Posted: June 13th, 2022

Neural network assignment-related data analysing

please check the attachment
computer sciencedata
ATTACHED FILE(S)
1- Discuss the potential application of Neural networks in an area of your choice. Discuss the advantages and limitations of NN. (450 words)
2- Using the provideddataset, build a Neural Network Model for the university earnings. Predict the earnings if the cost is 22000, grad is 85, debt 80 and city 1. (Dataset in in excel,2nd file )
Sheet6
School Earnings Cost Grad Debt City
St. Ambrose C (NC) 44800 22920 62 88 1
Albion College(Albion, MI) 45100 23429 73 92 0
Alfred University(Alfred, NY) 42300 19567 63 87 0
Allegheny College(Meadville, PA) 49200 25147 78 92 0
Beloit College(Beloit, WI) 37900 21979 78 93 1
Bentley University(Waltham, MA) 74900 29886 86 98 1
Boston University(Boston, MA) 60600 34603 84 95 1
California Lutheran University(Thousand Oaks, CA) 52900 28107 65 90 1
Carroll College(Helena, MT) 44000 23583 65 95 0
Catholic University of America(Washington, DC) 54500 34086 68 92 1
Cedar Crest College(Allentown, PA) 45200 19156 61 83 1
Champlain College(Burlington, VT) 40400 31564 62 89 1
Chapman University(Orange, CA) 51800 33821 74 87 1
Clark University(Worcester, MA) 44100 23415 80 94 1
Colby–Sawyer College(New London, NH) 38600 22644 56 88 0
College of Mount St. Vincent(Riverdale, NY) 51900 19647 54 85 1
College of St. Benedict(St. Joseph, MN) 47600 23518 81 98 0
Davis & Elkins College(Elkins, WV) 35900 16575 43 71 0
DeSales University(Center Valley, PA) 48300 27080 69 90 0
Dickinson College(Carlisle, PA) 52100 29678 85 95 1
Doane College(Crete, NE) 42300 21713 62 90 0
Dominican University(River Forest, IL) 44400 13902 65 86 0
Drew University(Madison, NJ) 50900 27652 69 93 0
Drexel University(Philadelphia, PA) 61100 33742 67 90 1
Earlham College(Richmond, IN) 32300 19414 71 96 0
Eckerd College(St. Petersburg, FL) 40800 29864 63 81 1
Elmhurst College(Elmhurst, IL) 48100 19466 74 91 0
Elmira College(Elmira, NY) 43600 22787 60 89 1
Elon University(Elon, NC) 44500 31898 83 96 0
Endicott College(Beverly, MA) 42800 31810 72 96 0
Florida Southern College(Lakeland, FL) 37600 21558 57 82 1
Fort Lewis College(Durango, CO) 34000 14398 37 77 0
Franklin Pierce University(Rindge, NH) 38000 24266 47 88 0
Fresno Pacific University(Fresno, CA) 39700 15403 57 81 1
George Fox University(Newberg, OR) 43300 24402 63 92 0
Gonzaga University(Spokane, WA) 52800 28155 82 95 1
Goucher College(Baltimore, MD) 45500 24246 67 91 1
Gustavus Adolphus College(St. Peter, MN) 50100 23162 83 95 0
Hawaii Pacific University(Honolulu, HI) 43400 20967 40 87 1
Hendrix College(Conway, AR) 40500 22231 71 87 1
Hobart and William Smith Colleges(Geneva, NY) 48600 30720 78 95 0
Hollins University(Roanoke, VA) 37000 20252 58 80 0
Ithaca College(Ithaca, NY) 50400 31958 76 96 0
Johnson & Wales University at Denver(Denver, CO) 35100 24423 54 80 1
Juniata College(Huntingdon, PA) 45200 24614 75 96 0
Kalamazoo College(Kalamazoo, MI) 49400 21531 79 93 1
Lake Forest College(Lake Forest, IL) 48100 23921 67 93 0
Lasell College(Newton, MA) 40900 25316 49 88 1
Lesley University(Cambridge, MA) 36700 32534 46 86 1
Lewis and Clark College(Portland, OR) 43400 32636 75 96 1
Linfield College(McMinnville, OR) 51300 24893 68 93 0
Long Island University — C.W. Post Campus(Brookville, NY) 46000 25613 41 74 0
Loyola University New Orleans(New Orleans, LA) 41300 21546 57 83 1
Lycoming College(Williamsport, PA) 42800 21127 64 90 1
