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Practice \(3 credits\)) /Pg 10 0 R /K [1] >> endobj 59 0 obj << /Type /StructElem /S /P /P 56 0 R /E (Computing, Ethics, ) /Pg 10 0 R /K [2] >> endobj 60 0 obj << /Type /StructElem /S /P /P 56 0 R /E (and Society \(3 credits\)) /Pg 10 0 R /K [3] >> endobj 61 0 obj << /Type /StructElem /S /P /P 56 0 R /E (\(Cannot be applied to DS electives\)) /Pg 10 0 R /K [4] >> endobj 62 0 obj << /Type /StructElem /S /H5 /P 56 0 R /T (Vital Skills for Data Scientists \(4 credits\)) /E (Vital Skills for Data Scientists \(4 credits\)) /Pg 10 0 R /K [5] >> endobj 63 0 obj << /Type /StructElem /S /H5 /P 56 0 R /T (Introduction to Robotics with Webots \(3 credits\)) /E (Introduction to Robotics with Webots \(3 credits\)) /Pg 10 0 R /K [6] >> endobj 64 0 obj << /Type /StructElem /S /P /P 56 0 R /E (Choose 6 outside elective ) /Pg 10 0 R /K [7] >> endobj 65 0 obj << /Type /StructElem /S /P /P 56 0 R /E (courses that overlap with AI Cert \(except Computing, Ethics, and Society\)) /Pg 10 0 R /K [8] >> endobj 66 0 obj << /Type /StructElem /S /H5 /P 56 0 R /T (Statistical Modeling for Data Science \(3 credits\)) /E (Statistical Modeling for Data Science \(3 credits\)) /Pg 10 0 R /K [9] >> endobj 67 0 obj << /Type /StructElem /S /H6 /P 56 0 R /T (Questions? msds-support@colorado.edu) /E (Questions? msds-support@colorado.edu) /Pg 10 0 R /K [10] >> endobj 68 0 obj << /Type /StructElem /S /P /P 225 0 R /E (In order to earn the MS-DS degree, the DS Certificate, and the AI Certificate, you will need to declare each program using Program Action Form in Buff Portal.) /Pg 10 0 R /K [11] >> endobj 69 0 obj << /Type /StructElem /S /P /P 226 0 R /E (In order to apply outside electives \(CSCA courses - up to 6 outside electives allowed\), you will need to complete the 'outside electives' survey that you will receive in your email near the end of each session.) /Pg 10 0 R /K [12] >> endobj 70 0 obj << /Type /StructElem /S /P /P 227 0 R /E <546865204772616475617465205363686F6F6C2070726F6869626974732073747564656E74732066726F6D206170706C79696E67207468652073616D652063726564697420746F77617264732074776F2063726564656E7469616C73206174207468652073616D65206C6576656C2E20596F752077696C6C206E65656420746F206C6574207573206B6E6F77207468617420796F752077696C6C2077616E7420746F206170706C7920796F7572204D616368696E65204C6561726E696E67206372656469747320746F2074686520414920436572746966696361746520627920636F6D706C6574696E6720746865208F636572746966696361746520636865636B20696E902073757276657920746861742069732073656E7420746F20796F75722073747564656E7420656D61696C206E6561722074686520656E64206F6620656163682073657373696F6E2E> /Pg 10 0 R /K [13] >> endobj 71 0 obj << /Type /StructElem /S /P /P 228 0 R /E (Not all AI certificate courses are fully developed, and we do not have estimates on when they will be available. ) /Pg 10 0 R /K [14] >> endobj 72 0 obj << /Type /StructElem /S /P /P 229 0 R /E (To earn the AI certificate, at least one of the 12 credits must be from the Computing, Ethics and Society or Artificial Intelligence Ethics specializations.) /Pg 10 0 R /K [15] >> endobj 73 0 obj << /Type /StructElem /S /P /P 230 0 R /E (Please note that this document displays how to earn these credentials in the least amount of credits. 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(Reinforcement Learning ) /Pg 10 0 R /K [28] >> endobj 86 0 obj << /Type /StructElem /S /H5 /P 56 0 R /T (\(3 credits\)) /E (\(3 credits\)) /Pg 10 0 R /K [29] >> endobj 87 0 obj << /Type /StructElem /S /H2 /P 56 0 R /T (AI Certificate) /E (AI Certificate) /Pg 10 0 R /K [30] >> endobj 88 0 obj << /Type /StructElem /S /H2 /P 56 0 R /T (DS Certificate \(ALL REQUIRED\)) /E (DS Certificate \(ALL REQUIRED\)) /Pg 10 0 R /K [31] >> endobj 89 0 obj << /Type /StructElem /S /P /P 56 0 R /E (+) /Pg 10 0 R /K [32] >> endobj 90 0 obj << /Type /StructElem /S /H4 /P 56 0 R /T (ELECTIVES \(9 credits\):) /E (ELECTIVES \(9 credits\):) /Pg 10 0 R /K [33] >> endobj 91 0 obj << /Type /StructElem /S /H3 /P 56 0 R /T (NOTES:) /E (NOTES:) /Pg 10 0 R /K [34] >> endobj 92 0 obj << /Type /StructElem /S /P /P 56 0 R /E (Black box indicates which specializations also count towards MS-DS outside electives) /Pg 10 0 R /K [35] >> endobj 93 0 obj << /Type /StructElem /S /H4 /P 56 0 R /T ( Follow this guide if you 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