Cybersecurity is the practice of ensuring the confidentiality, integrity, and availability of information within interconnected systems. Cybersecurity requires extending the typical design and trade-off space to include protection and resiliency to combat malicious actors. Thinking like an adversary becomes a core competency of students in the program, and enables certificate graduates to approach the design and (re)development of systems from a more strategic security-centric mindset. The Cybersecurity Certificate guides students through foundational computer science and statistics concepts necessary for analyzing threat potentials and attack surfaces, building on those with competencies in critical system infrastructure through databases and networks, and further specialized them through two cybersecurity intensive courses.
| Course ID | Title | Hrs. | Topic |
| COSC 2030 | Computer Science II | 4 | Learn the basics of how computing systems store and process information. |
| COSC 4010 | Cyber Security courses Course | 3 | Get introduced to a rotating "hot-topic" in cybersecurity. |
| COSC 4760 | Computer Networks | 3 | Learn the foundations to how our communication and information infrastructures are connected |
| COSC 4765 | Computer Security | 3 | Dive into the world Computer Security - leave wanting more! |
| COSC 4820 | Database Systems | 3 | Learn about the technologies and ideas that store/process our modern day information - from traditional databases to blockchain |
| STAT | 2010, 2050, 2070, or 4220 | 4 | Finding attackers is like finding a needle in a haystack - learn the basic methods for identifying and defining patterns of behavior |
Note: COSC 4760 can also be replaced by the ECE version ECE 4870 or a second COSC 4010: Cyber Security courses Course
There are over half a million job openings in Cybersecurity throughout the US - many of which can be done remotely. Jobs exist throughout at the experience spectrum - with current needs/job openings at all levels. According to cyberseek.org the average salary for Cybersecurity jobs ranges from 85K-115K+ / year.
Learners working towards the completion of the cybersecurity certificate pathway independently of another major at UWYO are be eligible for CEDAR sponsored scholarships that supplement their coursework by sponsoring/paying for industry-recognized certifications (e.g. Certified Ethical Hacker, GIAC, CISM).
*Note: All USATF members who are required to be USATF 3-Step Safe Sport Compliant will be required to complete a SafeSport Refresher Course on an annual basis.
With the launch of USATF Connect, members looking to complete SafeSport training are able to do so directly on their USATF Connect profile, and no longer need to log-on to safesport.org to access the training. USATF has transferred the SafeSport trainings of all USATF members who have already completed a Core training or Refresher course on safesport.org into the member's USATF Connect profile. At the time the next training is required, the member will log-in to their USATF Connect profile to complete the training.
USATF currently requires the members of the following groups to complete SafeSport training: National Office Staff, Board of Directors, registered coaches, certified officials, authorized agents, club officers, National Team staff, National Committee Chairs, Association leadership, Youth Committee members, AAC Committee Members, AAC Event Leaders, all meet volunteers in an official capacity, Youth Camp staff, vendors with access to athletes, and all RunJumpThrow event organizers. These individuals must have a USATF membership, have successfully completed the appropriate USATF background screen, and have successfully completed SafeSport training before having contact with athletes, and in any event, within forty-five (45) days of assuming such position within USATF.
The Core SafeSport Training will take roughly 90 minutes to complete and the Refresher courses will take roughly 20 minutes to complete. Your USATF Connect profile will be automatically updated after you complete your training.
Graduate certificate programs are ideal for bachelor's degree-prepared engineers who wish to continue their studies without making the commitment of a master's program. Students may want to brush-up on new developments in their field or investigate another specialty. Certificates are earned by taking four courses from a list associated with each certificate. ECE certificates can be used as concentrations in the ECE Master’s programs.
Credits earned from these graduate certificates may be used toward a graduate degree with the approval of the graduate program coordinator.
Each of these certificates are described below and include the name and contact information of the certificate coordinator.
