Bachelor of Information Technology (Honours) (Data Analytics)

Program Overview

What is the aim of the Bachelor of Information Technology (Honours) (Data Analytics)?

The program Bachelor of Information Technology (Honours) (Data Analytics) will produce professionals who can be able to:

• Produce knowledgeable and be technically competent in the field of information Technology in line with industry requirement locally and globally.
• Perform well as a team player, demonstrate good leadership qualities in an organization, and be effective in communication.
• Solve problems related to the field of IT creatively, innovatively, ethically, using numerical and technical skills, and through sustainable approach to solve Data Analytics related problems.
• Demonstrate entrepreneurship skills and recognize the need of lifelong learning, as well using a broad range of information, media, and technology applications for successful career advancement.

What is the duration of the BIT DA?

Full Time: 3 Years

What are the intakes for this program?

Intakes: March, July, November

What specializations are available?

The Bachelor of Information Technology (Honours) in Data Analytics program at Lincoln University College offers several specializations, including:

• Big Data Analytics
• Business Analytics
• Data Science
• Cybersecurity

What practical experience is included in the BIT DA?

The Bachelor of Information Technology (Honours) in Data Analytics program includes practical experience through hands-on projects, industry internships, and collaborative assignments. These components allow students to apply theoretical knowledge in real-world settings, enhancing their skills in data analysis and problem-solving.

Do you have Alumni?

Yes, we do have.

https://alumni.lincoln.edu.my/

Deferment / Withdrawal

What happens if I change my mind after enrolling and wanted to withdraw?

Refund policies vary; it’s best to check with the admissions or finance department.

https://www.lincoln.edu.my/refund-policy/

May I differ a semester?

Yes, you can defer a semester at Lincoln University College (LUC), but you must follow the university’s deferral process:

1. Submit a Formal Request: You need to submit a deferral request to the university, stating the reasons for deferring.
2. Approval Required: The deferral must be approved by the university administration, and valid reasons such as medical issues, financial difficulties, or personal circumstances may be required.
3. Duration: The deferral is usually granted for one semester but can vary based on your situation and university policies.
4. Impact on Visa: For international students, deferring a semester may impact your student visa, so you must check with the Visa and Immigration Office.

Ensure you communicate early with the Student Affairs Office or your academic advisor for guidance on the deferral process.

How many semesters can I differ in a raw or during the entire programme?

At Lincoln University College (LUC), you are allowed to defer up to two consecutive semesters in a row, but this may vary depending on your circumstances and program requirements. However, no more than two or three semesters deferment throughout the duration of the program will be allowed.

Extended deferrals may require additional justification and approval from the university administration.

It’s crucial to check with the Student Affairs Office about the impact of deferment on your study progress and visa (if applicable).

Career Prospects

What career opportunities are available after graduation?

Bachelor of Information Technology (Honours) (Data Analytics) qualifies the students for employment in a variety of big data, statistical, and predictive reporting-related fields in the information technology sector such as:

• Big data system architect
• Business intelligence manager/specialist/architecture/consultant
• Chief data scientist
• Chief knowledge analyst
• Chief social media scientist
• Credit scorecard specialist
• Customer segmentation specialists

Does the program prepare students for licensure?

The Bachelor of Information Technology (Honours) in Data Analytics program does not specifically prepare students for licensure. However, it equips them with relevant skills and knowledge applicable in various professional contexts, which may support certification opportunities in data analytics and related fields.

Are there leadership roles available for graduates?

Yes, graduates of the Bachelor of Information Technology (Honours) in Data Analytics program can pursue leadership roles within various organizations. Here are some potential career paths and leadership opportunities available to graduates:

1. Data Analytics Manager: Graduates can take on managerial roles where they lead teams of data analysts, guiding them in data-driven decision-making and project execution.
2. Business Intelligence Analyst/Manager: In this role, graduates can oversee business intelligence initiatives, helping organizations interpret complex data to inform strategic decisions.
3. Project Manager: Graduates can manage analytics projects, ensuring they align with business goals, are delivered on time, and meet quality standards.
4. Chief Data Officer (CDO): With experience and further qualifications, graduates can aspire to executive roles such as CDO, where they oversee data governance, management, and strategy for an organization.
5. Consulting Roles: Many data analytics graduates move into consulting, providing expert advice on data strategy, analytics implementation, and business transformation to organizations.
6. Entrepreneurial Opportunities: Graduates may also choose to start their own data analytics firms, offering services in data analysis, predictive modeling, and data visualization to various clients.

Are there career support services after graduation?

Yes, LUC provides career support services for graduates, including:

1. Job Placement Help: Assisting with finding teaching jobs and other roles.
2. Career Counselling: Offering guidance on career options, resume writing, and interviews.
3. Workshops: Hosting sessions on job market trends and professional development.
4. Alumni Network: Connecting graduates with a network for job opportunities and mentorship

Entry Requirements

What are the eligibility criteria for admission to the program?

