Course guide - Malaysia
A model is only useful when the data, assumptions and explanation stand up. Compare UMPSA’s Data Analytics degree through its learning chain, campus-to-industry routes and the official fee versions an international applicant needs reconciled.
Bachelor of Applied Science in Data Analytics with Honours is the exact award, MQA/FA12425. UMPSA’s international admissions page places it at Gambang Campus under the Centre for Mathematical Sciences, with seven semesters over three and a half years. The Malaysian Qualifications Register records 120 credits, MQF Level 6, Full Time study and Conventional delivery.
MQR gives accreditation from 23 September 2022, with no end date displayed. Its current full-time table records six 17-week long semesters and one 24-week Industrial Training semester within the three-and-a-half-year duration. A separate history row records the industry structure as five semesters plus WBL and industrial training. Do not add training again to the published duration or treat the two routes as identical.
COURSEWORK ROUTE
The admissions and centre pages describe completing courses in Semesters 1–6, then Industrial Training in Semester 7. MQR’s training table specifies 24 weeks.
INDUSTRY 2u2i ROUTE
The pages describe Work-Based Learning through block release in Semesters 6 and 7. The MQR history distinguishes 17 weeks WBL and 24 weeks industrial training. Confirm the approved route and calendar for your offer.
The centre’s industrial-partnership section names organisations, but also describes potential partners and companies approached. That wording does not establish a placement reserved for you, a paid role, a preferred employer or permission to work independently of Student Pass rules. Request allocation, supervision, assessment, travel, insurance and fallback arrangements before choosing the industry route.
Programming Technique, Database System, Data Wrangling and Data Warehousing appear in the linked programme-structure image.
Ask how missing values, inconsistent records and data access are assessed before a model is built.
Applied Statistics, Mathematical Statistics, Statistical Modelling and Simulation, Machine Learning and Data Mining are named.
Ask how assumptions, uncertainty and validation are explained, not only which algorithm produces a score.
Storytelling and Data Visualisation appears beside mathematical and programming foundations.
Ask for a sample task that connects a chart to a decision and states what the data cannot establish.
Data Science Project I and II, research methods and industrial learning connect study with applied work.
Ask about individual contribution, ethical review, confidential datasets and what can be shown in a portfolio.
This is our learning map from named subjects, not an official specialisation or promised assessment brief. The linked structure is marked updated 1 January 2024. It labels Semester 7 under “Year 4” while the programme duration remains 3½ years; that panel label is not an extra year to add to the course. Have the current curriculum for your cohort confirmed.
The international course page names R, Python, Tableau, RapidMiner and Knime as data-management and analytics tools. It also describes mathematical, programming, data-preparation, statistical-modelling, machine-learning, analytical, managerial and research/practical skills. The mix is broader than a single coding language or dashboard product.
Named tools do not prove a vendor certification, permanent paid licence, included laptop or unlimited cloud-computing budget. Ask which current versions students use, how much practical work is individual, which licences are supplied and whether work can be completed off campus.
Career directions on the official pages include data analyst, statistician, programmer, data scientist and business/marketing analyst. These are possible directions, not a placement rate, salary estimate or guarantee that a new graduate meets every employer’s specialist requirements.
Those are UMPSA’s international-course requirements and the current open-intake entry image, not a universal overall Indian-board cutoff. The diploma wording on the international page additionally describes a recognised diploma of at least three years and minimum age 17 at registration. Have admissions assess your actual board, subjects, marks and diploma, if applicable.
The centre’s domestic routes use different STPM, foundation and diploma conditions, including Additional Mathematics alternatives and MUET Band 2. Do not splice that domestic table into an international offer. No automatic credit-transfer amount or shortened degree is established here.
The international page also publishes practical-work health and colour-vision conditions. Applicants with a relevant access need should request an individual assessment and written accommodation guidance before deciding they are eligible or excluded; this guide cannot determine that decision.
The international admissions page and open-intake entry image give these thresholds. They also describe exemptions for students from countries where English is the official language, or qualifications from institutions where English was the full medium of instruction. This is a published route to ask about, not a blanket waiver for every Indian applicant or English-medium letter.
Applicants below the listed scores are directed to the Preparatory Intensive English programme and must achieve MUET Band 3 before starting the diploma or degree. Confirm accepted tests, evidence validity, exemption documents, preparation cost and the sequence on your written offer. Do not borrow postgraduate English rules for this undergraduate course.