Most graduate certificates are comprised of four courses (12 graduate credits) designed to provide specific knowledge and expertise vital to today's changing and complex needs in the work place. In most cases courses may be applied toward a degree program.
The four courses must be completed within a five year period with a minimum 3.000 grade point average, and with no more than 6 credits below B. Courses completed for one certificate may not be used for another certificate.
Individuals must complete a simplified application, provide an official undergraduate transcript indicating that a baccalaureate degree has been awarded, and submit a nominal application fee. GRE's are not required.
Electrical and Computer Engineering Department
Contact: Kavitha Chandra, Ph.D., 978-934-3356, kavitha_chandra@uml.edu
This certificate provides a fundamental background in the understanding of information transmission, statistical properties of signals and noise, and both analog and digital modulation/demodulation techniques. Advanced courses in modern communications and the characterization of communication channels are covered in optional courses in coding, error correction, information measures, stochastic system modeling and wireless communications. The holder of the certificate will have both analytical and practical competence to contribute significantly to the design and development of new and updated communications systems.
This is a 12 credit certificate; all courses are 3 credits each.
Required Courses:
Elective Courses: (Choose two of the following)
Electrical and Computer Engineering Department
Contact: Kavitha Chandra, Ph.D., 978-934-3356, kavitha_chandra@uml.edu
This Digital Engineering Certificate addresses the needs articulated by companies and federal agencies for upskilling their workforce in digital modeling of their practices, processes and products. The certificate aims to build the expertise for applying modeling and simulation using authoritative sources of data and models across the lifecycle of a product or system of interest. Model based systems engineering concepts are integrated across the courses in the certificate. Beginning with an introductory course on various types of engineering models of systems and computational methods, the certificate helps build skills on representing the design, acquisition and sustainment of systems using the SysML tool. Students will acquire deeper knowledge of physical and networked models and their performance characteristics through a cyber-physical systems framework. The courses of data-driven computational modeling, decision-making and risk-management will address the benefits, trade-off and challenges associated with digital models.
This is a 12 credit certificate; all courses are 3 credits each.
Required Courses:
Courses substitutions may be allowed by permission of the certificate coordinator.
Contact: Kavitha Chandra - Phone: 978-934-3356, Email: Kavitha_Chandra@uml.edu.
The Engineering Data Analytics Graduate Certificate is a 12 credit program designed to provide engineers the knowledge and skills for transforming data derived from various applications to information that enables optimal decision-making. It introduces the requisite background in probability, statistics and stochastic processes to better understand the performance and validation of machine learning algorithms. Through an interactive computing platform, students will learn to develop computational models for prediction and classification. The skills for for applying stochastic models to represent time-varying data and extraction of relevant features for identification of anomalies are developed. Methods for prescriptive analytics that include operation research techniques such as optimization, scheduling and risk-analysis will be developed through case studies.
| Course Number | Course Title | Credit Hours |
|---|---|---|
| EECE.5440 | Computational Data-Driven Modeling I | 3 |
| EECE.5470 | Computational Data-Driven Modeling II | 3 |
| EECE.5490 | Optimization Models & Decision Analysis | 3 |
| EECE.5840 | Probability & Random Processes | 3 |
| Subtotal # Core Credits Required | 12 | |
| Curriculum Summary | ||
| Total number of courses required for the degree | 4 | |
| Total credit hours required for the degree | 12 | |
Electrical and Computer Engineering Department
Contact: Yan Luo, Ph.D., phone: 978-934-2592, Email: Yan_Luo@uml.edu.
The 12-credit certificate is a valuable credential for engineering professionals in the private and public sectors who wish to master the theoretical and practical skills in FPGA development and applications. Certificate holders will acquire additional academic credentials to advance within their organization or to change their career paths and Excellerate their competitive position in the job market. For many employees working in the technical and scientific fields without any FPGA background, the GCFPGA will provide them with the knowledge needed for effectively applying FPGA's in the design of mission-critical and reliable digital systems.
