Introduction to Artificial Intelligence (AI) and Real Cases from Industries

30 HOURSOnline Course

March 16th-May 7th, 2020

What you will learn

• Industries Domain Study• Practical Applications• Frameworks / Platforms

Fee Waiving Program Available

Course Worth 10,000 THB

Register NOW

In this 30 hours AI course you will learn what Artificial Intelligence (AI) is, explore use real cases and plenty of applications on AI, understand AI concepts and terms like machine learning, deep learning and data science. You will be exposed to various issues and concerns surrounding variety industries such as Manufacturing, Medical, Financial and Agriculture…etc.

You will get advice from experts about learning and understanding to apply your business in AI. We advices all of registers demonstrate AI in action with a mini project by the end of course. This course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone whether you have a technical background or not.

Welcome to World of AI....

Manufacturing AI

AI in manufacturing allows making rapid, data-driven decisions, optimizing processes, minimizing costs. In this course, you will learn how to resolve the production issues like

defect detection, how to predict maintenance and scheduling optimization

Medical AI

AI is heading to transform medicine and somewhere even replace real-medicine workers. In this course, you will understand how to resolve the healthcare critical challenges in Retinal Fundus Images Classification, Voice Assistant and Design Disease Prediction.

Retail AI

This study presents few case studies of retailers adopting AI to improve customer experience personalization and invest on experiential retail. In this course, you will learn

on the AI implementation in retail environment, improving customer experience and operation optimization.

Agriculture AI

In this course, we explore applications of artificial intelligence to provide business leaders with an understanding of current and emerging trends, and present representative examples of popular applications. This could be improving for farms productivities and major lost prevention by using AIoT application and detect disease for plants nutrition.

Financial AI

The rise of AI in the financial industry proves how quickly it’s changing the business landscape even in traditionally conservative areas. Here are just some of the most

popular examples of AI in finance such as Credit Card Image Classification, Intelligent Assistant you will know from this course.

Education AI

AI has already been applied to education primarily in some tools that help develop skills and testing systems. As AI educational solutions continue to mature, the hope is that AI can help fill needs gaps in learning and teaching and allow schools and teachers to do more than ever before. In this course, you will learn to implement AI in assisting teacher to make student works assessment in smarter way.

All participants require to use online meeting tool " Zoom" and hands on practices platform "Corelab" to enter each session.

Date Time(*a) Topic AI Core Skill

3/16(Mon)

3/17(Tue)

3/19(Thu)

3/21(Sat)

3/24(Tue)

3/26(Thu)

3/28(Sat)

3/31(Tue)

4/07(Tue)

4/09(Thu)

4/21(Tue)

4/23(Thu)

4/25(Sat)

4/28(Tue)

4/30(Thu)

5/07(Thu)

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Course Briefing

Introduction to Artificial IntelligenceVideo: Visions for an AI Country / Case Study: Face mask recognition in flight COVID-19 / Motivation: AI TrendsHands-on practice: AI in Iris Recognition

AI : Trends and OverviewAquaculture / Agriculture / Finance / Retail / Transporation / Medical / Manufacturing

AI Practice : Hands-on LabStock Price / Forex Prediction

AI PrinciplesMachine Learning / Algorithms / Deep Learning

Data Science : Trends and OverviewNetflix, Youtube video recommendation system / Smart Agriculutre: AgTech Trend Prediction by Data Analytics, Predictive Analysis Agricultural Systems

Data Science Hands On Lab : E-commerce Recommendation SystemBuild an E-commerce Product Recommendation System

Data Science PrinciplesLong Short-Term Memory Networks (LSTM) / Gated Recurrent Unit (GRU) / Recurrent Neural Networks (RNN)

Computer Vision : Trends and Overview Industry Cases / Smart monitoring, Smart Parking / Retina, Chest X-Ray images Classification / AOI Defects Reduction via Re-inspection and Classfication / Credit Card Image Classification, Intelligent Assistant for Traders, Secuirty Camera with Ai

Computer Vision : Hands on LabImage Recognition Tools / Hands-on Practice in Image Recognition

Computer Vision PrinciplesConvolutional Neural Network / CNN Application in Computer Vision

NLP : Trends and OverviewIndustry Cases / Pepper the Intelligent Robot / Play Nursery Rhymes, Reading Tutor for Children / Voice Assistant inHealthcare / AI in Assessments for Learning / Customer Service Chatbot

NLP : Hands On Lab - Medical ChatbotIntroduction to Chatbot Tools / AI Chatbot Scripts Design / Building an AI Chatbot

NLP : PrinciplesIntroduction to Text Mining / Introduction to Natural Language Processing

Sharing & FeedbacksSharing on AI application in daily life or at work / Instructor provide suggestions & further guidelines

Guide to organization AI team build upAI team setup and collaboration approaches / Define capabilities on problem solving AI scenarios implementation approaches

Introduction

Introduction

AI

Machine Learning

Deep Learning

Data Science

Data Science

Data Science

ComputerVision

ComputerVision

ComputerVision

NLP

NLP

NLP

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Schedule & Topics

* a : Timezone based on Thailand Time.* b : AIC Organizers has the right to adjust the course & schedule. Schedule is subject to adjustment by TTAIC team.* A computer with the following basic specs should be sufficient for online distance learning:80 GB hard drive or higher, 2 GB RAM or higher, 2.0 GHz Intel or AMD processor, Windows XP or Windows 7 or later/ OS 10.6 or later, Soundcard, MS Office 2007 or later, Office 2008 (for MAC) or later Internet Explorer 8.0 or later, Firefox 3.6 or later, Google Chrome 7.0 or later Safari 5.0 or later Adobe Acrobat Reader 9.0 or later Anti-virus program (updated regularly) Computer microphone and speakers Web Camera High-speed Wi-Fi connection obtained either at home (preferred for the best study setting) or via an outside source, such as the library, a quiet restaurant, etc

Thailand Taiwan AI College (TTAIC) represents the strength of future AI learning and development between Thailand and Taiwan,aim to meet the growing demand driven by Thailand industries and provide working professionals for future talent to develop relevant competencies.

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