Call +65 96983731 Email: enquiry@tertiaryinfotech.com

Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

Deep Learning for Beginners

Deep Learning Studio by Deep Cognition is a easy to use AI development and deployment platform for beginners. It is the first robust deep learning platform with a visual interface. The platform provides a comprehensive solution to data ingestion, model development, training, deployment and management. Deep Learning Studio users have the ability to quickly develop and deploy deep learning solutions through robust integration with TensorFlow, MXNet and Keras. Easy to use drag and drop editor helps you build deep learning models without coding.

The topics includes

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

After your registered for the course, you can apply SSG grants below

Click here to apply SkillsFuture Credit for Individual

Click here to apply WSG Absentee Payroll for Company
Course Code: CRS-N-0046248

Course Booking

$298.00 (GST-exclusive)

Course Date

Course Time

* Required Fields

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Training Grant and Subsidy

All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses. Visit the SkillsFuture Credit website www.skillsfuture.sg/credit to choose from the courses available on the SkillsFuture Credit course directory

Course Details

Module 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

Module 2 Deep Learning Studio Desktop 

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

Module 3 HandWritten Digit Classification

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

Module 4 Image Classification

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

Module 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

Module 6  Topic Modeling

  • Reuters Newswire Dataset
  • Reuters Topic Modeling with LSTM RNN

Who Should Attend

  • Data Scientists
  • Data Analysts
  • Engineers

Prerequisite

Nil

Trainers

Deep Learning TrainerDwight Nuwan Fonseka have a degree in Biotechnology (from NUS) ,Advanced diploma in Pharamceutical management (from MDIS) and Masters in Education (from NTU). He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas.

Deep Learning Trainer Dr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 2007 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2010, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products

Dr. Alfred Ang earned his Ph.D. from National University of Singapore in 2000, majoring in Electrical and Electronics Engineering. He also completed an online MBA course with U21 Global based in Australia. He obtained his B.Sc (Hons) from National University of Singapore in 1992, majoring in Physics. He topped his Physics cohort for 3 consecutive years and funded his degree study with Book price, awards and tuition. He has worked in Defence, Electronics and Semiconductor Industries. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.

Dr. Alfred Ang was Distinguished Toastmasters (DTM) and Senior Member of IEEE. He has published more than 20 peer reviewed papers and co-inventors for more than 20 inventions.

Deep Learning TrainerLisa Lee has her degree in Finance at the Illinois Institute of Technology. Prior to returning to Singapore, she worked as a financial analyst in a US-start up that sells business intelligence to dental offices. She was on the winning team for the Chicago Quantitative Alliance (CQA) Investment Challenge in 2015.Her core specialisation skills are R, Python, Machine Learning, Statistical Analysis, and Data Visualisation in Tableau and Qliksense. She currently works as a Data Science Instructor at a local university.

Deep Learning  TrainerDr. Wesley Goi is currently in his final year of his PhD in Bioinformatics at National University of Singapore (NUS) where he previously received his degree in Molecular Biology at NUS (Honours 2nd Uppers). He was the TA for Introductory Bioinformatics LSM2241. He specialises in analysing high throughput DNA and RNA sequencing data of complex microbial communities using network analyses and various functional analyses. In his previous projects he has applied machine learning methods to vaccine discovery.

Customer Reviews (1)

Will RecommendReview by Gaurav Mahajan
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
I found the course to be a good starting point on the subject . The trainer was very helpful in answering queries and providing industry examples of this technology . Looking forward to being on another course with Tcources and the same trainer. (Posted on 5/31/2018)

Write Your Own Review

You're reviewing: Deep Learning for Beginners

How do you rate this product? *

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

Tags

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

You May Be Interested In These Courses

Python Machine Learning with Scikit Learn Training

Python Machine Learning with Scikit Learn Training

21 Review(s)
$298.00 (GST-exclusive)
R Machine Learning Training

R Machine Learning Training

12 Review(s)
$298.00 (GST-exclusive)
Solving Problems with Machine Learning

Solving Problems with Machine Learning

2 Review(s)
$298.00 (GST-exclusive)
Deep Learning and Machine Learning with TensorFlow

Deep Learning and Machine Learning with TensorFlow

34 Review(s)
$498.00 (GST-exclusive)
Machine Learning for Network Security

Machine Learning for Network Security

8 Review(s)
$298.00 (GST-exclusive)
Machine Learning with Apache Spark

Machine Learning with Apache Spark

1 Review(s)
$298.00 (GST-exclusive)
Deep Learning with PyTorch

Deep Learning with PyTorch

4 Review(s)
$498.00 (GST-exclusive)