Required three 3-credit courses:
Elective: (Choose one) 3-credit courses:
This 16 credit lab-enhanced version of the Field Programmable Gate Array graduate certificate is only available to our corporate partners. This program provides advanced hands-on practice and builds upon the theory established in the coursework.
| Major Required (Core) Courses (Total # of courses required = 6) | ||
| Course Number | Course Title | Credit Hours |
| EECE.5620 | VHDL/Verilog Design | 3 |
| EECE.5625 | VHDL/Verilog Design Lab | 1 |
| EECE.5750 | FPGA Logic Design Techniques | 3 |
| EECE.5755 | FPGA Logic Design Techniques Lab | 1 |
| EECE.5770 | Verification of Digital Systems | 3 |
| EECE.5775 | Verification of Digital Systems Lab | 1 |
| Sub-Total # Core Credits Required | 12 | |
| Elective Courses (Total courses required = 2) | ||
| EECE.6510 | Advanced Embedded System Design with FPGA | 3 |
| EECE.6515 | Advanced Embedded System Design with FPGA Lab | 1 |
| Sub-total # of Elective Credits Required | 4 | |
| Curriculum Summary | ||
| Total number of courses required for the degree | 8 | |
| Total credit hours required for degree | 16 | |
Contact: Kavitha Chandra - Phone: 978-934-3356, Email: Kavitha_Chandra@uml.edu.
The Engineering Data Analytics Graduate Certificate is a 12 credit program designed to provide engineers the knowledge and skills for transforming data derived from various applications to information that enables optimal decision-making. It introduces the requisite background in probability, statistics and stochastic processes to better understand the performance and validation of machine learning algorithms. Through an interactive computing platform, students will learn to develop computational models for prediction and classification. The skills for for applying stochastic models to represent time-varying data and extraction of relevant features for identification of anomalies are developed. Methods for prescriptive analytics that include operation research techniques such as optimization, scheduling and risk-analysis will be developed through case studies.
| Course Number | Course Title | Credit Hours |
|---|---|---|
| EECE.5440 | Computational Data-Driven Modeling I | 3 |
| EECE.5470 | Computational Data-Driven Modeling II | 3 |
| EECE.5490 | Optimization Models & Decision Analysis | 3 |
| EECE.5840 | Probability & Random Processes | 3 |
| Subtotal # Core Credits Required | 12 | |
| Curriculum Summary | ||
| Total number of courses required for the degree | 4 | |
| Total credit hours required for the degree | 12 | |
Department of Electrical & Computer Engineering
Contact: Kanti Prasad, phone: 978-934-3326, Email: Kanti_Prasad@uml.edu.
The purpose of this certificate program is to provide essential background in solid state physical electronics and very large scale integrated (VLSI) circuit fabrication. These courses, combined with two electives, will provide a customized background to the subject but with sufficient depth in an area of choice to provide tangible useful expertise.
This is a 12 credit certificate; all courses are 3 credits each.
Required Courses: (Choose two of the following)
Elective Courses: (Choose two of the following)
The Electrical and Computer Engineering Department also participates in the following interdisciplinary certificate programs:
Electrical & Computer Engineering Department
The Biomedical Engineering and Biotechnology Graduate Certificate is a multidisciplinary certificate program, spanning courses in the Francis College of Engineering, the Kennedy College of Sciences, and the College of Health Sciences. The graduate certificate is comprised of a coordinated program of courses jointly offered by the participating departments. This certificate is a 12-credit program comprised of two required three-credit courses and two elective three-credit courses.
The BMEBT Graduate Certificate is intended for students who have successfully graduated with a baccalaureate degree and possibly interested in pursuing a Master's degree in Biomedical Engineering and Biotechnology, BMEBT, but do now wish to commit to the master's degree at this time or who are simply interested in earning credentials beyond those from their undergraduate degree in the area of BMEBT.
