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Andrew Trieu
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<p dir="ltr" style="text-align:left;">What exactly is meant by understand the task of cleaning the house?</p><p dir="ltr" style="text-align:left;">How can the robot detect when you are away ? (Autonomy).</p><p dir="ltr" style="text-align:left;">Rest is good</p>
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<title>Description Assignment 1</title>
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<p dir="ltr" style="text-align: left;"></p><p><b><span lang="EN-US">Assignment 1 - Analyse a (smart) system</span></b></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Your task is to analyse a system according to its
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smartness and smart features according to the characteristics from chapter 1.
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Furthermore, the systems smart functionality should be explained according to
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the Data/Model/Action-concept.</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">1. </span><!--[endif]--><span lang="EN-US">Find
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an interesting product (physical or non-physical)</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">2. </span><!--[endif]--><span lang="EN-US">Analyse
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its smartness according to the characteristics</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">a. </span><!--[endif]--><span lang="EN-US">Understanding</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">b. </span><!--[endif]--><span lang="EN-US">Learning</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">c. </span><!--[endif]--><span lang="EN-US">Reasoning
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and decision-making</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">d. </span><!--[endif]--><span lang="EN-US">Autonomy
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and independence</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">e. </span><!--[endif]--><span lang="EN-US">Adaption
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/ Reflection</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">3. </span><!--[endif]--><span lang="EN-US">Analyse
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two functions according to the Data/Model/Action-concept</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">a. </span><!--[endif]--><span lang="EN-US">What
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data is captured? (Data)</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">b. </span><!--[endif]--><span lang="EN-US">How
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is the data captured? (Data)</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">c. </span><!--[endif]--><span lang="EN-US">What
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is done with the data? (Model)</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">d. </span><!--[endif]--><span lang="EN-US">What
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is the result and action? (Action)</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Write and explain the abovementioned things as text
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with the help of figures and pictures and hand in: </span></p>
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<p><span lang="EN-US"> </span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">PDF document</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">Maximum 2 pages</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Remember: Your assignment (PDF document) will be
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automatically checked for plagiarism (<a href="https://en.wikipedia.org/wiki/Turnitin">https://en.wikipedia.org/wiki/Turnitin</a>).
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Don’t copy text from your peers and from the Internet. </span></p><br><p></p>
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<p dir="ltr" style="text-align: left;">Interesting approach. Good work</p>
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<title>Description Assignment 2</title>
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<meta charset="utf-8">
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<p dir="ltr" style="text-align: left;"></p><p><b><span lang="EN-US">Assignment 2 – Get data for a smart system</span></b></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Your task is to get data from a source of your choice
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(sensor or API) that might act as a starting point for a smart system.</span></p>
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<p><span lang="EN-US">Remember: At this point, you don’t need to think about
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a logic (model) or a value that will be created with the data. Your task now is
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to only be able to get the data.</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">You need to hand in your very simple program (code)
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and an explanation how it works (for example using code documentation). You can
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use whatever programming language you want. I won’t compile the code. You need
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to demonstrate that it’s working (video or link).</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><i><u><span lang="EN-US">Both exercises (week 3 and week 4) prepared you for
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this!</span></u></i></p>
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<p><span lang="EN-US"> </span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">1. </span><!--[endif]--><span lang="EN-US">Decide
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for a data source: Service using API or sensor</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">2. </span><!--[endif]--><span lang="EN-US">Write
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a very short program that accesses the data</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">a. </span><!--[endif]--><span lang="EN-US">Choose
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your programming language</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">b. </span><!--[endif]--><span lang="EN-US">Write
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the code</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">c. </span><!--[endif]--><span lang="EN-US">Document
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and explain the code briefly</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Hand in a PDF document that includes the code and a
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short introduction of the sensor/API and an explanation of how the code works. Proof
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that your code works with a short video (upload the video or add a link).</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">PDF document</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">Maximum 4 pages (with code)</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">Video</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Remember: Your assignment (PDF document) will be
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||||
automatically checked for plagiarism (</span><a href="https://en.wikipedia.org/wiki/Turnitin"><span lang="EN-US">https://en.wikipedia.org/wiki/Turnitin</span></a><span lang="EN-US">). Don’t
