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We will cover the concept of machine learning in a JavaScript environment. We will cover the form and code of implementing machine learning with JavaScript and TensorFlow.js.

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JavaScript Machine Learning TensorFlow.js

입문

초급

중급이상

텐서플로

Tensorflow

자바스크립트

JavaScript

Machine Learning(ML)

Deep Learning(DL)

Introduction

Machine Learning and Deep Learning

TensorFlow.js Introduction

Tensor and Flow

Vector, Matrix

Machine learning modeling

Linear Regression

Gradient Descent

Batch, Stochastic, Mini-batch Gradient Descent

Optimizer

Linear Regression Regularization

Logistic Regression

Activation function

Softmax Regression

Handwritten MNIST