Application Process
Individuals must apply and complete an application form in accordance with the university's Graduate Admissions website at: www.uml.edu/grad/. Applicants must submit and official undergraduate transcript indicating that a baccalaureate degree was awarded. GRE scores are not required for the certificate program. All applications will be reviewed by the Biomedical Engineering and Biotechnology Program Director. A decision will be made in writing to the applicant.
Requirements to Complete the Graduate Certificate
To complete the certificate program, students must successfully complete 12-credits of coursework with a cumulative GPA of 3.000 or greater, and with no more than three credits with a grade of less than B. For students who wish to continue onto the Master's degree in Biomedical Engineering and Biotechnology, all four of the Certificate courses can be used towards satisfying the course requirements of the master's degree program; students must meet all University requirements for earning the Master's degree. In addition, a waiver of the GRE requirement for the master's degree will be provided to those students who achieve a GPA of 3.500 or greater.
BMEBT Certificate Curriculum:
Elective Courses: (Choose any two 3-credit courses)
For more information, contact: Susan Pryputniewicz, MS by email: Susan_Pryputniewicz@uml.edu.
Electrical and Computer Engineering Department
Contact: Mufeed Mahd - phone: 978-934-3317, Email: mufeed_mahd@uml.edu/a>.
Energy conversion is a discipline that spans across three departments: Computer & Electrical, Mechanical & Industrial and Chemical (Nuclear) Engineering. Interest is rising for practical applications in the housing industry to supply houses with clean sources of energy to meet electrical supply needs, as well as for space heating/ cooling. All renewable energy sources will be considered (e.g. wind energy and photovoltaics). Information about batteries, battery charging stations, battery chargers and energy conversion devices (such as rectifiers, inverters, choppers, controllers) is presented as related to the development of low emission vehicles.
Choose four of the following courses:
Applied Physics, Computer Engineering, Computer Science, Electrical Engineering, Materials Engineering, Mechanical Engineering, Plastics Engineering Departments
Contact: Xuejun Lu, Ph.D. - Phone: 978-934-3359, Email: xuejunlu@uml.edu.
As companies increasingly undertake engineering projects that bring together a wide range of disciplines for manufacturing an integrated product, it is often necessary to assemble teams of experts in these various disciplines, and prepare managers who have a fundamental, overall understanding of several different engineering areas. The certificate is designed to respond to the need for trained professionals who are responsible for managing complex engineering systems integrating algorithms, information, software and hardware. Completion of certificate courses in areas complementary to the individual's specific training will serve as an important starting point for engineering managers (and prospective managers) who need to solve complex interdisciplinary problems at the interfaces of electrical, computer, mechanical, materials engineering, and computer science and applied physics.
The program consists of six clusters:
Within each cluster, there are a number of carefully selected courses ranging from introductory graduate level to more advanced, specialized electives.
Students must successfully complete four courses (12 credits), one or two of which may be taken in their area of expertise. The remaining courses must be taken in separate and different cluster areas. Courses are selected in consultation with one (or more) graduate program coordinators to best meet the student's needs in terms of background, interests, and work requirements. It may be necessary for students to take prerequisite course(s) if they do not have appropriate backgrounds for a particular cluster course.
Applied Physics
Computer Engineering
Computer Science
Electrical Engineering
Materials Engineering
Mechanical Engineering
The Medical Imaging and Instrumentations Graduate Certificate is an interdisciplinary certificate spanning courses in the Department of Electrical & Computer Engineering in the Francis College of Engineering and the Biomedical Engineering and the Biotechnology (BMEBT) Program across the UMass system. This certificate provides and excellent opportunity to learn the principles and applications of imaging technology. It is comprised of a coordinated collection of xourses, laboratories and advanced simulation experiences and allows for in-person and remote enrollment Students are required to complete 12 credits of coursework, comprised of four elective three-credit courses from two different pools of electives. Students must successfully complete two courses from Group A ad two from Group B. The Medical Imaging and Instrumentations Graduate Certificate is intended for individuals who have successfully graduated with a baccalaureate degree and are interested in pursuing a Master's degree in Electrical Engineering, Computer Engineering, or Biomedical Engineering and Biotechnology (BMEBT).