Entry Requirements :

2. A pass in STPM with a minimum Grade of C (GP 2.00) in any TWO (2) subjects; OR
3. A pass in STAM with a minimum Grade of Jayyid in any TWO (2) subjects; OR

iii. A pass in Matriculation or Foundation studies with a minimum CGPA of 2.00; OR

2. Diploma (Level 4, MQF) in Non-Computing with a minimum CGPA of 2.75. Candidates with a CGPA below 2.75 but more than 2.50 can be admitted subject to a thorough rigorous assessment;

AND a credit in:

• Mathematics at SPM level or its equivalent; OR
• Candidates with a pass in Mathematics at SPM level need to take and pass the reinforcement Mathematics subject that equivalent to the SPM level. The reinforcement Mathematics subject must be offered in first semester or before enrolment with unconditional offer.

OR

2. Diploma in Computing fields (Level 4, MQF) or equivalent with a minimum CGPA of 2.50. Candidates with a CGPA below 2.50 but more than 2.00 may be admitted subject to a thorough rigorous assessment; OR
3. Diploma Kemahiran Malaysia (DKM) / Diploma Vokasional Malaysia (DVM) in Computing fields with a minimum CGPA of 2.50 subjected to HEP Senate / Academic Board’s approval; OR

vii. Diploma Lanjutan Kemahiran Malaysia (DLKM) in Computing fields with a minimum CGPA of 2.50 subjected to HEP Senate / Academic Board’s approval; OR

vii. Other relevant and equivalent qualifications recognised by the Malaysian Government.

(Candidates can be admitted if their admission qualification contains Mathematics subject (s) equivalent to Mathematics at the SPM level. If it is not equivalent, the reinforcement Mathematics subject equivalent to the SPM level must be offered in first semester or before enrolment with unconditional offer).

Notes:

• Students are required to pass the reinforcement Mathematics before being allowed to take related core courses. The candidate can sit for any subjects that did not indicate Mathematics as a prerequisite.

• Reinforcement Mathematics can contribute to the overall graduating credit.

• Students from Matriculation / Foundation or its equivalent can be exempted from taking reinforcement Mathematics, provided that the Mathematics offered at that programme level is equivalent / more than the Mathematics offered at an SPM level.

Entry Requirements :

Achieve a minimum of Band 3.5 in MUET or equivalent to CEFR (High B1).

If a student does not meet this requirement, the HEP must offer English proficiency courses to ensure that the student’s proficiency is sufficient to meet the needs of the programme.

Can I apply with equivalent qualifications from another country?

Yes, qualifications recognized as equivalent by the Malaysian government are accepted.

Is a diploma accepted for entry?

1. Diploma (Level 4, MQF) in Non-Computing:
   • Must have a minimum CGPA of 2.75. Candidates with a CGPA below 2.75 but above 2.50 may be admitted subject to a thorough assessment.
2. Diploma in Computing Fields (Level 4, MQF):
   • Must have a minimum CGPA of 2.50. Candidates with a CGPA below 2.50 but above 2.00 may be admitted subject to a thorough assessment.
3. Diploma Kemahiran Malaysia (DKM) / Diploma Vokasional Malaysia (DVM) in Computing Fields:
   • Must have a minimum CGPA of 2.50, subject to approval from the Higher Education Provider (HEP) Senate or Academic Board.
4. Diploma Lanjutan Kemahiran Malaysia (DLKM) in Computing Fields:
   • Must have a minimum CGPA of 2.50, also subject to HEP Senate or Academic Board’s approval.
5. Other Relevant Qualifications:
   • Other relevant and equivalent qualifications recognized by the Malaysian Government are also accepted.

Important Notes

• Mathematics Requirement: Candidates must also fulfill the mathematics requirements, such as having a credit in Mathematics at the SPM level or its equivalent.
• Reinforcement Mathematics: If necessary, candidates might need to take a reinforcement Mathematics course.

Can I do credit transfer?

Yes, credit transfer is generally possible for the Bachelor of Information Technology (Honours) (Data Analytics) (Internet Technology and Cloud Computing)  program at Lincoln University College. Students with relevant prior qualifications or coursework may be eligible to transfer credits, subject to the university’s policies and the approval of the program coordinator.

How many credits can I transfer?

You may transfer up to 30% of the credits, depending on how closely your diploma courses align with the Bachelor of Information Technology (Honours) (Data Analytics) (Internet Technology and Cloud Computing)  subjects.

What are the documents needed for doing this credit transfer?

The documents typically required for a credit transfer application include:

1. Official Academic Transcripts
2. Course Syllabi/Descriptions
3. Diploma Certificate
4. Identification Documents (A valid ID or passport to verify your identity).

How do I apply for a credit transfer?

Before Arrival/ Before Registration:

– Submit your application through the Lincoln University College (LUC) website.

