AI
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Created on May 17, 2022
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Transcript
ARTIFICIAL INTELLIGENCE & BIG DATA
WGI11-3
Lena, Niko, Sharon, Marc, Johanna
VWL, Fr. Cheng-Höhn
Definition of AI
- First half of 20th century: AI is fiction
- 1950:
- First discussions on intelligent machines
- first AI programm: Logic Theorist
- DSRPAI: First conference about artificial intelligence
- 1960s-1979s:
- AI flourished, computer became faster, cheaper, more accesible & more capable
- machines lerned algorithms, people got better at knowing which algorithm to apply for a problem
- Nowdays: Big Data era, more cpacity to collect datas, fruitful for many industies
The development of AI
- AI is short for artificial intelligence
- came from one of it´s founding fathers (-> Martin Minsky)
- science of making machines do what reqires intelligence, if done by mankind
It is all the data sorrounding us, everyday. "Big" doesn´t just define it´s size but also it´s complexitie. The data comes from evywhere on earth that we can monitor.eg.: satallites, traffic, trendsToday it´s about 44 zettabytes (44 trillion gigabites) that number is dubeling every three years.
What is "Big Data"
- AI is one of the fastest growing areas of technological development
The three types of AI
- Artificial narrow intelligence (ANI)
- basic/weak
- narrow AI is driven by highly complex algorithms & neural networks
- eg.: Facial recognition, internet searches, selfdricing
- Artificial general intelligence (AGI)
- should succesfully perform any task that human can
- learns from experience
- extrapolate knowledge across a wide range of tasks
- eg.: the summit supercomputer
- Artificial superintelligence (ASI)
- theoretically fully self-aware
- human traits & further argumented with processing
- present distopian, sci-fi future
- Machine learning:
- Part of AI.
- AI getting smarter through machine learning
- for businesses machine learning can be applied to any problem or goal that requires predictive outcomes
- NLP:
- allwoing machines to recognize written language and voice commands
- convert human language to digital
- Computer vision:
- handling of pictures and videos
- Robotics:
- without application of AI =>manual programming& calibration needed
- AI in robotics => more efficient
AI technologies
- Bussiness wide resillience:
- automation of complex processes
- used more efficiently
- better prediction of disruptions & opportunities
- Better Customer Service:
- personolized service offerings
- market shifts from "lead" to "conversation"
- more data -> better egagement
- Confident desicion making:
- prompt & informed desicions
- supported by advanced data analysis and actionable insights
- Relevant Products and Services:
- data sets allow modifying existing products & creating new ones
- forward looking R&D model
- Engaged workforces:
- reduce burden of mondane tasks
- AI helps notice when employees are anxious, tired or bored
- restore a healthy work-life balance
The benefits of AI
ARTIFICIAL INTELLIGENCE & BIG DATA
AI in action
- healthcare =>diagnosis
- banking => transactions
- manufacturing =>connect between send and receive
- tail => demand analyzes
- Agriculture =>innovative resear in sustainability
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