Individuals must apply and complete an application form in accordance with the university's Graduate Admissions website. Applicants must submit an official undergraduate transcript indicating that a baccalaureate degree was awarded. GRE scores are required for the certificate program. All applications will be reviewed by the Medical Imaging and Instrumentation Certificate coordinator. A decision will be made in writing to the applicant.
Requirements to Complete the Graduate Certificate
To complete the certificate program, students must successfully complete a 12-credits of coursework with a cumulative GPA of 3.000 or greater, and with no more than three credits with a grade of less than 3.00.
For students who wish to continue onto the Master's degree in Electrical and Computer Engineering, or Biomedical Engineering and Biotechnology Program completed courses of the Certificate can be used towards satisfying the course requirements of the master's degree program. In addition, a waiver of the GRE requirement for the master's degree will be provided to those students who achieve a GPA of 3.500 or greater.
Students must successfully complete two elective courses from Group A and two elective courses from Group B.
For more information contact: Mufeed Mahd, Ph.D. by phone 978-934-3317 or email: mufeed_mahd@uml.edu.
Physics Department and Electrical & Computer Engineering Department
Contact: Viktor Podolskiy, Phone: 978-934-3398, Email: Viktor_Podolskiy@uml.edu
The certificate is offered jointly by the Electrical & Computer Engineering and Physics Departments and reflects the strong interests in the physics and technologies of electro-optics. Extensive research facilities include: new materials growth (molecular beam epitaxy) and device fabrication and testing laboratories.
Required Courses:
-OR-
Elective Courses: (choose two of the following):
Department of Electrical & Computer Engineering
Contact: Kanti Prasad, phone: 978-934-3326, Email: Kanti_Prasad@uml.edu.
The purpose of this certificate program is to provide essential background in solid state physical electronics and very large scale integrated (VLSI) circuit fabrication. These courses, combined with two electives, will provide a customized background to the subject but with sufficient depth in an area of choice to provide tangible useful expertise.
This is a 12 credit certificate; all courses are 3 credits each.
Required Courses: (Choose two of the following)
Elective Courses: (Choose two of the following)
L&OD is continuing to offer the Certified Executive Administrative Professional (CEAP) program, part of the Star Achievement Series by Office Dynamics, and the Human Resources Strategic Business Partner Certificate. The Human Resources cohort-based program is designed for professionals who want to gain a better understanding of how their role can fit within the larger organization.
Director of Human Resources for the Department of Medicine Beth Lassiter, who recently completed the HR Strategic Partnership Certificate, said that, among the things the program showed her, was how better to use data and collaborate with recruiters to identify skills gaps and create initiatives which can help her department thrive.
“This program allows me to connect the dots and think about being more of a strategic HR professional,” Lassiter said. “The world is changing fast, so being able to stay on top of things and be innovative and creative is so necessary.”
Review all Certificate of Excellence options here.
Send story ideas, shout-outs and photographs through our story idea form or write working@duke.edu.
ISA certificate courses include a certificate exam after successful course completion, which is delivered through our testing partner, Meazure Learning. Certificate exams are offered for the following certificate programs:
Within three business days after you complete your course, you will receive your exam invitation (Notice to Schedule Exam) email from candidatesupport@meazurelearning.com. Follow the instructions in the email to schedule your exam online or at a testing center through the Meazure Learning online test scheduling system.
If you have not received your exam invitation within three business days of completing your course, please check your spam or junk folder for an email from candidatesupport@meazurelearning.com. If you still are unable to find your exam invitation, please email certifications@isa.org. In some instances, you may need to provide an alternate email address, as some server firewalls may block the receipt of the exam invitation email.