– Upload necessary documents, including your transcript, course outlines, and official certificate.

After Arrival:

– Once registered, apply for credit transfer through the Lincoln Learning System (My LLS).

Follow-Up:

– Contact the relevant faculty to check the status of your application.

What is the English language eligibility criteria?

The English language eligibility requirement for the Bachelor of Information Technology (Honours) (Data Analytics) program in LUC includes one of the following:

1. Malaysian Students:
   • A pass in Sijil Pelajaran Malaysia (SPM) with at least a Credit in English. OR
   • A minimum Band 4 in the Malaysian University English Test (MUET).
2. International Students:
   • A minimum score of 550 in TOEFL (Test of English as a Foreign Language). OR
   • A minimum score of 6.0 in IELTS (International English Language Testing System) OR

An equivalent qualification accepted by the university.

 Can I study part-time?

No

If I don’t have the required academic qualifications but have experience in the relevant field, am I eligible?

Yes, you are eligible through the APEL (Accreditation of Prior Experiential Learning) pathway, which has been approved by the Malaysian Qualifications Agency (MQA) for Lincoln University College. Your relevant work experience can be assessed and recognized for entry into a bachelor’s program.

How does this APEL works?

You have to take APEL assessment, and we will check your working experience if it fits the entry qualification you can join.

Teaching /Learning /Assessment

What subjects are covered in the program?

The Bachelor of Information Technology (Honours) in Data Analytics program covers various subjects, including data analytics, statistical analysis, programming, database management, and machine learning. Additionally, it includes topics related to big data technologies and ethical considerations in data handling.

What skills will graduates develop?

Graduates of the Bachelor of Information Technology (Honours) in Data Analytics program will develop various skills, including data analysis, statistical reasoning, programming proficiency, database management, and machine learning techniques. They will also gain expertise in big data technologies and ethical data handling practices, preparing them for diverse roles in the tech industry.

What technology-related subjects are taught?

The program includes technology-related subjects such as data analytics, programming, database management, machine learning, and big data technologies. These subjects are designed to equip students with the necessary technical skills to succeed in the data analytics field

How are students assessed?

Students in the Bachelor of Information Technology (Honours) (Data Analytics) (Internet Technology and Cloud Computing) program are assessed through a combination of coursework, assignments, projects, and examinations. This multi-faceted approach evaluates both theoretical understanding and practical skills.

What is the Practical structure like?

The Bachelor of Information Technology (Honours) in Data Analytics program at Lincoln University College typically includes a practical component designed to enhance students’ hands-on experience with data analytics tools and techniques. This practical structure may involve:

1. Laboratory Sessions: Students work in computer labs using software tools for data analysis and visualization.
2. Project Work: Collaborative projects that simulate real-world data analytics scenarios, allowing students to apply theoretical knowledge.
3. Case Studies: Analysis of real datasets to solve specific problems, fostering critical thinking and problem-solving skills.

How do I prepare for the Practical?

To effectively prepare for practical sessions in this program, consider the following tips:

• Familiarize with Tools: Gain a basic understanding of analytical tools such as R, Python, or SQL prior to starting the practicals. Online resources and tutorials can be very helpful.
• Review Course Material: Regularly go over the theoretical aspects covered in lectures to better understand how they apply to practical scenarios.
• Engage with Peers: Collaborating with classmates during study sessions can enhance your understanding and provide different perspectives on problem-solving.

Can I choose where to do my Industrial Training?

Yes, Regarding industrial training, students typically have the option to choose where to do their training, provided that the organization meets the program’s requirements. Here are some considerations:

Approved Organizations: Ensure that the company or institution you choose is recognized by the university for industrial training.

Relevant Experience: Aim for an organization that aligns with your career goals in data analytics, as this will enhance your learning and future employability.

Consult Academic Advisors: Discuss potential organizations with academic advisors or program coordinators to ensure they fit within the program framework.

Are there community service components?

Yes, the program includes Community Service as part of the curriculum.

How can I volunteer for community services?

Lincoln encourages participation in community service programs organized by the student affairs office or academic departments.

Is there a focus on contemporary education issues?

Yes, courses like Philosophy and Current Issues Course International Student address current challenges.

Can I teach globally with the BIT DA certification?

Yes, but additional qualifications may be required depending on the country’s regulations.

When can I start the course, and when do I receive the materials?

The course starts in March, July, November, and materials are provided at the start of the academic term.

Attendance

Why is regular attendance important for this course?

Regular attendance ensures you stay engaged with the course material, participate in discussions, and better understand the subject. It also helps you keep up with assignments, group work, and any changes in deadlines or course requirements.

Will my attendance impact my final grade?

Yes, attendance is often factored into participation marks. Missing too many classes can also affect your understanding of key concepts, leading to lower performance on exams and assignments, which could ultimately impact your final grade.