Artificial Intelligence and Machine Learning (CERT2)
Level 2 Certificate (CERT2)
LSC-University Park
Houston, TX
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Artificial Intelligence and Machine Learning (CERT2) is a Level 2 Certificate (CERT2) program offered by Lone Star College in Houston, TX. The program takes 48 credit hours to complete, with a total tuition of $5,328.
Program Overview
Artificial Intelligence (AI) is the current, future discipline fostering the next generation of Computer Science, Networking, Cloud and High Performance Computing environments. Al encompasses machine learning, deep learning, image recognition, ray tracing, VR, simulation, natural language processing, autonomous machines (vehicles, robots, factory), RPA (digital Robot Process Automation), blockchains and Data Science. Artificial Intelligence is being universally applied across all industries at an unprecedented pace.
Program Schedule
- This award requires 48 credit hours in total.
- Lone Star College reports 1216 contact hours for this award.
- Where the course list shows "Choose N credit hours", those courses are the options for one elective slot, not additional requirements.
Program Learning Outcomes
- Apply the fundamental principles of computer programming including requirements specifications analysis, algorithm design and verification, documentation and implementation and testing.
- Develop AI applications that demonstrate learning, analysis, goal setting, autonomy and control system rigor for machine learning and natural language processing.
- Analyze a real-world problem, identify, cost justify and specify an effective AI computing solution with universal application.
Cost of Attendance and Financial Aid Information
- Tuition shown is the in-district rate of $111.00 per credit hour for 48 credit hours.
- Out-of-district Texas residents pay $249.00 per credit hour ($11,952.00); international and out-of-state students pay $313.00 per credit hour ($15,024.00).
- Lab fees vary by course and liability insurance, uniforms and supplies vary by program, so Lone Star College publishes no all-in total for this award. Tuition above excludes them.
- Financial aid and payment plans are available to most students.
- Application fee: none. Lone Star College applications are free.
Required Courses
| Subject # | Name | Credits |
|---|---|---|
| First Semester | ||
| MATH1324 | Mathematics for Business & Social Science | 3 |
| ITAI1370 | Artificial Intelligence History, Theory and Platforms | 3 |
| ENGL1301 | Composition & Rhetoric I | 3 |
| EDUC1300 | Learning Framework: 1st Year Experience | 3 |
| Subtotal | 12 | |
| First Semester / Choose 3 credit hours | ||
| ANTH2301 | Physical Anthropology | 3 |
| ANTH2351 | Cultural Anthropology | 3 |
| CRIJ1301 | Intro To Criminal Justice | 3 |
| CRIJ1307 | Crime In America | 3 |
| ECON2301 | Macro-economics | 3 |
| ECON2302 | Micro-economics | 3 |
| GEOG1301 | Physical Geography | 3 |
| GEOG1303 | World Regional Geography | 3 |
| GOVT2304 | Introduction to Political Science | 3 |
| GOVT2311 | Mexican American and Latinx Politics | 3 |
| HIST2311 | Western Civilization I | 3 |
| HIST2312 | Western Civilization II | 3 |
| HIST2321 | World Civilizations I | 3 |
| HIST2322 | World Civilizations II | 3 |
| PSYC2301 | General Psychology | 3 |
| SOCI1301 | Principles of Sociology | 3 |
| SOCI1306 | Social Problems | 3 |
| HIST1301 | United States History I | 3 |
| HIST1302 | United States History II | 3 |
| HIST2301 | Texas History | 3 |
| HIST2327 | Mexican American History I (to the United States-Mexico War Era) | 3 |
| HIST2328 | Mexican American History II (from the United States-Mexico War Era) | 3 |
| HIST2381 | African American History I | 3 |
| HIST2382 | African American History II | 3 |
| GOVT2305 | Federal Government | 3 |
| GOVT2306 | Texas Government | 3 |
| Subtotal | 78 | |
| Second Semester | ||
| ITSE1302 | Computer Programming | 3 |
| ITAI1371 | Introduction to Machine Learning (ML) | 3 |
| ITAI1372 | Artificial Intelligence in Cybersecurity | 3 |
| ITSC1316 | Linux Installation and Configuration | 3 |
| Subtotal | 12 | |
| Third Semester | ||
| ITAI1378 | Artificial Intelligence for Computer Vision | 3 |
| DATN1377 | Cloud Computing for Data Analytics | 3 |
| Subtotal | 6 | |
| Fourth Semester | ||
| ITAI2374 | Robot Operating System & Platforms in Artificial Intelligence | 3 |
| ITAI2373 | Natural Language Processing | 3 |
| ITAI2372 | Artificial Intelligence Applications and Case Histories | 3 |
| ITAI2378 | Artificial Intelligence Resources and References | 3 |
| Subtotal | 12 | |
| Fourth Semester / Choose 3 credit hours | ||
| ENGL1301 | Composition & Rhetoric I | 3 |
| ENGL1302 | Composition & Rhetoric II | 3 |
| ENGL2311 | Technical & Business Writing | 3 |
| SPCH1311 | Introduction To Communication | 3 |
| SPCH1315 | Public Speaking | 3 |
| SPCH1318 | Interpersonal Communication | 3 |
| SPCH1321 | Business and Professional Communication | 3 |
| Subtotal | 21 | |
| Program Total | 141 | |