EncartaLabs

Building Machine Learning Web Apps with Tensorflow.js

( Duration: 3 Days )

Tensorflow.js is an open-source Javascript library you can use to define, train, and run machine learning models entirely in a browser, using Javascript and a high-level layers API. Tensorflow.js is based on Tensorflow, the most popular machine learning framework in the world. You can build interactive Machine Learning web apps using Tensorflow.js

In Building Machine Learning Web Apps with Tensorflow.js training course, you will learn the basic operations and applications of Tensorflow.js

By attending Building Machine Learning Web Apps with Tensorflow.js workshop, delegates will learn:

  • Neural Network with Tensorflow.js
  • Regression with Tensorflow.js
  • Classification with Tensorflow.js
  • Import Keras models to Tensorflow.js

  • Basic HTML, CSS knowledge
  • Basic Javascript knowledge
  • Data Scientists
  • Data Analysts
  • Software Developers
  • Web Developers
  • Mobile Developers

COURSE AGENDA

1

Getting Started on Tensorflow.js

  • What is Tensorflow.js
  • Try Tensorflow.js Demo
  • Install Tensorflow.js
2

Tensorflow.js Basics

  • Tensors
  • Variables
  • Operators
  • Memory Management
3

Regression

  • What is Regression
  • Build a Linear Regressor with Tensorflow.js
  • Data Visualisation using Chart.js
4

Neural Network

  • What is Neural Network
  • Build a Neural Network Regressor with Tensorflow.js
5

Classification

  • What is Classification
  • Build a Neural Network Classifier with Tensorflow.js

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

Top