy machine learning models using JavaScript and the powerful machine learning library Tensorflow.js. It guides you step-by-step through all the technologies required to develop web-based machine learning applications. Through this course, learners will systematically understand the core principles of machine learning. In addition, you will learn how to develop deep learning models using JavaScript and Tensorflow.js APIs, how to utilize transfer learning based on pre-trained models, and how to apply all this knowledge interactively in a browser environment.

trimurti

Machine Learning with JavaScript and Tensorflow.js

이론과 실습 한 번에

이론 실습 모두

딥러닝머신러닝

Artificial Neural Network

인공신경망

tensorflow

YoungJea Oh

입문

초급

중급이상

Machine Learning(ML)

Deep Learning(DL)

자바스크립트

JavaScript

tensorflow-js

Education Environment Preparation

Machine Learning and Tensorflow.js Overview

Neural Network Overview

Tensors and Operations

Principles of Neural Network Training

Linear Regression (Linear Regression)

Binary Classification (Logistic Regression)

Multiclass Classification

Transfer Learning

Finish