Magento Commerce

Skip to Main Content »

  • (65) 6561 3877
Setting
 
Cart (0 item)
My Cart

You have no items in your shopping cart.

You're currently on:

Deep Learning and Machine Learning with TensorFlow

Deep Learning and Machine Learning with TensorFlow

Sku:CRS-N-0040561

Availability: In stock

Deep learning (also known as deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set of algorithms that attempt to model high level abstractions in data. TensorFlow is one of the newest and most comprehensive libraries for implementing deep learning. This course will show you how to build deep learning applications using Tensorflow.

The topics include

  • Installing TensorFlow
  • Math Operations with TensorFlow
  • Neural Networks with TensorFlow
  • Deep Learning with Tensorflow
  • Image Recognition with Convolutional Neural Network (CNN)
  • Text Analysis with Recurrent Neural Network (RNN)
  • Keras
  • TFLearn


Click here to submit SkillsFuture Credit for Individual

SSG WSG SkillsConnect WDA Absentee Payroll for Company

Course Booking

* Required Fields

$159.00
-
+
$159.00

Day 1

Module 1 Getting Started 

  • What is TensorFlow
  • Install and Run TensorFlow

Module 2 Basic Tensorflow Operations

  • Constant
  • Graph Operation
  • Math
  • Matrix
  • Placeholder
  • Variable

Module 3 Datasets

  • Iris Flower Dataset
  • MNIST Handwritten Digits Dataset
  • CIFAR Image Dataset
  • One Hot Encoding/Decoding
  • Split Dataset to Training/Testing

Module 4 Machine Learning on TF

  • TF Graph Model
  • Loss Function 
  • Optimizer
  • Training
  • Metrics

Module 5 Neural Network (NN)

  • What is Neural Network 
  • Activation Functions
  • Create a Deep Neural Network on TF
  • TensorFlow Playground

Module 6 Tensorboard

  • What is Tensorboard?
  • Visualize a Tensorboard Graph
  • Output Data to Tensorboard

Day 2


Module 7 Convolutional Neural Network (CNN)

  • What is CNN?
  • CNN Architecture
  • Convolution
  • Pooling and Stride
  • Dropout

Module 8 Recurrent Neural Network (RNN)

  • What is RNN?
  • How to train a RNN
  • Long Term Dependencies
  • LSTM Cell
  • GRU Cell

Module 9 Keras

  • What is Keras?
  • Install Keras
  • Neutral Network with Keras
  • Inception V3 Transfer Learning

Module 10 TFLearn

  • What is TFLearn?
  • Install TFLearn
  • Neutral Network with TFLearn

Other people marked this product with these Subjects:

Use spaces to separate tags. Use single quotes (') for phrases.

Customer Reviews

;

There are no customer reviews yet.

Write Your Own Review

You're reviewing: Deep Learning and Machine Learning with TensorFlow

How do you rate this product? *

  1 star 2 stars 3 stars 4 stars 5 stars
Do you find the course meet your expectation?
Do you find the trainer knowledgeable in this subject?
How do you find the training environment
  •  
  •  
  •  
Location

Address: 131 Jurong Gateway Road #04-241, 600131

Mail to: enquiry@sthua.com

Phone: (65) 6561 3877