After you schedule your exam with Meazure Learning, you will receive a confirmation email for your scheduled exam. If you do not receive the confirmation email within two business days of submitting the request, please contact Meazure Learning at +1 919-572-6880 or email candidatesupport@meazurelearning.com for assistance.
You can get information about your eligibility period deadline by accessing “My Credentials” in your ISA account.
If you are taking a certificate exam (listed below), you have a six-month eligibility period, based on the day you complete your course, where you must complete all testing, including any reschedules or retests.
If you are taking an associate exam (listed below), you have a six-month eligibility period, based on the day you complete your course, where you must complete all testing, including any reschedules or retests.
If you take an associate exam only, your eligibility period is based on the day you pay the exam fee.
There are no group discounts for course fees.
ISA recommends the following for displaying or noting your credentials. As these are certificate programs and not certification programs, you should not list your certificate designations directly after your name. On your business card (signature block, resume, etc.), you should display/include your certificate designation in an area distinctly separate from your name and certificate/licensure/degree designations (e.g., CAP, PE, MBA, etc.). When possible, include "Certificate" or "Certificate Holder" after your designation listing (e.g. ISA/IEC 62443 Cybersecurity Fundamentals Specialist Certificate Holder or ISA/IEC 61511 SIL Selection Specialist Certificate Holder).
Michigan Technological University is a FANUC Authorized Certified Education Training Facility that is able to provide training to academic and industry representatives. Michigan Tech collaborates with FANUC to support their goal of "Partnering with Education" to help meet the growing demand for the skilled workforce needed in all aspects of today's manufacturing.
A FANUC certified instructor conducts all training at Michigan Tech and is committed to quality of teaching and providing the best learning experience. Our Robotics Laboratory is equipped with several FANUC industrial robots and classroom computers have FANUC Robotics ROBOGUIDE simulation software available for students to practice.
All the robotics training courses offered at Michigan Tech are in compliance with courses offered at FANUC Robotics, with the course content being identical. Upon fulfilling all the course requirements, students receive a FANUC certificate of course completion.
The FANUC certified instructor can also provide training at your facility (subject to mutual agreement and certain conditions). Please contact the instructor directly to discuss this option.
Future training courses will be announced.
Thank you for an excellent experience of learning the basics of the FANUC robots. The knowledge you demonstrated, your preparation to adapt the course to fit the needs of what needed to be covered, and tailor the training to our knowledge level as well as Comco USA's business needs, made the 2 days spent there an extreme value to both me and my company (Comco USA).
It always shows when an instructor believes and enjoys what they are teaching. I believe your training would be a great value to anyone wanting to learn how to operate the FANUC robots.
I really enjoyed the training, as well as the city and the surrounding area.
I am very impressed with the professionalism and dedication you have. The training was packed with the tools I needed to succeed. The theoretical content, along with the hands-on practice in Michigan Tech's Electrical Engineering Technology lab, gave me the confidence I was looking for.
I really liked your approach to the course, starting from emphasizing the safety aspects related to robot operations. The outline of the course was designed to get you into the robotic programming field in a continuous gradient, so I made huge steps in just two days of training. I definitely would not hesitate on taking more training at Michigan Tech.
Each format offers expert-developed, unbiased educational content. All instructor-led formats are taught by real-world industry experts. Some courses and formats include hands-on labs using our custom designed portable trainers. No matter which format you choose, you will earn CEUs and a Certificate of Completion when you successfully complete the course.
Note: Not all courses are offered in every format. See specific courses for available formats and offerings.
Industry experts have found that an aging population, emerging treatment methods and technology advances mean strong career prospects for well-qualified sales reps.
PayScale.com sets the average compensation package for entry-level representatives at $51,297 but also notes a significant upside for bonus compensation and long term growth.According to MedReps, total compensation for an experienced pharmaceutical sales reps can be up to $149,544 per year, with an average base of $92,698 and bonus.
