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Week
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Topics
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Study Metarials
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1
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Artificial intelligence concept
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R1-Chapter-1
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2
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Artificial intelligence techniques
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R1-Chapter-1
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3
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MLP Artificial neural networks
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R1-Chapter-2
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4
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LVQ artificial neural networks
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R1-Chapter-2
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5
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SOM Artificial neural networks
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R1-Chapter-3
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6
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Fuzzy Logic concept
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R1-Chapter-3
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7
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Fuzzy Logic set concept
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R1-Chapter-4
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8
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Fuzzy Logic Inference
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R1-Chapter-4
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9
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Genetic algorithm structure
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R1-Chapter-5
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10
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Genetic algorithm working shape
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R1-Chapter-5
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11
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Genetic algorithm performance
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R1-Chapter-6
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12
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Application of artificial intelligence techniques in solving engineering problems I
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R1-Chapter-6
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13
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Application of artificial intelligence techniques in solving engineering problems II
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R1-Chapter-7
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14
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Application of artificial intelligence techniques in solving engineering problems III
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R1-Chapter-7
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Program Learning Outcomes |
Level of Contribution |
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1
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Acquired the necessary skills in the areas of mathematics, applied sciences and his/her own field; has the ability to use collectively these concepts and applications of these fields to solve the problems of Electrical and Electronics Engineering,
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3
|
|
2
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Has the ability to define, identify, formulate and solve the problems of Electrical and Electronics Engineering and selects the appropriate analytic solutions, modelling and applies them in an orderly manner,
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5
|
|
3
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Analyses a system or a process and designs it under the given constraints meeting the requirements; applies the up to date design techniques in this direction,
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-
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4
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Has the ability to choose and utilize the modern technologies and tools of engineering; has the ability to use information technologies and at least one software language (at the advanced European License level) in an efficient way,
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2
|
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5
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Has the ability to design experiments, carries out experiments, analyses results and makes comments on these results,
|
-
|
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6
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Has access to information and undertakes literature survey in this direction; has the ability to search and use databases and other data resources,
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3
|
|
7
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Can participate and assume responsibility in multidisciplinary task forces,
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-
|
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8
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Has the ability to communicate in Turkish verbally and in written forms; has the knowledge of one foreign language of European portfolio at the B1 level,
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-
|
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9
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Conscious of lifelong learning; follows the science and technological developments and updates himself/herself continually,
|
-
|
|
10
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Has the responsibility and conscious in his/her profession,
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4
|
|
11
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Has the ability to conduct projects, has knowledge of the work procedures, health of workers, environment and safety procedures of work places; is aware of legal consequences of engineering applications,
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4
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12
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Is conscious of the consequences and effects of engineering solutions and applications in public and universal dimensions; is aware of innovation matters and has knowledge of the contemporary issues and problems,
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3
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