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AI > AI Project Cycle > Flashcards

AI Project Cycle Flashcards

1
Q

Problem scoping

A

Identifying a problem and understanding the parts of it so we can narrow it down to its constituent elements ie the 4W canvas

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2
Q

4W canvas

A

Who what where why

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3
Q

SDSs

A

United Nations adopted 17 sustainable developmental goal to protect the planet, eradicate poverty and inequality by 2030

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4
Q

SDG 1

A

no poverty

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5
Q

SDG 2

A

zero hunger

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6
Q

SDG 3

A

good health and education

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7
Q

SDG 4

A

quality education

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8
Q

SDG 5

A

gender equality

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9
Q

SDG 6

A

clean and saafe drinking water

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10
Q

SDG 7

A

clean energy

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11
Q

SDG 8

A

decent work and economic growth

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12
Q

SDG 9

A

industry, innovation and infrastructure

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13
Q

SDG 10

A

reduced inequalities

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14
Q

SDG 11

A

sustainiable cities and communities

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15
Q

SDG 12

A

responsible consumption and production

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16
Q

SDG 13

A

climate action

17
Q

SDG 14

A

life below water

18
Q

SDG 15

A

life on lad

19
Q

SDG 16

A

peace justic and strong institutions

20
Q

SDG 17

A

partnerships for the goals

21
Q

Data acquisition

A

it refers to the collection of data from the appropriate ressources for example surverys, sensors, websites scraping, reasearch, observations, investigations, apis

22
Q

the three data sets

A

training data which is also know as learning data sest is used to build the algorithm, the model constantly evaluates data to understand it gigo

validation data is used is used to see how accurately a model can predict when new data is fed in

testing data is used for the final assessment of the model used before producton

23
Q

data exploration

A

the dat must be explored, analysed, and arranged systematically for a better understanding
ensure that the gathered data is as per requirements
error free
uynderstand trends and patterns
get meaningful insights

24
Q
A

AI (11 decks)

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