AI 4 BUSINESSWeek 2:BASICS & DRIVERS

• Adhi Prasetio

• Program Studi Manajemen Bisnis Telekomunikasi dan Informatika

• Fakultas Ekonomi dan Bisnis

• Universitas Telkom

Review(60 minutes)

• Q & A

• Review Previous Week

Assignment (Discussed Next Week)- Read Kreutz chapter 1

Give example the use of: supervised, unsupervised and reinforced learning!

AI effect on economic can be in many forms. Can you explain the difference between augmented and substitution?

Do you think AI will replace human employee? What will happen to them?

Closing Discussion

and Review

(30 minutes)

• Europe currently has a bad hand to play here whereby the USA and China take over the leading role on AI. Can you think of reasons to explain that fact?

• Review:

• What is AI, Machine Learning, Deep Learning, neural network?

• Strong vs Weak goals?

• Ethical goals?

• AI effect?

Rencana Pembelajaran Semester (RPS)

Artificial Intelligence basics

• What is Artificial Intelligence? (Kreutzer)

• Basic and drivers of AI (Kreutzer + Taulli)

Related Technology

• Machine Learning (Taulli + Akerkar)

• Deep Learning (Taulli + Akerkar)

• Recommendation Engine (Akerkar)

• Robotic Process Automation (Taulli)

• Natural Language Processing (Taulli)

• Physical Robot (Taulli)

How to Implement AI to your Business

• Maturity assessment (Kreutzer)

• Development Phase (Kreutzer + Taulli)

Application of AI

• Production Area (Kreutzer)

• Customer Service, Marketing and Sales (Kreutzer)

• Retail, Service and maintenance Sector (Kreutzer)

• Health Care, Education and Human Resource (Kreutzer)

• Energy Sector, Smart Home, Mobility and Transport (Kreutzer)

• Financial Services and Creative Sector (Kreutzer)

• Security and Military (Kreutzer)

MID EXAM FINAL EXAM

Opening Assignment + Discussion (60 minutes)

WHAT IS THE DIFFERENCE BETWEEN AI AND BIG DATA

MOORE’S LAW

Drivers

• Moore’s Law: The effects of exponentiality will massively advance the performance of AI applications in the coming years. (Kreutzer)

• The digitalization and dematerialization of products, services and processes offer additional fields of application for Artificial Intelligence. (Kreutzer)

• The connectivity of objects, data, processes and organisms creates new fields of application for AI systems.(Kreutzer)

• Comprehensive data pots—identified by the terms volume, velocity, variety, veracity and value—represent the necessary food for AI developments. (Kreutzer) Explosive growth of datasets (Taulli)

• Many new technologies of the Gartner Hype Cycle support the AI usage and will successively exploit new areas of application. (Kreutzer)

• The AI success on the world markets stands or falls with the available budgets. (Kreutzer)

• Infrastructure (Taulli)

• NVIDIA (Taulli)

Does Moore’s Law really exist?

• Do some research:

• Data that support Moore’s law in Computing power

• On other field?

• How fast a car it is if it follows Moore’s law?

This Photo by Unknown Author is licensed under CC BY-ND

This Photo by Unknown Author is licensed under CC BY

Discussion: Can you Identifiy Big Data in Autonomous Vehicle?

Volume

Velocity

VarietyVeracity

Value

Games (30 minutes)

• Find course ppt

• Rules:

• 5 hints

• Write your answer to chat (first appear in my chat is thw winner)

• Mention one of the four word and letter (worth 1 point)

• Name the website (worth 1 point)

• Paste the link (worth 2 points)

• https://www.thinglink.com/mediacard/1344862854431375362 This Photo by Unknown Author is licensed under CC BY

The up and down of AI (Taulli)

• Alan Turing (The Father of AI)

• Golden Era

• Winter Era

Prepare for next week

Quiz (chapter 1 & 2 Kreutz & Chapter 2 Taulli)

This Photo by Unknown Author is licensed under CC BY-NC

Thank you

Sumber: https://upload.wikimedia.org/wikipedia/commons/8/8b/Moore%27s_Law_Transistor_Count_1971-2018.png