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Machine Learning RubricStudent name: Class:
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ProjectsLevel of PerformanceFeedback
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OutcomeComponentsBeginningDeveloping AccomplishedExemplaryScoreComments
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Analyze Driving DataSpreadsheet and Pivot TableAt least 3 of 8 elements are present and complete:
-Choose and copy one of the starter project spreadsheets.
-Remove "Copy of" from title.
-Add your name to the title.
-Create a "Start Locations" pivot table.
-Add "Start" to rows.
-Add "Start" to values.
-Summarize values by "COUNTA."
-Resize columns to show full addresses.		At least 4 of 8 elements are present and complete:
-Choose and copy one of the starter project spreadsheets.
-Remove "Copy of" from title.
-Add your name to the title.
-Create a "Start Locations" pivot table.
-Add "Start" to rows.
Add "Start" to values.
-Summarize values by "COUNTA."
-Resize columns to show full addresses.		At least 6 of 8 elements are present and complete:
-Choose and copy one of the starter project spreadsheets.
-Remove "Copy of" from title.
-Add your name to the title.
-Create a "Start Locations" pivot table.
-Add "Start" to rows.
-Add "Start" to values.
-Summarize values by "COUNTA."
-Resize columns to show full addresses.		8 of 8 elements are present and complete:
-Choose and copy one of the starter project spreadsheets.
-Remove "Copy of" from title.
-Add your name to the title.
-Create a "Start Locations" pivot table.
-Add "Start" to rows.
-Add "Start" to values.
-Summarize values by "COUNTA."
-Resize columns to show full addresses.
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Link to Exemplary ProjectMy Map2 of 8 elements are present and complete:
-Create and name a new Google MyMap.
-Add a map description.
-Import the Driving Data spreadsheet.
-Select the start column for locations.
-Select the start column for labels.
-Add custom map marker for their home, work, or school .
-Add custom map marker for at least one favorite spot.
-Add descriptions to your custom markers.		4 of 8 elements are present and complete:
-Create and name a new Google MyMap.
-Add a map description.
-Import the Driving Data spreadsheet.
-Select the start column for locations.
-Select the start column for labels.
-Add custom map marker for their home, work, or school .
-Add custom map marker for at least one favorite spot.
-Add descriptions to your custom markers.		6 of 8 elements are present and complete:
-Create and name a new Google MyMap.
-Add a map description.
-Import the Driving Data spreadsheet.
-Select the start column for locations.
-Select the start column for labels.
-Add custom map marker for their home, work, or school .
-Add custom map marker for at least one favorite spot.
-Add descriptions to your custom markers.		8 of 8 elements are present and complete:
-Create and name a new Google MyMap.
-Add a map description.
-Import the Driving Data spreadsheet.
-Select the start column for locations.
-Select the start column for labels.
-Add custom map marker for their home, work, or school .
-Add custom map marker for at least one favorite spot.
-Add descriptions to your custom markers.
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Link to Beginning ProjectReflectionAt least 2 of 7 items are present and complete:
-Create a new Google document.
-Name it “Machine Learning Journal.”
-Include heading “Data Lesson Reflection."
-List at least two people, groups, or businesses that you would share your driving data with.
-Tell why you would share it.
-List at least two people, groups, or businesses that you would not want to share this data with.
-Tell why you would not want to share it.
At least 4 of 7 items are present and complete:
-Create a new Google document.
-Name it “Machine Learning Journal.”
-Include heading “Data Lesson Reflection."
-List at least two people, groups, or businesses that you would share your driving data with.
-Tell why you would share it.
-List at least two people, groups, or businesses that you would not want to share this data with.
-Tell why you would not want to share it.
6 of 7 items are present and complete:
-Create a new Google document.
-Name it “Machine Learning Journal.”
-Include heading “Data Lesson Reflection."
-List at least two people, groups, or businesses that you would share your driving data with.
-Tell why you would share it.
-List at least two people, groups, or businesses that you would not want to share this data with.
-Tell why you would not want to share it .
