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    Regression in Angular using TensorFlow.js

    Posted By: lucky_aut
    Regression in Angular using TensorFlow.js

    Regression in Angular using TensorFlow.js
    Published 6/2023
    Duration: 2h48m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 3.35 GB
    Genre: eLearning | Language: English

    Learn to build regression models to datasets using machine learning in Typescript

    What you'll learn
    Creating regression models in TensorFlowjs
    Basics of training a machine learning model
    Basics of regression
    Building smart apps in Angular
    Requirements
    I have tried to explain everything, but an Angular knowledge may be advantageous, and a machine learning know also may be useful.
    Description
    Data Science is all about finding information/knowledge from datasets. One very powerful approach is using linear models, called regression. Even though they are limited, they still can delivery something if the datasets have a linear tendency.
    On this course, we use Angular as framework, coding environment, and TensorFlow.js as the library for creating a machine learning based regression model.
    What is Angular??
    Angular is a framework, designed by the Google Team, and it has been widely used to design sites.Essentially, it is a framework to create frontends, based on TypeScript. In layman's terms: the page you see and interact on your web browser.
    It is a framework to create frontends.
    What is TensoFlow.js??
    TensorFlow.js is a JavaScript-based library for deep learning, based on the classical TensorFlow, written in Python; you can also do simple learning machine, some simple mathematical operations with tensors and so on. There are several reasons for using TensorFlow.js instead of Python, and I hope to come back to that in the future.
    A nice point is that they claim it is possible to transform models in both directions: TensorFlow.js <-> TensorFlow.
    We are going to build a linear regression model using TensorFlow.js in Angular. We are also going to learn about machine learning, and Angular!
    Who this course is for:
    JavaScript programmers waiting to learng machine learning
    Machine learning practitioners wanting to learn web coding
    Angular coders wanting to add intelligence to their apps


    More Info