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copy text from your peers and from the Internet. </span></p><br><p></p>
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</body>
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</html>
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<meta charset="utf-8">
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<body>
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<p dir="ltr" style="text-align:left;">Re-graded</p>
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<title>Description Assignment 3</title>
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<meta charset="utf-8">
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<body>
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<p dir="ltr" style="text-align: left;"></p><p><b><span lang="EN-US">Assignment 3 – Perform a simple data analysis</span></b></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Your task is to perform a simple data analysis (descriptive
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or predictive) on a given or self-created data set.</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">You will need to either get data from somewhere:</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">maybe from assignment 2</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">open data repositories like kaggle.com</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">fictious self-created data (create your own data fast
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and easy)</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Decide what kind of data analysis you want to perform
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and what the value is. Explain why this data analysis adds value to the data
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and what insights you get from it? </span></p>
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<p><span lang="EN-US"> </span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">1. </span><!--[endif]--><span lang="EN-US">Get
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or create a data set</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">2. </span><!--[endif]--><span lang="EN-US">Chose
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a method and perform the data analysis</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">3. </span><!--[endif]--><span lang="EN-US">Explain
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your data set and the data analysis</span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">4. </span><!--[endif]--><span lang="EN-US">Present
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the results</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><span lang="EN-US">Hand in a PDF document that includes a description of
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the data set, a short explanation of the data analysis method (descriptive,
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predictive etc. and the technique) and of the results.</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">PDF document</span></p>
|
||||
|
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<p><!--[if !supportLists]--><span lang="EN-US">-
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||||
</span><!--[endif]--><span lang="EN-US">Maximum 4 pages</span></p>
|
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<p><span lang="EN-US"> </span></p>
|
||||
|
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<p><span lang="EN-US">Remember: Your assignment (PDF document) will be
|
||||
automatically checked for plagiarism (</span><a href="https://en.wikipedia.org/wiki/Turnitin"><span lang="EN-US">https://en.wikipedia.org/wiki/Turnitin</span></a><span lang="EN-US">). Don’t
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copy text from your peers and from the Internet. </span></p><br><p></p>
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</body>
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</html>
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<title>Feedback comments</title>
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<meta charset="utf-8">
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</head>
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<body>
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<p dir="ltr" style="text-align: left;">It's important to be able to interprete the results. SVM is a complex technique. Try to use something easier next time!</p>
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<title>Description Assignment 4</title>
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<meta charset="utf-8">
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</head>
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<body>
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<p dir="ltr" style="text-align: left;"></p><p><b><span lang="EN-US">Assignment 4 – Do a simple machine learning with
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python</span></b></p>
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<p><span lang="EN-US">Your task is to perform a simple machine learning
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algorithm with python. You can replicate the idea that was presented during the
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exercise by Shouhua or find other example material online, like this very
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simple linear regression:</span></p>
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<p><a href="https://towardsdatascience.com/simple-machine-learning-model-in-python-in-5-lines-of-code-fe03d72e78c6"><span lang="EN-US">https://towardsdatascience.com/simple-machine-learning-model-in-python-in-5-lines-of-code-fe03d72e78c6</span></a></p>
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<p><span lang="EN-US">If you want to experiment, you can create your own
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data set and see if the machine learning algorithm understands the pattern.
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Alternatively, find a dataset from Kaggle (</span><a href="https://www.kaggle.com/"><span lang="EN-US">https://www.kaggle.com/</span></a><span lang="EN-US">)</span></p>
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<p><span lang="EN-US">Decide on a machine learning technique (e.g., linear
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regression), create or get the data and then program the machine learning in
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python. And explain everything.</span></p>
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<p><span lang="EN-US">Hand in a PDF document that includes a description of
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the algorithm, the python code and a short video that the machine learning
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algorithm performs correctly.</span></p>
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<p><span lang="EN-US"> </span></p>
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">PDF document</span></p>
|
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<p><!--[if !supportLists]--><span lang="EN-US">-
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</span><!--[endif]--><span lang="EN-US">Maximum 4 pages</span></p><p><span lang="EN-US"><span lang="EN-US">- </span><span lang="EN-US">Video</span><br></span></p>
|
||||
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||||
<p><span lang="EN-US"> </span></p>
|
||||
|
||||
<p><span lang="EN-US">Remember: Your assignment (PDF document) will be
