"Data Science, Deep Learning, and AI Solutions" Diploma
Diploma General Info
Description
The Executive Data Science, Deep Learning, and AI Solutions program aims to teach participants the best analytical practices in Data Science, Deep Learning, AI, and related Big Data technologies. This 10-month program will provide a comprehensive roadmap for mastering Data Visualization, Statistics, Data Analysis, Machine Learning, Deep Learning, AI solutions, and Big Data technologies.
To ensure full understanding, various industry case studies will guide participants through the entire analytical process, allowing them to master the most famous algorithms in Data Science, Deep Learning, and AI. All analytical methods and solutions will be explained with step-by-step case studies and practical examples.
Participants will access an extensive library of over 6,000 state-of-the-art slides, continuously updated over 25 years, and documentation supporting all topics. Additionally, they can practice projects using the latest technologies from SAS Viya and Python for Data Science and AI.
Learning Outcomes
By the end of this program, participants will be able to:
- Manipulate data for serious application in the era of Digital Transformation.
- Relate Data Analysis with Machine Learning applications.
- Understand how Deep Learning applies to AI.
- Implement efficient and competent AI projects.
- Compare classic Data Management to Big Data technologies.
- Innovate and manage an AI project.
- Learn and practice all SAS technologies with Python codes.
Teaching Methodology
The program's sessions will be delivered online, allowing complete interaction between participants and the instructor. Exceptional ones will be optional in person after any fixed exam related to the preceding credit and at LAU premises. Participants will also have to deliver projects using SAS technologies and Python at the end of each course.
Target Audience
The Executive Diploma is designed for individuals who want to gain a comprehensive understanding of Data Science and AI and how they can be used together to address modern data, business, and research challenges. The program is ideal for those looking to enter the field of Data Science and AI, as well as for individuals already working in various sectors including banking, insurance, retail, government, manufacturing, healthcare, and more. It is suitable for anyone in an organization who wants to familiarize themselves with the entire Data Science and AI process and its analytical solutions. Additionally, it can be highly beneficial for Python practitioners seeking to incorporate the scientific aspects of Data Science and AI into their daily business practices.
FAQs
0. How can I get the program's complete outlines and schedule?
2. Are all courses mandatory or I can register for some courses? Any Nano Degrees?
0. How can I get the program's complete outlines and schedule?
You can get the full details of the program by emailing wsemaan@matrixtrc.com.
1. Who is eligible for the program?
2. Are all courses mandatory or I can register for some courses? Any Nano Degrees?
0. How can I get the program's complete outlines and schedule?
The program begins at a foundational level, making it accessible for you to enter and succeed, even if you have no prior knowledge of the topics covered. However, you may find the program's content easier to grasp if you possess some experience or a basic understanding of mathematics.
2. Are all courses mandatory or I can register for some courses? Any Nano Degrees?
2. Are all courses mandatory or I can register for some courses? Any Nano Degrees?
2. Are all courses mandatory or I can register for some courses? Any Nano Degrees?
To obtain the "Executive Diploma," all courses must be completed. However, if you are interested in a specific area, you can register for one or more courses individually. In this case, you will receive a verified certificate upon successfully completing the quizzes and projects for that course. If you prefer to attend the course without participating in quizzes or projects, you will receive a Certificate of Completion instead.
3. What if I have a previous degree in Statistics, Computer Science, or alike?
3. What if I have a previous degree in Statistics, Computer Science, or alike?
2. Are all courses mandatory or I can register for some courses? Any Nano Degrees?
The "Executive Diploma" will be awarded only after completing all SAS Viya projects and e-learning requirements and successfully completing all other quizzes and projects. To obtain the dual diploma from LAU—Academy of Continuing Education and SAS International— it is mandatory to attend and pass all courses outlined in the program.
4. Is R included in the program in parallel to Python?
3. What if I have a previous degree in Statistics, Computer Science, or alike?
4. Is R included in the program in parallel to Python?
R is not included in the program. Courses include projects only on Python and SAS Viya.
5. What if I am new to coding and Python?
3. What if I have a previous degree in Statistics, Computer Science, or alike?
4. Is R included in the program in parallel to Python?
A Python Bootcamp consisting of five sessions, each lasting two hours, is designed for total beginners before the start of the program. This boot camp will help participants acquire fundamental Python coding skills, making learning and applying the concepts introduced in the subsequent courses easier.
