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DEBUG: offers_data.offers found, count = 12
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 "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
Best Schools for Best in Michigan
Below are the schools that deliver the strongest overall best education in Michigan.
Top Schools in Best
Michigan Technological University tops our 2026 ranking of the best best schools. This moderately-sized public university is located in the town of Houghton. Roughly 68% of students complete a degree within six years here. There were roughly 42 best students who graduated with this degree at Michigan Technological University in the most recent data year. Best graduates of Michigan Technological University earn a median of $64,652 early in their careers. Students borrow a median of $25,800 to complete this degree.
Read more about the best program at Michigan Technological University
A rank of #2 makes University Of Michigan Ann Arbor one of the top schools for best. University Of Michigan Ann Arbor is a very large public school located in the city of Ann Arbor. University Of Michigan Ann Arbor graduates 93% of students within six years. There were roughly 193 best students who graduated with this degree at University Of Michigan Ann Arbor in the most recent data year. Best graduates of University Of Michigan Ann Arbor earn a median of $66,254 early in their careers. University Of Michigan Ann Arbor graduates carry a median of $19,137 in student loans.
Get the full best details for University Of Michigan Ann Arbor
Grand Valley State University is a great choice for students pursuing a degree in best, landing the #3 spot this year. Set in the town of Allendale, Grand Valley State University is a very large public institution. Grand Valley State University graduates 67% of students within six years. Grand Valley State University awarded about 40 best degrees in the most recent data year. Soon after graduation, best degree recipients from Grand Valley State University generally make around $50,179. Typical student debt for the program is $26,378.
Read more about the best program at Grand Valley State University
