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Big Data Artificial Intelligence: Deep Learning and Application Discount

Programme Code 10006864-10 Subsidised by RTTP
Start Date21-03-2019
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Fannie Kwok, Tel: 27886271

Programme Info

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Introduction

With the lopsided 4-1 rout by Google’s AlphaGo over Go grandmaster, the easy takeaway is that artificial intelligence (AI) has achieved another milestone against humans, raising the spectre that machines may eventually replace people. This recent event receives prominent mention both in the private and public sectors. While the world is dreams of integrating this intelligent technology into Smart World and Internet of Things, even advanced technology practitioner has difficulty in applying such state-of-the-art technology in our daily life.
 
Deep Learning Technology is a cross-discipline of technology among Big Data Analytics, Statistics and Neuroscience Technology. It simulates how a human brain learn “Knowledge” from the real world. Some eye-popping results have shown up in addressing longstanding artificial intelligence problems.
 
This is a two-day course that will elaborate from the ground-up in practical ways. Starting from basic big data machine learning concept, statistics methodology, and practical program running, commercial deployment for project manager.
 
 

You will Learn How To

  • Understand how this technology help in Internet of Things Projects
  • Understand how this technology work with big data infrastructure
  • Understanding State-of-the-art Big Data Artificial Intelligence Technology
  • Learn how deep learning algorithms improve the accuracies of traditional AI algorithms
  • Learn basic statistics used in Big Data
  • Learn basic machine learning methodology
  • How deep learning help in image recognition and object tracking
  • How deep learning help in sentiment analysis
  • How deep learning help in decision making such as Chess / “Go” game
  • Practical Experience in writing deep learning programs
 

Who Should Attend

This course is designed for project managers, software developers, and statisticians. It is an advanced extension to Internet of Things and Big Data Project.  Project manager, who intends to utilize Big Data Intelligence into their projects, can learn what, why and how Deep Learning works in the project; Software developers and system integrators can learn practically how algorithms and software can be written.
 

Prerequisites

It is highly recommended that participants process basic programming knowledge (Python) and basic statistical knowledge to fully take advantage of this course.
 

Content

  • Basic Knowledge in Big Data Analytics
  • Overview of Deep Learning
  • Overview of Neural Networks
  • Basic Working Principles of Neural Network
  • Artificial Neural Network
  • Convolutional Neural Network
  • RNN & LSTM Network
  • Deep Q Learning & Reinforcement Learning
  • Case Study - Integration of AI into Big Data Infrastructure
  • In-Depth Case Studies
  • Python AI Examples
 

Course Fee

HK$4,800 (“Friends of SME One” could enjoy a 5% off discount)
Reindustrialisation and Technology Training Programme (RTTP) registered course: After approval of the funding, 2/3 of the course fee will be funded.
 

Medium of Instruction

Cantonese (English terms will be used where appropriate)
 

Award of Certificate

Participants who have attained at least 75% attendance will be awarded a certificate of attendance issued by the Hong Kong Productivity Council.
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