DEBUG: Raw major_slug = "engineering-technologies//computer-engineering-technology"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json", major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: After cleaning major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json
DEBUG: major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 4
DEBUG: Specific major detected (cip4 = 15.12), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
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 "Electrical Engineering (I Have a HS Diploma or Associate Degree)" with relevance 0.5
DEBUG: ✗ Offer "Electrical Engineering (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.5)
DEBUG: Checking offer "Electrical Engineering (I Have a Bachelors)" with relevance 0.5
DEBUG: ✗ Offer "Electrical Engineering (I Have a Bachelors)" REJECTED (relevance 0.5)
DEBUG: relevant_offers count = 0
DEBUG: No relevant offers, showing generic ESYOH widget
DEBUG: Raw major_slug = "engineering-technologies//computer-engineering-technology"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json", major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: After cleaning major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json
DEBUG: major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 4
DEBUG: Specific major detected (cip4 = 15.12), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Electrical Engineering (I Have a Bachelors)" with relevance 0.5
DEBUG: ✗ Offer "Electrical Engineering (I Have a Bachelors)" REJECTED (relevance 0.5)
DEBUG: relevant_offers count = 0
DEBUG: No relevant offers, showing generic ESYOH widget
Insufficient Data for Michigan
On account of absent data, we could not provide you with the computer engineering technology quality ranking. This is typically due to there not being enough schools in Michigan that both offer computer engineering technology and provided enough information for us to do a proper analysis.
As an alternative, check out at some of our other Computer Engineering Technology rankings below or check out our overall Best Colleges for Computer Engineering Technology ranking.
DEBUG: Raw major_slug = "engineering-technologies//computer-engineering-technology"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json", major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: After cleaning major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/engineering-technologies/computer-engineering-technology/offers.json
DEBUG: major_slug = "engineering-technologies/computer-engineering-technology"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 4
DEBUG: Specific major detected (cip4 = 15.12), keeping min_relevance at 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: relevant_offers count = 0
DEBUG: No relevant offers, showing generic ESYOH widget
Best Computer Engineering Technology Colleges in the Great Lakes Region
Explore all the Best Computer Engineering Technology Colleges in the Great Lakes Area or other specific states within that region.
State
Colleges
Degrees Awarded