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@@ -29,7 +29,7 @@ most of these books share the following steps (checklist):
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**you should feel free to adapt this checklist to your needs**
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## 2-1 Real world Application Vs Competitions
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<img src="http://s9.picofile.com/file/8339956300/reallife.png" height="600" width="500" />
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<img src="http://s9.picofile.com/file/8339956300/reallife.png" height="500" width="400" />
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<a id="3"></a> <br>
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# 3- Problem Definition
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I think one of the important things when you start a new machine learning project is Defining your problem. that means you should understand business problem.( **Problem Formalization**)

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