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• you have great interest and passion for
• has practical usage value
• doable in a particular timeframe
• contemporary
• and helps in your career advancement
Experiential Learning
Video Session
can the code or visit the follo ing link to atch the video hat is a apstone ro ect
https .youtube.com atch v y s b f
After atching the video, ans er the follo ing question
hat is a apstone ro ect hat is its purpose
ome of the e amples of capstone pro ects in AI from hich you can pick up to develop are as follo s
• tudying images to diagnose disease
• orecasting student results
• reating a chatbot for the school admin department or counsellor to handle parents students queries using I
atson, oogle Dialogue lo
• Image lassifier
• Analysing social media to assess emotions
• sing regression to predict a trend
Understanding/Defining the Problem
o adays, Artificial Intelligence is one of the most transformative technologies. very AI pro ect goes through these si
steps
Defining the Data Defining the
problem ollection features
AI modelling valuation Deployment
nderstanding the nature of a problem provides insight into the components and attributes of the
yet to be implemented solutions. A good understanding of a problem guides future decisions to make at the later
pro ect stages, especially decisions such as determining if an AI solution is even feasible. At the core of every AI model
is finding patterns in data. If the data sho s no patterns, then most probably the problem cannot be solved using AI.
116 Touchpad Artificial Intelligence (Ver. 2.0)-XII

