Difference between revisions of "Chatbot Workshop"
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* The nontrivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data” (Fayyad, 1996). - Data mining - https://medium.com/@exastax/the-history-of-data-mining-d2aeb0f587ce | * The nontrivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data” (Fayyad, 1996). - Data mining - https://medium.com/@exastax/the-history-of-data-mining-d2aeb0f587ce | ||
* https://www.kdnuggets.com/ | * https://www.kdnuggets.com/ | ||
| + | |||
| + | Why data mining | ||
| + | * Data explosion | ||
| + | * Decision making issue | ||
| + | * Technology issue | ||
| + | * Knowledge issue | ||
| + | * Data complexity issue | ||
| + | * Data dimensionality issue | ||
| + | * Cost efficiency issue | ||
| + | |||
| + | * Beer and diaper male purchase habits - http://news.bbc.co.uk/2/hi/uk_news/77622.stm | ||
| + | * https://www.indiatimes.com/technology/science-and-future/why-baby-diapers-are-related-to-beer-and-how-artificial-intelligence-may-truly-hold-the-answer-347222.html | ||
| + | |||
| + | * Introducing Amazon Go and the world’s most advanced shopping technology - https://www.youtube.com/watch?v=NrmMk1Myrxc | ||
Revision as of 08:55, 30 October 2018
Talk: Dr Sarita Singh, Info-comm treads: Singapore and Global Landscape
- Agenda: AI, Bitcoin, Cybersecurity, Datamining, Applications of AI (Machine Learning+Chatbot)
- Fun fact: the global ICT industry is almost equivalent to the economy of japan the third largest economy in the world
- Digital transformation is the fourth industrial revolution
- The fourth industrial revolution (digital transformation) is driven by data (through sensorisation)
- mechanisation, water power, steam power
- mass produciton, assembly line, electricity
- computer and automation
- cyber physical systems
- Data protection and data privacy comes to the forefront
Links! Links! Links!
- "Just as electricity transformed almost everything 100 years ago, today I actually have a hard time thinking of an industry that I don’t think AI will transform in the next several years." - Andrew Ng
- Google’s AlphaGo AI wins three-match series against the world’s best Go player
- ALIBABA DEBUTS ‘AI COPYWRITER’
- Google just gave a stunning demo of Assistant making an actual phone call
- https://www.aisingapore.org/
- https://www.blockchain.com/explorer
- https://www.flippening.watch/
Objective of security
- Confidentiality
- Integrity
- Authentication
- Non-repudiation
- Availability
- The nontrivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data” (Fayyad, 1996). - Data mining - https://medium.com/@exastax/the-history-of-data-mining-d2aeb0f587ce
- https://www.kdnuggets.com/
Why data mining
- Data explosion
- Decision making issue
- Technology issue
- Knowledge issue
- Data complexity issue
- Data dimensionality issue
- Cost efficiency issue
- Beer and diaper male purchase habits - http://news.bbc.co.uk/2/hi/uk_news/77622.stm
- https://www.indiatimes.com/technology/science-and-future/why-baby-diapers-are-related-to-beer-and-how-artificial-intelligence-may-truly-hold-the-answer-347222.html
- Introducing Amazon Go and the world’s most advanced shopping technology - https://www.youtube.com/watch?v=NrmMk1Myrxc