BURSAR STANDARD PROGRAMME ESTIMATE
RM77,465≈ ₹1,790,100
Exact Bachelor of Applied Science in Data Analytics with Honours row, international undergraduate schedule, 2025/2026 intake onwards. Before approved discounts, not a final invoice.
The bursar schedule’s broad non-engineering category says RM77,795 (approximately ₹1,797,726), but its exact Data Analytics row says RM77,465 (approximately ₹1,790,100). We use the named row as the course-specific planning figure and preserve the difference rather than silently copying the generic category.
Other official pages also differ: the current open-intake BSD international card shows RM77,355 (approximately ₹1,787,558) for February 2027, while the older-looking mathematical-sciences centre page retains RM45,885 (approximately ₹1,060,334). The centre figure is an older retained page figure, not a current fee quote. These are official-source versions to reconcile, not prices to choose between. Get one dated quotation naming the intake, campus, mode, credits and included charges before relying on a payable total.
The bursar says estimates cover the normal/minimum study duration and may vary with registered credit hours. It lists an entrance fee of RM1,155 (approximately ₹26,690) for Semester 1 and miscellaneous fees of RM330 (approximately ₹7,626) each semester, with variation possible during WBL or training. These are charging rules, not automatic extras to add again to the published programme estimate.
Accommodation/hostel and visa processing are excluded. A separate refundable Personal Bond of RM1,500 (approximately ₹34,663) is charged before registration and may be returned in full or part subject to claims. Tuition discounts apply under approved terms at Pekan and Gambang, not Kuala Lumpur; only the offer establishes your discount and final payable fees.
INR comparisons use Wise’s 10 November 2026 table, MYR1 = INR23.1085, rounded to the nearest rupee. They are dated planning comparisons, not a bank/remittance quote. No scholarship, salary, allowance or unconfirmed discount is deducted. Ask separately about living costs, insurance, medical checks, English preparation, devices, software and training travel.
The current open-intake BSD international card advertises February 2027 and a Pahang campus. The dedicated international admissions page specifies Gambang. The general international admissions table lists February intake with a December closing month, and September with July, but does not fix a day or confirm places for an individual applicant.
The centre page’s September-only UPUonline statement is a different admission channel. Do not use it to overwrite the international February card. Request the exact start date, international deadline, route availability and Student Pass lead time before arranging travel.
The hero is an illustrative analyst/chart image from UMPSA’s BSD international card. It is not a photograph of an identified UMPSA student, a trading laboratory or evidence of investment training. Data Analytics should be judged by its mathematics, statistics, computing and applied work, not by the financial chart in a promotional image.
MQR records Full Time, Conventional delivery and 120 credits. The international course page names Gambang. Coursework and Industry 2u2i are different learning arrangements within the full-time undergraduate programme; confirm which your offer admits you to.
Not for the structure described here. The course is 3½ years. The pages describe five university semesters followed by WBL/training in Semesters 6 and 7. Get the current calendar rather than interpreting the route name literally.
The bursar exact course row, general category, open-intake card and centre page differ. The course-specific bursar estimate is a planning reference, not an agreed invoice. Ask for a written reconciliation and itemised offer.
No paid, named-host or universal placement guarantee is established. Ask about allocation, eligibility, supervision, costs, assessment and alternatives if a placement is unavailable.
The international page publishes a full-medium-of-instruction exemption route. Admissions must accept your actual evidence for the course and intake; nationality or an informal English-medium claim is not automatic approval.
No such claim is made. The official content covers mathematics, programming, data preparation, statistics, machine learning, research and applied work. The promotional financial-chart image does not define the curriculum.
“The entire admission process was handled in a clear and organized manner, which made everything feel much less overwhelming.”
Fathima Meharin
MBA in Business Analytics · APU Malaysia
“They supported me from the beginning and made sure I understood each step clearly. … Their support made the whole admission process smooth and much less stressful.”
Hamda Noushad
Heriot-Watt University Malaysia
Student experiences as published on Emir Overseas' website, each displayed with five stars. Quotes reproduced exactly as published; the ellipsis is retained. These are not testimonials about the institution on this page.
Checked 11 November 2026. Programme pages, fee schedules and general application instructions can differ. The scope of each source is stated below; written intake-specific confirmation takes priority over an estimate.
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