7 of 7 items are present and complete:
-Create a new Google document.
-Name it “Machine Learning Journal.”
-Include heading “Data Lesson Reflection."
-List at least two people, groups, or businesses that you would share your driving data with.
Tell why you would share it.
-List at least two people, groups, or businesses that you would not want to share this. data with.
-Tell why you would not want to share it .
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Build a Recommendation System Part 1Form2 of 8 elements are present and complete:
-Create a new Google Form.
-Title the form.
-Title each image.
-Include at least 6 images.
-Include a linear scale for each image.
-Restricted images to one category.
-Take a practice survey.
-Collect responses from at least 10 people.		4 of 8 elements are present and complete:
-Create a new Google Form.
-Title the form.
-Title each image.
-Include at least 6 images.
-Include a linear scale for each image.
-Restricted images to one category.
-Take a practice survey.
-Collect responses from at least 10 people.		6 of 8 elements are present and complete:
-Create a new Google Form.
-Title the form.
-Title each image.
-Include at least 6 images.
-Include a linear scale for each image.
-Restricted images to one category.
-Take a practice survey.
-Collect responses from at least 10 people.		8 of 8 elements are present and complete:
-Create a new Google Form.
-Title the form.
-Title each image.
-Include at least 6 images.
-Include a linear scale for each image.
-Restricted images to one category.
-Take a practice survey.
-Collect responses from at least 10 people.
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Link to Exemplary ProjectSpreadsheet Format2 of 8 elements are present and complete:
-Delete practice data from results.
-Include at least 10 responses.
-Timestamp is labeled "Data Set."
-Data is split into two groups with a visual separator.
-Top data set is labeled "Training Data" in column A.
-Bottom data set is labeled "Test Data" in column A.
-Column is added and labeled "Users."
-"Users" are labeled User 1 to User 10.
4 of 8 elements are present and complete:
-Delete practice data from results.
-Include at least 10 responses.
-Timestamp is labeled "Data Set."
-Data is split into two groups with a visual separator.
-Top data set is labeled "Training Data" in column A.
-Bottom data set is labeled "Test Data" in column A.
-Column is added and labeled "Users."
-"Users" are labeled User 1 to User 10.
6 of 8 elements are present and complete:
-Delete practice data from results.
-Include at least 10 responses.
-Timestamp is labeled "Data Set."
-Data is split into two groups with a visual separator.
-Top data set is labeled "Training Data" in column A.
-Bottom data set is labeled "Test Data" in column A.
-Column is added and labeled "Users."
-"Users" are labeled User 1 to User 10.
8 of 8 elements are present and complete:
-Delete practice data from results.
-Include at least 10 responses.
-Timestamp is labeled "Data Set."
-Data is split into two groups with a visual separator.
-Top data set is labeled "Training Data" in column A.
-Bottom data set is labeled "Test Data" in column A.
-Column is added and labeled "Users."
-"Users" are labeled User 1 to User 10.
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Link to Beginning Project
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Build a Recommendation System Part 2Develop an Algorithm2 of 7 elements are present and complete:
-Insert top row and label it "Average Difference from Item 1."
-Correctly use the ARRAY formula in E1 through I1.
-Apply absolutue cell references to formulas .
-Copy E1 over to I1.
-Insert new column labeled "Predicting Column."
-Correctly use ARRAY formula in C8 through C12.
-Apply absolute cell references to C8 through C12.		3 of 7 elements are present and complete:
-Insert top row and label it "Average Difference from Item 1."
-Correctly use the ARRAY formula in E1 through I1.
-Apply absolutue cell references to formulas .
-Copy E1 over to I1.
-Insert new column labeled "Predicting Column."
-Correctly use ARRAY formula in C8 through C12.
-Apply absolute cell references to C8 through C12.		5 of 7 elements are present and complete:
-Insert top row and label it "Average Difference from Item 1."
-Correctly use the ARRAY formula in E1 through I1.
-Apply absolutue cell references to formulas .
-Copy D1 over to I1.
-Insert new column labeled "Predicting Column."
