AI Project cycle

Question 1

What is ai project cycle?

Answer 1

step by step process to develop a an ai project to solve a problem.

Question 2

types

Answer 2

1. problem scoping
2. data acquisition
3. data exploration
4. modelling
5. evaluation

Question 3

problem scoping

Answer 3

identifying the problem and using it in the 4w canvas

Question 4

data acquisition

Answer 4

a method of collecting data:
surveys, web-scraping, camera, sensors, observation and API based applications

Question 5

data set

Answer 5

collection of data in tabular format

Question 6

training data set

Answer 6

large dataset that teaches machine learing algorithms

Question 7

test datasets

Answer 7

datasets clearly used for testing usually a computer model.

Question 8

data exploration

Answer 8

visualisation of acquired data in a user freindly way…

Question 9

ai model

Answer 9

An AI model is a program that has been trained to recognize patterns
using a set of data | 2 types rule based learing based - machine learuing deep leairing

Question 10

rule based learning

Answer 10

ai model where the developer sets rules

Question 11

learning based approach

Answer 11

ai model where the machine learns from its own…

Question 12

supervised learning

Answer 12

contains labelled data sets | 2 types - classification, regression

Question 13

classification | regression

Answer 13

data is classified otbo labels | works based on cotninous data collection

Question 14

unsupervised learning

Answer 14

contanins unlabelled datasets

Question 15

clustering

Answer 15

algorithim that clusters the data in a pattern or a trend

Question 16

evaluation

Answer 16

testing | acuracy - precision - recall - f1 score