|
||||
automatically checked for plagiarism (</span><a href="https://en.wikipedia.org/wiki/Turnitin"><span lang="EN-US">https://en.wikipedia.org/wiki/Turnitin</span></a><span lang="EN-US">). Don’t
|
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copy text from your peers and from the Internet. </span></p><br><p></p>
|
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</body>
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</html>
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<title>Feedback comments</title>
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<meta charset="utf-8">
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</head>
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<body>
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<p dir="ltr" style="text-align: left;">Great work!</p>
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<title>Description Assignment 5</title>
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<meta charset="utf-8">
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</head>
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<body>
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<p dir="ltr" style="text-align: left;"></p><p><b><span lang="EN-US">Assignment 5 – The pros and cons of smart systems in
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software engineering</span></b></p>
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<p><span lang="EN-US">Your task is to write down the pros of cons of using
|
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smart systems and AI-based systems in software engineering, like programming
|
||||
assistants for code completion and code writing, and AI in testing and
|
||||
debugging (as presented in the lecture).</span></p>
|
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|
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<p><span lang="EN-US">Also incorporate concepts like automation and
|
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augmentation and elaborate how smart systems and AI can take on certain roles
|
||||
in software engineering.</span></p>
|
||||
|
||||
<p><span lang="EN-US"> </span></p>
|
||||
|
||||
<p><span lang="EN-US">Hand in a PDF document that includes a short
|
||||
description of how smart systems/AI can be beneficial in at least 3 (three)
|
||||
software engineering processes as mentioned above and present pros (benefits)
|
||||
and cons (negative consequences and risks) of these practices. Then further
|
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elaborate on these 3 (three) processes in regard to whether they fully automate
|
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tasks or whether they augment humans (software engineers) in their daily work</span><span style="font-family: Montserrat, -apple-system, BlinkMacSystemFont, "Segoe UI", "Helvetica Neue", Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";"> </span></p>
|
||||
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<p><!--[if !supportLists]--><span lang="EN-US">-
|
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</span><!--[endif]--><span lang="EN-US">PDF document</span></p>
|
||||
|
||||
<p><!--[if !supportLists]--><span lang="EN-US">-
|
||||
</span><!--[endif]--><span lang="EN-US">Maximum 2 pages</span></p>
|
||||
|
||||
<p><span lang="EN-US">Remember: Your assignment (PDF document) will be
|
||||
automatically checked for plagiarism (</span><a href="https://en.wikipedia.org/wiki/Turnitin"><span lang="EN-US">https://en.wikipedia.org/wiki/Turnitin</span></a><span lang="EN-US">). Don’t
|
||||
copy text from your peers and from the Internet. </span></p><br><p></p>
|
||||
</body>
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<title>Description Assignment 6</title>
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<meta charset="utf-8">
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||||
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</head>
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<body>
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||||
<p dir="ltr" style="text-align: left;"></p><p><b><span lang="EN-US">Assignment 6 – Create a simple chatbot</span></b></p>
|
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<p><span lang="EN-US">In the lecture, you learned the fundamentals of NLP and
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||||
conversational design/chatbot development which you then deepened in the
|
||||
exercise by implementing a chatbot with Python.</span></p>
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<p><span lang="EN-US">Your task for this final assignment is to create a
|
||||
simple chatbot using Python, following the instruction by your exercise teacher
|
||||
for your own use case/context. Be creative</span></p>
|
||||
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||||
<p><span lang="EN-US">Hand in a short PDF document briefly explaining your
|
||||
chatbot and your executable code in Python, as well as a short video of you
|
||||
interacting with your chatbot.</span></p>
|
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|
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<p><span lang="EN-US"> </span></p>
|
||||
|
||||
<p><!--[if !supportLists]--><span lang="EN-US">-
|
||||
</span><!--[endif]--><span lang="EN-US">PDF document</span></p>
|
||||
|
||||
<p><!--[if !supportLists]--><span lang="EN-US">-
|
||||
</span><!--[endif]--><span lang="EN-US">Maximum 1 page</span></p>
|
||||
|
||||
<p><!--[if !supportLists]--><span lang="EN-US">-
|
||||
</span><!--[endif]--><span lang="EN-US">Python code</span></p>
|
||||
|
||||
<p><!--[if !supportLists]--><span lang="EN-US">-
|
||||
</span><!--[endif]--><span lang="EN-US">Video of you interacting with the chatbot</span></p>
|
||||
|
||||
<p><span lang="EN-US">Remember: Your assignment (PDF document) will be
|
||||
automatically checked for plagiarism (</span><a href="https://en.wikipedia.org/wiki/Turnitin"><span lang="EN-US">https://en.wikipedia.org/wiki/Turnitin</span></a><span lang="EN-US">). Don’t
|
||||
copy text from your peers and from the Internet. </span></p><br><p></p>
|
||||
</body>
|
||||
</html>
|
||||
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|
||||
<!doctype html>
|
||||
<html>
|
||||
<head>
|
||||
<title>Description Final group work</title>
|
||||
<meta charset="utf-8">
|
||||
|
||||
</head>
|
||||
<body>
|
||||
<p dir="ltr" style="text-align: left;"></p><p><b><span lang="EN-US">Final project – Design and develop a smart system</span></b></p>
|
||||
|
||||
<p><span style="font-family: Montserrat, -apple-system, BlinkMacSystemFont, "Segoe UI", "Helvetica Neue", Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";">Hand in your final project</span><br></p>
|
||||
|
||||
<p><!--[if !supportLists]--><span lang="EN-US">-
|
||||
</span><!--[endif]--><span lang="EN-US">Final presentation of your smart system</span></p>
|
||||
|
||||
<p><!--[if !supportLists]--><span lang="EN-US">-
|
||||
</span><!--[endif]--><span lang="EN-US">A demo of your smart system (usually a video or an
|
||||
executable program)</span></p>
|
||||
|
||||
<p><!--[if !supportLists]--><span lang="EN-US">-
|
||||
</span><!--[endif]--><span lang="EN-US">Group portfolio as PDF</span></p>
|
||||
|
||||
<p><br></p>
|
||||
|
||||
<p><span lang="EN-US">Remember: Your assignment (PDF document) will be
|
||||
automatically checked for plagiarism (</span><a href="https://en.wikipedia.org/wiki/Turnitin"><span lang="EN-US">https://en.wikipedia.org/wiki/Turnitin</span></a><span lang="EN-US">). Don’t
|
||||
copy text from your peers and from the Internet. </span></p><br><p></p>
|
||||
</body>
|
||||
</html>
|
||||
Reference in New Issue
Block a user