-Correctly use ARRAY formula in C8 through C12.
-Apply absolute cell references to C8 through C12.		7 of 7 elements are present and complete:
-Insert top row and label it "Average Difference from Item 1."
-Correctly use the ARRAY formula in E1 through I1.
-Apply absolutue cell references to formulas .
-Copy E1 over to I1.
-Insert new column labeled "Predicting Column."
-Correctly use ARRAY formula in C8 through C12.
-Apply absolute cell references to C8 through C12.
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Link to Exemplary ProjectReflection-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Build a Recommendation System Reflection."
-Format heading as Heading 1
-Jot rough notes about the data you collected, what made it good, and how you could improve it.
-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Build a Recommendation System Reflection."
-Format heading as Heading 1
-Answer questions about the data you collected, what made it good, and how you could improve it.
-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Build a Recommendation System Reflection."
-Format heading as Heading 1
-Answer in complete sentences questions about the data you collected, what made it good, and how you could improve it.
-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Build a Recommendation System Reflection."
-Format heading as Heading 1
-Write a coherent paragraph or more about the data you collected, what made it good, and how you could improve it.
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Link to Beginning Project
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Train a Computer
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Link to Exemplary Project
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Link to Beginning ProjectReflection-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Train a Computer Reflection."
-Format heading as Heading 1
-Write a paragraph or more about what you learned while trying to train the computer? Think about what went well and what you would do differently next time and why.
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Create a Reflection JournalSharing DataAt least 2 of 7 items are present and complete:
-Create a new Google document.
-Name it “Machine Learning Journal.”
-Include heading “Data Lesson Reflection."
-List at least two people, groups, or businesses that you would share your driving data with.
-Tell why you would share it.
-List at least two people, groups, or businesses that you would not want to share this data with.
-Tell why you would not want to share it.
At least 4 of 7 items are present and complete:
-Create a new Google document.
-Name it “Machine Learning Journal.”
-Include heading “Data Lesson Reflection."
-List at least two people, groups, or businesses that you would share your driving data with.
-Tell why you would share it.
-List at least two people, groups, or businesses that you would not want to share this data with.
-Tell why you would not want to share it.
6 of 7 items are present and complete:
-Create a new Google document.
-Name it “Machine Learning Journal.”
-Include heading “Data Lesson Reflection."
-List at least two people, groups, or businesses that you would share your driving data with.
-Tell why you would share it.
-List at least two people, groups, or businesses that you would not want to share this data with.
-Tell why you would not want to share it .
7 of 7 items are present and complete:
-Create a new Google document.
-Name it “Machine Learning Journal.”
-Include heading “Data Lesson Reflection."
-List at least two people, groups, or businesses that you would share your driving data with.
Tell why you would share it.
-List at least two people, groups, or businesses that you would not want to share this. data with.
-Tell why you would not want to share it .
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Link to Exemplary ProjectBuilding a Recommendation System-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Build a Recommendation System Reflection."
-Format heading as Heading 1
-Jot rough notes about the data you collected, what made it good, and how you could improve it.
-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Build a Recommendation System Reflection."
-Format heading as Heading 1
-Answer questions about the data you collected, what made it good, and how you could improve it.
-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Build a Recommendation System Reflection."
-Format heading as Heading 1
-Answer in complete sentences questions about the data you collected, what made it good, and how you could improve it.
-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Build a Recommendation System Reflection."
-Format heading as Heading 1
-Write a coherent paragraph or more about the data you collected, what made it good, and how you could improve it.
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Link to Beginning Project-Open your existing journal OR create a new Google document named "Machine Learning Journal.”
-Add a heading “Fairness in Machine Learning."
-Format heading as Heading 1.
-Create and title a sub-head by category of image you chose
-Insert 5 images that fit your image category
-Write a paragraph or more about your thoughts, discoveries, and concerns about the concept of fairness in machine learning.
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Link to Exemplary Project
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Link to Beginning Project
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Supplementary Rubric
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Other Student Outcomes[Add your own category here]
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