6. Is the SAS Viya Free to use during the program for all the participants?
6. Is the SAS Viya Free to use during the program for all the participants?
6. Is the SAS Viya Free to use during the program for all the participants?
SAS Viya will be available for FREE to all participants during the program.
8. What are the rules for obtaining the "Executive Diploma"?
6. Is the SAS Viya Free to use during the program for all the participants?
6. Is the SAS Viya Free to use during the program for all the participants?
To earn the Dual Diploma from LAU - ACE and SAS, participants must achieve a Final Grade of at least 60 out of 100. For additional information, please refer to the Grading Rules and Regulations document.
9. What is the duration of the complete program?
6. Is the SAS Viya Free to use during the program for all the participants?
9. What is the duration of the complete program?
The program spans over 10 months.
10. How is the program scheduled?
11. Should I pass all nine courses to get the Dual Diploma?
9. What is the duration of the complete program?
Courses are scheduled on Mondays, Tuesdays, and Wednesdays from 5:00 PM to 7:30 PM. There will be a 10-day break between each course and two additional 10-day breaks for the summer holiday. To request a detailed schedule, please send an email.
11. Should I pass all nine courses to get the Dual Diploma?
11. Should I pass all nine courses to get the Dual Diploma?
11. Should I pass all nine courses to get the Dual Diploma?
The program's grading system follows international standards. According to the Grading Rules and Regulations document, the lowest course grade will be excluded from the total of nine courses. Additionally, the grade for the final project must be at least 60 out of 100.
12. What are the rules of presence?
11. Should I pass all nine courses to get the Dual Diploma?
11. Should I pass all nine courses to get the Dual Diploma?
Since the diploma is addressed to already practicing professionals, some flexibility is allowed regarding attendance during the sessions. However, certain ethical limits must be respected.
13. Will all courses be delivered as Virtual Learning via Zoom?
13. Will all courses be delivered as Virtual Learning via Zoom?
13. Will all courses be delivered as Virtual Learning via Zoom?
The courses are delivered live on the LAU Webex portal. However, Python labs, quizzes, exams, and project presentations are conducted in person at the LAU premises in Beirut.
14. What if I travel a lot?
13. Will all courses be delivered as Virtual Learning via Zoom?
13. Will all courses be delivered as Virtual Learning via Zoom?
Traveling might only affect your presential labs and exams. If so, each case is discussed accordingly and a convenient solution is agreed upon without compromising the quality of the deliverables.
15. What if I live outside Lebanon?
13. Will all courses be delivered as Virtual Learning via Zoom?
16. How likely will I find a job after completion of the program?
Since all sessions are delivered on-live, assisting the complete program from abroad is not a constraint. However, labs and exams are discussed on a case-by-case basis.
16. How likely will I find a job after completion of the program?
17. Is there any code of Honor regarding the conduct of participants?
16. How likely will I find a job after completion of the program?
This comprehensive 350-hour program is intended to breed the “best” generation of Data Science and AI practitioners that most prestigious companies will seek in that field. Distinguished students will be highly recommended when asked.
17. Is there any code of Honor regarding the conduct of participants?
17. Is there any code of Honor regarding the conduct of participants?
17. Is there any code of Honor regarding the conduct of participants?
Participants are expected to adhere strictly to the guidelines for completing quizzes and projects independently, similar to the standards set by prestigious universities worldwide, such as MIT and Harvard. Any form of misconduct—such as copying from others, sharing results, or similar actions—will jeopardize the participant's ability to graduate and receive their diploma. Penalties may begin with written warnings and can escalate to complete exclusion from the program in case of a serious code of conduct violation, without any financial reimbursement.
18. What if I couldn’t finish the whole program?
17. Is there any code of Honor regarding the conduct of participants?
17. Is there any code of Honor regarding the conduct of participants?
If you cannot complete the program for any reason, you can join the next cohort, finalize the remaining courses, and obtain your Dual Diploma.
19. Is the diploma certified by the Ministry of Education?
19. Is the diploma certified by the Ministry of Education?
19. Is the diploma certified by the Ministry of Education?
Yes, it is. However, it does not allow you to pursue a Ph.D. since it is not an undergraduate Masters Degree.