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DEBUG: offers_data.offers found, count = 14
DEBUG: Specific major detected (cip4 = 30.70), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Data Science (I Have a HS Diploma or Associate Degree)" with relevance 1
DEBUG: ✓ Offer "Data Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Data Science (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "Data Science (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "MBA - Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "MBA - Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Grad Cert - Data Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Grad Cert - Data Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "AS in Data Analytics" with relevance 0.7
DEBUG: ✗ Offer "AS in Data Analytics" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Data Analytics" with relevance 0.7
DEBUG: ✗ Offer "BS in Data Analytics" REJECTED (relevance 0.7)
DEBUG: Checking offer "MS in Data Analytics" with relevance 0.7
DEBUG: ✗ Offer "MS in Data Analytics" REJECTED (relevance 0.7)
DEBUG: Checking offer "Science & Engineering Bachelors Programs (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✗ Offer "Science & Engineering Bachelors Programs (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.6)
DEBUG: Checking offer "Science & Engineering Diploma Programs (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✗ Offer "Science & Engineering Diploma Programs (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.6)
DEBUG: Checking offer "BS in Computer Science - Data Analysis" with relevance 0.6
DEBUG: ✗ Offer "BS in Computer Science - Data Analysis" REJECTED (relevance 0.6)
DEBUG: Checking offer "BS in Geosciences - Natural Resources Conservation" with relevance 0.6
DEBUG: ✗ Offer "BS in Geosciences - Natural Resources Conservation" REJECTED (relevance 0.6)
DEBUG: relevant_offers count = 2
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 2 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 2
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 2 offers with relevance >= 1.0
Most Popular Schools for Data Science in Michigan
Below are the schools that graduate the most data science students in Michigan.
Most Popular Data Science Schools
No school graduates more data science students than University Of Michigan Ann Arbor this year. Set in the city of Ann Arbor, University Of Michigan Ann Arbor is a public institution. University Of Michigan Ann Arbor graduated around 193 data science students in the most recent data year.
See more about data science at University Of Michigan Ann Arbor
Michigan Technological University is one of the most popular data science schools, landing the #2 spot this year. Located in the town of Houghton, Michigan Technological University is a public university. Michigan Technological University graduated around 42 data science students in the most recent data year.
Get the full data science details for Michigan Technological University
Grand Valley State University came in at #3 on our list of the most popular data science schools. Located in the town of Allendale, Grand Valley State University is a public university. This school awarded about 40 data science degrees in the most recent year.
See more about data science at Grand Valley State University
Calvin College ranks #4 for data science by yearly graduations. Located in the city of Grand Rapids, Calvin College is a private not-for-profit university. This school awarded about 5 data science degrees in the most recent year.
See more about data science at Calvin College
A rank of #5 makes Eastern Michigan University one of the most popular schools for data science. Set in the suburb of Ypsilanti, Eastern Michigan University is a public institution. This school awarded about 4 data science degrees in the most recent year.
Get the full data science details for Eastern Michigan University
Andrews University ranked #6 on our list of the most popular data science schools. Andrews University is a private not-for-profit school located in the town of Berrien Springs. This school awarded about 3 data science degrees in the most recent year.
Read the full data science report for Andrews University
Delta College ranked #7 on our list of the most popular data science schools. Located in the rural area of University Center, Delta College is a public university. During the most recent year for which we have data, roughly 1 students earned a degree in data science from this school.
Get the full data science details for Delta College
Northern Michigan University landed the #8 spot among the most popular data science schools. Northern Michigan University is a public school located in the town of Marquette. During the most recent year for which we have data, roughly 1 students earned a degree in data science from this school.
Read the full data science report for Northern Michigan University
by our College Data Analytics Team