EncartaLabs

Deep Learning for Beginners

( Duration: 1 Day )

In Deep Learning - Essentials training course delegates will learn to have a basic understanding of Deep Learning and its applications.

By attending Deep Learning - Essentials workshop, delegates will learn:

  • Machine Learning
  • Deep Learning
  • Deep Learning Studio
  • Handwritten Digit Classifcation
  • Image Classification
  • Sentimental Analysis
  • Topic Modeling

  • Data Scientists
  • Data Analysts
  • Engineers

COURSE AGENDA

1

Overview of Machine Learning and Deep Learning

  • What is Machine Leanring?
  • Real Life Applications of Machine Learning
  • Types of Machine Learning
  • What is Neural Network
  • What is Deep Learning
  • Machine Learning vs Deep Learning
2

Deep Learning Studio Desktop

  • Install Deep Learning Studio Desktop
  • Exploring Deep Learning Studio Desktop Interface
3

HandWritten Digit Classification

  • MNIST Handwritten Digit Dataset
  • MNIST Classification with Feedforward Neural Nework
  • What is Convolutional Neural Network (CNN)
  • MNIST Classification with CNN
4

Image Classification

  • CIFAR10 Image Dataset
  • CIFAR10 Classification with Feedforward Neural Nework
  • CIFAR10 Classificatio with CNN
5

Sentimental Analysis

  • IMDB Movie Review Dataset
  • What is Recurrent Neural Network (RNN)
  • What is Long Short Term Memory (LSTM)
  • IMDB Sentimental Analysis with LSTM RNN
6

Topic Modeling

  • Reuters Newswire Dataset
  • Reuters Topic Modeling with LSTM RNN

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.

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