Udacity_Data_Scientist_Nanodegree

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Term 01__Machine Learning For Data Scientists

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There are two terms in Data Scientist Nanodegree. I only have completed term 01 so far. Here all three projects from the term 01.

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Main Project_notebook

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Supervised Machine Learning

• Finding Donors for CharityML_nbviewer

• github_link

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Deep Learning

• image classifier_Developing an AI application_nbviewer

• github_link_go to this link to see all the files to run in command line.

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Unsupervised Machine Learning

• Identify Customer Segments_nbviewer

• github_link

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Course materials provided by Udacity are great. Everything explained visually first and then theory given.

specially these two guys really know magic......

• Luis G. Serrano

• Jay Alammar

some materials are only available for students who have enrolled in the course.

some materials provided on github.

• Here_Udacity_Course Material_on_github

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Udacity Data Scientist Syllabus

• Syllabus

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Here is a link for machine learning materials that I have followed besides Udacity provided course materials.

• Online_Machine_Learning_Materials

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here is the guy who teach MAGIC for free

• Joshua Starmer

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I am also big fan of this guy from Udemy, this guy knows everything.

• Jose Portilla