DEBUG: Raw major_slug = "computer-information-sciences//computer-systems-analysis"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json", major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 11
DEBUG: Specific major detected (cip4 = 11.05), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "CISM Training Boot Camp (All Degree Levels)" with relevance 0.8
DEBUG: ✓ Offer "CISM Training Boot Camp (All Degree Levels)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "AS in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BA in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BA in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Information Systems" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Information Systems" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Science - Data Analysis" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Science - Data Analysis" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Data Analytics" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Information Technology" with relevance 0.8
DEBUG: ✓ Offer "MS in Information Technology" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "(ISC)² CGRC Training Boot Camp (All Degree Levels)" with relevance 0.6
DEBUG: ✗ Offer "(ISC)² CGRC Training Boot Camp (All Degree Levels)" REJECTED (relevance 0.6)
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: relevant_offers count = 8
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 1 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 1
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 0 offers with relevance >= 1.0
DEBUG: Backfilling with 0 offers with relevance >= 0.9
DEBUG: Backfilling with 1 offers with relevance >= 0.8
One Size Does Not Fit All
When choosing the right school for you, it's important to arm yourself with all the facts you can. To that end, we've created a number of major-specific rankings , including this Best Computer Systems Analysis Bachelor's Degree Schools in Michigan list to help you make the college decision.
In addition to College Factual's rankings, you may want to take a look at College Combat , our unique tool that lets you pit your favorite schools head-to-head and compare how they rate on factors that most interest you.
When you have some time, check it out - you may want to bookmark the link so you don't forget it.
DEBUG: Raw major_slug = "computer-information-sciences//computer-systems-analysis"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json", major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 11
DEBUG: Specific major detected (cip4 = 11.05), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "BA in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BA in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Information Systems" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Information Systems" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Science - Data Analysis" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Science - Data Analysis" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Data Analytics" ACCEPTED (relevance 0.8)
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: relevant_offers count = 5
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 0 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 0
DEBUG: No ESYOH offers, checking direct offers
ADVERTISEMENTS
Featured Computer Systems Analysis Programs Learn about start dates, transferring credits, availability of financial aid, and more by contacting the universities below.
Best Schools for Bachelor’s Students to Study Computer Systems Analysis in Michigan
The following list ranks the best colleges and universities for pursuing a bachelor's degree in computer systems analysis.
Top Michigan Schools for a Bachelor's in Computer Systems
Saginaw Valley State University is one of the best schools in the United States for getting a bachelor's degree in computer systems analysis. Saginaw Valley State University is a medium-sized public university located in the suburb of University Center.
After graduating, computer systems bachelor's recipients typically earn an average of $54,219 in their early careers.
More information about a bachelor’s in computer systems analysis from Saginaw Valley State University
DEBUG: Raw major_slug = "computer-information-sciences//computer-systems-analysis"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json", major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 11
DEBUG: Specific major detected (cip4 = 11.05), keeping min_relevance at 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "BS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Data Analytics" ACCEPTED (relevance 0.8)
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)" ACCEPTED (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)" ACCEPTED (relevance 0.6)
DEBUG: relevant_offers count = 4
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 2 ESYOH offers with relevance >= 0.5
DEBUG: esyoh_offers count = 2
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 0 offers with relevance >= 1.0
DEBUG: Backfilling with 0 offers with relevance >= 0.9
DEBUG: Backfilling with 0 offers with relevance >= 0.8
DEBUG: Backfilling with 0 offers with relevance >= 0.7
DEBUG: Backfilling with 2 offers with relevance >= 0.6
Best Computer Systems Analysis Colleges in the Great Lakes Region
Explore all the Best Computer Systems Analysis Schools in the Great Lakes Area or other specific states within that region.