intro to AI 2

AI -2

Fill in the Blank

___________ ________ is a part of artificial intelligence.

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________ _________ is the name of a whole knowledge fi eld, similar to biology or chemistry

​Jaksylyk wants to buy a car. He tries to calculate how much he needs to save monthly for that. He understands from internet that new cars are around 20 millions tenge, used year-old ones are 18 millions tenge, 2-year old are 16 millions tenge and so on.

​ Jaksylyk, our as a good analytic, starts seeing a pattern: so, the car price depends on its age and drops to 2 millions every year, but won't get lower than 5 millions of tenge. . In machine learning terms, Jaksylyk invented regression – he predicted a value based on known historical data. People do it all the time, when trying to estimate a reasonable cost for a used phone or fi gure out how many meat he should buy for each person

​Unfortunately, not every problem in the world could be solved by regression. The problem, for example for cars, they have different manufacturing dates, dozens of options, technical condition,seasonal demand spikes, and there are many more hidden factors. An average person can't keep all that data in his head while calculating the price.

​To solve people's problem – we need robots to do the maths for them. So, let's go the computational way here. Let's provide the machine some data and ask it to fi nd all hidden patterns related to price. The most exciting thing is that the machine copes with this task much better than a real person does when carefully analyzing all the dependencies in their mind. And that's where AI comes in. Machines are programmed to recognize patterns of behavior and then, by comparing them with a set of rules that have been written, they will automatically solve a problem. That’s why we need machine learning.

Open Ended

How do you think Instagram and Youtube are using AI? and why? Is it possible for humans to do that?

​A.I. Experiments: Making it easier for anyone to explore A.I. - YouTube

Some text here about the topic of discussion

Open Ended

What technologies are also use a power of artificial intelligence?

​https://experiments.withgoogle.com/collection/ai Open google experiments with AI and try to play with some of AI tools