Difference between revisions of "APB-ML"

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m (Created page with "<div id="BIO"> <div class="b1"> Milestone Unit: Machine Learning </div> {{Vspace}} <div class="keywords"> <b>Keywords:</b>  Machine learning milestone </div> {...")
 
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<div id="BIO">
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<div id="ABC">
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<div style="padding:5px; border:1px solid #000000; background-color:#97bed5; font-size:300%; font-weight:400; color: #000000; width:100%;">
 
Milestone Unit: Machine Learning
 
Milestone Unit: Machine Learning
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  </div>
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<div style="padding:5px; margin-top:20px; margin-bottom:10px; background-color:#97bed5; font-size:30%; font-weight:200; color: #000000; ">
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(Machine learning milestone)
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  {{Vspace}}
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</div>
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<div class="keywords">
 
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<b>Keywords:</b>&nbsp;
 
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Machine learning milestone
 
 
</div>
 
</div>
  
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{{Vspace}}
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{{Smallvspace}}
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__TOC__
 
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{{Vspace}}
 
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{{STUB}}
 
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{{Vspace}}
 
  
  
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</div>
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<div style="padding:5px; border:1px solid #000000; background-color:#97bed533; font-size:85%;">
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<div id="ABC-unit-framework">
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<div style="font-size:118%;">
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== Abstract ==
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<b>Abstract:</b><br />
 
<section begin=abstract />
 
<section begin=abstract />
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<!-- included from "../components/APB-ML.components.wtxt", section: "abstract" -->
 
 
This unit collects machine learning units into a milestone.
 
This unit collects machine learning units into a milestone.
 
<section end=abstract />
 
<section end=abstract />
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</div>
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{{Vspace}}
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<!-- ============================ -->
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<hr>
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<table>
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== This unit ... ==
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<tr>
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=== Prerequisites ===
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<td style="padding:10px;">
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<!-- included from "../components/APB-ML.components.wtxt", section: "prerequisites" -->
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<b>Objectives:</b><br />
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*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/APB-ML-Deep_neural_networks APB-ML-Deep_neural_networks (Deep Neural Networks)]
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...
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*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/APB-ML-h2o APB-ML-h2o (The h2o Machine Learning Toolkit)]
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</td>
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*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/APB-ML-mlr APB-ML-mlr (The mlr R Package)]
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<td style="padding:10px;">
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*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/APB-ML-Random_forests APB-ML-Random_forests (Random Forests)]
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<b>Outcomes:</b><br />
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*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/APB-ML-RWeka APB-ML-RWeka (The Weka Machine Learning Toolkit)]
 
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*[http://steipe.biochemistry.utoronto.ca/abc/students/index.php/APB-ML-Support_Vector_Machines APB-ML-Support_Vector_Machines (SVM (Support Vector Machines))]
 
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{{Vspace}}
 
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=== Objectives ===
 
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<!-- included from "../components/APB-ML.components.wtxt", section: "objectives" -->
 
 
...
 
...
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</td>
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</tr>
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</table>
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<!-- ============================  -->
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<hr>
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<b>Deliverables:</b><br />
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<section begin=deliverables />
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<li><b>Time management</b>: Before you begin, estimate how long it will take you to complete this unit. Then, record in your course journal: the number of hours you estimated, the number of hours you worked on the unit, and the amount of time that passed between start and completion of this unit.</li>
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<li><b>Journal</b>: Document your progress in your [[FND-Journal|Course Journal]]. Some tasks may ask you to include specific items in your journal. Don't overlook these.</li>
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<li><b>Insights</b>: If you find something particularly noteworthy about this unit, make a note in your [[ABC-Insights|'''insights!''' page]].</li>
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<section end=deliverables />
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<!-- ============================  -->
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<hr>
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<section begin=prerequisites />
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<b>Prerequisites:</b><br />
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*[[APB-ML-Deep_neural_networks|APB-ML-Deep_neural_networks (Deep Neural Networks)]]
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*[[APB-ML-h2o|APB-ML-h2o (The h2o Machine Learning Toolkit)]]
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*[[APB-ML-mlr|APB-ML-mlr (The mlr R Package)]]
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*[[APB-ML-Random_forests|APB-ML-Random_forests (Random Forests)]]
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*[[APB-ML-RWeka|APB-ML-RWeka (The Weka Machine Learning Toolkit)]]
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*[[APB-ML-Support_Vector_Machines|APB-ML-Support_Vector_Machines (SVM (Support Vector Machines))]]
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<section end=prerequisites />
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<!-- ============================  -->
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</div>
  
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{{Vspace}}
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{{Smallvspace}}
  
  
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=== Outcomes ===
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{{STUB}}
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<!-- included from "../components/APB-ML.components.wtxt", section: "outcomes" -->
 
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...
 