Lynn University(Boca Raton, FL) 35500 33074 41 76 1
Marietta College(Marietta, OH) 42600 22473 59 89 0
McDaniel College(Westminster, MD) 44600 20675 73 95 0
Menlo College(Atherton, CA) 50600 25918 38 78 0
Meredith College(Raleigh, NC) 38400 22275 61 87 1
Mills College(Oakland, CA) 39000 25539 62 81 1
Monmouth College(Monmouth, IL) 40700 15685 58 89 0
Moravian College(Bethlehem, PA) 50000 24730 74 91 1
Nazareth College of Rochester(Rochester, NY) 43900 25936 70 93 0
Nebraska Wesleyan University(Lincoln, NE) 45500 22204 67 93 1
New England College(Henniker, NH) 35600 28458 41 78 0
Niagara University(Niagara University, NY) 44000 17437 66 87 0
Oglethorpe University(Atlanta, GA) 43900 19721 59 79 0
Otterbein University(Westerville, OH) 41200 24850 59 86 0
Pace University(New York, NY) 58400 24961 53 86 1
Pacific Lutheran University(Tacoma, WA) 45900 23486 70 93 0
Pine Manor College(Chestnut Hill, MA) 34700 13735 32 52 0
Providence College(Providence, RI) 59600 34841 86 96 1
Quinnipiac University(Hamden, CT) 56400 35159 76 96 0
Regis University(Denver, CO) 53100 21046 58 85 1
Rhode Island College(Providence, RI) 39600 9938 43 84 0
Rider University(Lawrenceville, NJ) 48100 28210 67 89 0
Ripon College(Ripon, WI) 42800 19254 73 90 0
Roanoke College(Salem, VA) 42500 26451 65 89 0
Roger Williams University(Bristol, RI) 47200 33838 62 93 0
Rollins College(Winter Park, FL) 42200 29427 69 83 0
Saint Francis University(Loretto, PA) 46900 22593 68 90 0
Seattle University(Seattle, WA) 55200 33557 77 92 1
Simmons College(Boston, MA) 51400 29085 69 93 1
Spelman College(Atlanta, GA) 46400 31293 70 67 1
Springfield College(Springfield, MA) 45100 27674 67 80 1
Stetson University Ideland, FL) 42600 21815 64 86 0
Suffolk University(Boston, MA) 49900 27507 56 84 1
Susquehanna University(Selinsgrove, PA) 50000 24954 75 95 0
Syracuse University(Syracuse, NY) 56600 28912 81 93 1
Temple University(Philadelphia, PA) 46500 20845 66 86 1
The College of Idaho(Caldwell, ID) 38900 16681 65 90 0
The College of Wooster(Wooster, OH) 44400 21455 75 91 0
The George Washington University(Washington, DC) 64500 30206 80 95 1
The University of Tulsa(Tulsa, OK) 43200 25702 67 87 1
Trinity University(San Antonio, TX) 53200 22389 81 96 1
University of Denver(Denver, CO) 51400 29362 77 92 1
University of Hartford(West Hartford, CT) 45900 29140 55 86 1
University of Miami(Coral Gables, FL) 52400 30394 81 90 0
University of Puget Sound(Tacoma, WA) 51500 32115 78 94 1
University of Redlands(Redlands, CA) 53800 25057 72 91 1
University of Rochester(Rochester, NY) 55500 26608 85 93 1
University of San Diego(San Diego, CA) 56300 31593 75 92 1
University of San Francisco(San Francisco, CA) 61000 31915 68 87 1
University of Tampa(Tampa, FL) 44400 27955 59 87 1
University of the Pacific(Stockton, CA) 66400 30318 57 89 1
Wartburg College(Waverly, IA) 43200 22124 64 90 0
Washington & Jefferson College(Washington, PA) 49900 26491 76 93 0
Washington College(Chestertown, MD) 48300 30255 69 92 0
Wells College(Aurora, NY) 33600 19739 57 86 0
West Virginia Wesleyan College(Buckhannon, WV) 43100 18292 59 82 0
Western New England University(Springfield, MA) 55100 28517 61 92 1
Whittier College(Whittier, CA) 45100 33181 67 86 0
Widener University(Chester, PA) 51700 27387 56 83 0
Willamette University(Salem, OR) 49200 30312 78 93 1
Winthrop University(Rock Hill, SC) 36100 15311 54 76 1
Wittenberg University(Springfield, OH) 42700 26616 64 90 1
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