TOPIC artificial intelligence Section 5 Contribution from Coursework 5.1 Applica
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Question
TOPIC artificial intelligence
Section 5
Contribution from Coursework
5.1 Application of Learning
In this section identify courses within your program of study at UONA that have had a direct impact on your ability to understand the problem and recommend the solution. If there were specific assignments within any course that helped you reach this recommendation, identify them and describe how that learning activity was relevant to this study.
5.2 Significance of Project
In this section describe how you have benefited from conducting this study. Describe any new learning that occurred and how you applied past learning. Discuss whether this experience has helped you focus on a career path, or has opened up any new employment opportunities for you.
5.3 Reflections
In this section, summarize your perspective by reflecting on the capstone experience and describe the lessons you learned during the process.
Explanation / Answer
5.1
-In artificial intelligence, which can be used to solve many real life problem of society.
-In AI, problem of the medical field like diagnosing the tumors of cancer in th body using algorithms of image processing and data mining. It also helps to detect, dignose the various diseases related to internal organs of body like heart, kidney etc.
-It helps to dignose more accurately and precisely than normal human being which helps to decide the proper medication and treatment more accurately.
-It also helps us to understand the industrial processes in manufacturing and service sector which helps to make smart processes and faster decision making to achieve more professionally.
-Neural networks, fuzzy logic, probabilistic approaches can be used in many environments of real life to solve them like spam detection, face recognition, decision making processes in corporate sector.
-Machine learning, deep learning, data mining, data processing in business environments and consultation field, Natural language processing, pattern recognition techniques,Information security concerns and automation sector in the industries where AI can be used.
-For example artificial intelligence can be used in the consultation in the area of law, medical, agriculture, business processes etc.
5.2
- For example human object detection in the live video can be done more precisely than the previous one.
-In it we can detect multiple frames of live video and process them to extract objects from frames. After object detection, fuzzy logic can be used in to detect different objects using different filters and different features of objects.
- Auto gear control system can be designed using fuzzy logic in different types of vehicles. NLP can be also used in automation of vehicles.
-learning AI helped me a lot in understanding the problems as a whole and solving them in efficient manner using different approaches in AI. It also helped me, how to approach to a problem in many ways and it can be solved in different manner.
-It has given me approach to look at a problem beyond subject and course , which will help me to get opportunities in different fields. It will open many gates in future for me.
5.3
-Learned many different algorithms in data processing, probabilistic approach, image processing, machine learning, artificial neural networks, natural language processing.
-It taught, how to approach a solution of a problem in efficient way because there are many ways to solve single problem.
-It will improve my decisive power to think and apply a solution to a problem in better way.
-It will help to understand best market practices in a field by applying these concepts by reverse thinking.
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