  
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{{Vspace}}
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{{Smallvspace}}
  
  
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=== Deliverables ===
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__TOC__
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<!-- included from "../components/APB-ML.components.wtxt", section: "deliverables" -->
 
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<!-- included from "ABC-unit_components.wtxt", section: "deliverables-time_management" -->
 
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*<b>Time management</b>: Before you begin, estimate how long it will take you to complete this unit. Then, record in your course journal: the number of hours you estimated, the number of hours you worked on the unit, and the amount of time that passed between start and completion of this unit.
 
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<!-- included from "ABC-unit_components.wtxt", section: "deliverables-journal" -->
 
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*<b>Journal</b>: Document your progress in your [[FND-Journal|Course Journal]]. Some tasks may ask you to include specific items in your journal. Don't overlook these.
 
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<!-- included from "ABC-unit_components.wtxt", section: "deliverables-insights" -->
 
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*<b>Insights</b>: If you find something particularly noteworthy about this unit, make a note in your [[ABC-Insights|'''insights!''' page]].
 
  
 
{{Vspace}}
 
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=== Evaluation ===
 
=== Evaluation ===
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<!-- included from "../components/APB-ML.components.wtxt", section: "evaluation" -->
 
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<!-- included from "ABC-unit_components.wtxt", section: "eval-none" -->
 
 
<b>Evaluation: NA</b><br />
 
<b>Evaluation: NA</b><br />
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:This unit is not evaluated for course marks.
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<div style="margin-left: 2rem;">This unit is not evaluated for course marks.</div>
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{{Vspace}}
 
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</div>
 
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<div id="BIO">
 
 
== Contents ==
 
== Contents ==
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<!-- included from "../components/APB-ML.components.wtxt", section: "contents" -->
 
 
...
 
...
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{{Vspace}}
 
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== Further reading, links and resources ==
 
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<!-- Formatting exqmples:
 
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{{#pmid: 19957275}}
 
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<div class="reference-box">[http://www.ncbi.nlm.nih.gov]</div>
 
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-->
 
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{{Vspace}}
 
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== Notes ==
 
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<!-- included from "../components/APB-ML.components.wtxt", section: "notes" -->
 
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<!-- included from "ABC-unit_components.wtxt", section: "notes" -->
 
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<references />
 
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{{Vspace}}
 
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</div>
 
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<div id="ABC-unit-framework">
 
 
== Self-evaluation ==
 
== Self-evaluation ==
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<!-- included from "../components/APB-ML.components.wtxt", section: "self-evaluation" -->
 
 
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=== Question 1===
 
=== Question 1===
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== Further reading, links and resources ==
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<!-- Formatting exqmples:
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{{#pmid: 19957275}}
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<div class="reference-box">[http://www.ncbi.nlm.nih.gov]</div>
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-->
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== Notes ==
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<references />
  
 
{{Vspace}}
 
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<!-- included from "ABC-unit_components.wtxt", section: "ABC-unit_ask" -->
 
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{{Vspace}}
 
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<b>If in doubt, ask!</b> If anything about this learning unit is not clear to you, do not proceed blindly but ask for clarification. Post your question on the course mailing list: others are likely to have similar problems. Or send an email to your instructor.
 
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<div class="about">
 
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*0.1 First stub
 
*0.1 First stub
 
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[[Category:ABC-units]]
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{{CC-BY}}
 
{{CC-BY}}
  
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[[Category:ABC-units]]
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{{MILESTONE}}
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Latest revision as of 09:25, 25 September 2020

Milestone Unit: Machine Learning

(Machine learning milestone)


 


Abstract:

This unit collects machine learning units into a milestone.

Objectives:
...

Outcomes:
...

Deliverables:

  • Time management: Before you begin, estimate how long it will take you to complete this unit. Then, record in your course journal: the number of hours you estimated, the number of hours you worked on the unit, and the amount of time that passed between start and completion of this unit.
  • Journal: Document your progress in your Course Journal. Some tasks may ask you to include specific items in your journal. Don't overlook these.
  • Insights: If you find something particularly noteworthy about this unit, make a note in your insights! page.

    • Prerequisites:


     


    Sorry!

    This page is only a stub; it is here as a placeholder to establish the logical framework of the site but there is no significant content as yet. Do not work with this material until it is updated to "live" status.


     



     


    Evaluation

    Evaluation: NA

    This unit is not evaluated for course marks.

    Contents

    ...

    Self-evaluation

    Further reading, links and resources

    Notes


     


    About ...
     
    Author:

    Boris Steipe <boris.steipe@utoronto.ca>

    Created:

    2017-09-17

    Modified:

    2017-09-18

    Version:

    0.1

    Version history:

    • 0.1 First stub

    CreativeCommonsBy.png This copyrighted material is licensed under a Creative Commons Attribution 4.0 International License. Follow the link to learn more.

    Sorry!

    This page is only a stub; it is here as a placeholder to establish the logical framework of the site but there is no significant content as yet. Do not work with this material until it is updated to "live" status.

    Retrieved from "http://steipe.biochemistry.utoronto.ca/abc/index.php?title=APB-ML&oldid=11669"