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Postgraduate Program Enterprise Data Science & Analytics

EDSA

Postgraduate Program in Enterprise Data Science & Analytics

Developed in partnership with Microsoft, the Postgraduate Program in Enterprise Data Science & Analytics will present the methodologies and tools that will transform data into information, on which enterprises can base strategic information on entering new markets, launching new product or service lines, optimizing processes, transforming business models and, generally, competing in a market increasingly driven by data-driven decisions. This program aims to qualify professionals in data science and advanced analytics, as well as in the creation of predictive models and their practical application in enterprise environments.

The applications for this program are open between September 24th and October 31st, 2024. To apply, click here.

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Partner Entity

  • Microsoft
    Microsoft
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Curricular
Unit		 Program Annual Prize
Value
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  • Vagas

    Format

    After Working Hours

  • Media

    Length and ECTS

    2 semesters
    (60 ECTS)

  • Semestres

    Attendance

    2 to 3 times
    a week

  • Lingua

    Start Date

    February 2025

EDUNIVERSAL

Ranked among the best in the best program in Big Data Management in Portugal and the 3rd best in the World by Eduniversal, an international agency that publishes the annual ranking of the best MBA and Master programs in the world.

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Who is it for?

This program is aimed at professionals interested in deepening their knowledge in data science and advanced analytics, as well as in the creation of predictive models and their practical application in enterprise environments. It aims to tackle the shortage of highly qualified professionals in this field, with one of the highest growths in the current market of information systems.

Goals

The main goal of this program is to train technical staff to use Big Data and Machine Learning tools and methodologies in the:

  • Exploration and transformation of data;

  • Creation of data models and data visualization;

  • Application of statistical methods to data;

  • Application of data science methodologies;

  • Implementation and validation of Machine Learning models;

  • Application of data science techniques to common scenarios in enterprise environments.

Study plan

The study plan consists of 9 course units corresponding to 60 ECTS:

Mandatory Course Units

  • Analyzing and Visualizing Data
  • Analyzing Big Data
  • Big Data Foundations
  • Data Science and Machine Learning
  • Deep Learning Neural Networks
  • Enterprise Data Science Bootcamp
  • Managing Relational and Nom-Relational Data
  • Programming for Data Science
  • Statistics for Enterprise Data Analysis
Course Unit
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Academic calendar

Academic Year 2023-2024

7th  Edition - Fall Semester

Classes from September 9th to December 21st, 2024.

Exams

  • 1st trimester: from October 28th to November 2nd, 2024.
  • 1st period: from January 6th to February 1st, 2025.
  • 2nd period: from February 3rd to 15th, 2025.

Holiday period

  • Christmas: from December 23rd to January 4th, 2025.

Academic Year 2024-2025

8th  Edition - Spring Semester

Classes from February 17th to June 7th, 2025.

Exams

  • 3rd Trimester: from April 7th to 12th, 2025
  • 1st period: from June 9th to July 5th, 2025.
  • 2nd period: from July 7th to 19th, 2025.

Holiday period

  • Easter: from April 14th to 19th, 2025.
Fall Semester

The school calendar for this semester will be published soon.

Length and timetable

Length

The program lasts 2 semesters. The classes will start in February 2025, ending in December of the same year, and run after working hours (after 6:30 p.m.), 2 to 3 times a week.

Timetable

See timetable for the 2024-25 school year here.

Admissions and fees

The Admissions' Jury Panel of NOVA IMS is looking for excellent students who have the potential to become good technical staff and excellent managers. Qualities such as maturity, determination and motivation, both in the academic path as well in a professional career, are some of the attributes that the Jury Panel is looking for.

New application phase

From September 24th to October 31st, 2024.

Entry Requirements

To enter this program, applicants must meet the following requirements:

  • Hold a bachelor's degree in a compatible field (completed by January 2025);
  • Be proficient in English (spoken and written).

How to Apply and Selection Process

To apply, you need to access the NOVA IMS' Applications Portal and follow these steps:

  • Fill in the form available in the user area, namely:
    • Personal, academic and professional background;
  • Upload your Curriculum Vitae (this is the only mandatory document for the application). Although it is not necessary to attach any other documents, the applicant has the option of including other documents that they consider relevant to enrich their application, such as a certificate of completion of their Bachelor's and/or Master's degree. Please note that if you are admitted, you will need to submit your Bachelor's and/or Master's degree completion certificate, or a certificate of attendance if you have not yet completed your degree, within one month;
  • Choose the program;
  • Present the goals and motivation for applying to the program (limit 1,000 characters, including spaces);
  • Pay the application fee. After this last step, the applicant will receive an email confirming their submitted application.

The selection process is based on the analysis of academic and professional curriculum. The members of the Admissions’ Jury Panel may decide to hold an interview with all or some applicants - face-to-face or videoconference.

Application Fee

The fee of the application is €51. The application can only be considered after the payment of the application fee, within the stipulated period, non-refundable in case of withdrawal or non-admission in the program.

Tuition fee

The tuition fee of this postgraduate program is €5.100. There are special discount conditions and several payment methods available.

Tuition Fee Payment Dates

The tuition fee of this postgraduate program can be paid in full or in four installments:

  • Full payment: February 22nd to 28th, 2025.
  • Payment in four installments:
    • 1st February 22nd to 28th, 2025 (25% of tuition fee);
    • 2nd April 25th to 30th, 2025 (25% of tuition fee);
    • 3rd September 25th to 30th, 2025 (25% of tuition fee);
    • 4th November 25th to 30th, 2025 (25% of tuition fee).

Registration fee

After being admitted to the program and upon confirmation of enrollment, the applicant must make a payment of a pre-registration fee (around one week after the admission result announcement), deductible in this postgraduate program's tuition fee, non-refundable in case of withdrawal, with the following value:

  • €1.250 for applicants from EU and Portuguese-speaking countries;
  • €2.500 for applicants from other countries, unless their registration fee is provided by an official entity.

Upon registration, students should make the following payments:

  • €35 - for enrollment fee (the value is updated annually);
  • €1.40 - for annual school insurance (the value is updated annually).

Discounts

  • Financial discount: students who choose to pay the tuition fee in a single payment have a 2,5% discount on the payable amount;
  • NOVA IMS’ alumni who have completed a bachelor's, postgraduate, master's, or doctoral degree at NOVA IMS have a 20% discount on tuition fee, cumulative with the financial discount;
  • Companies that finance the program to at least 2 employees, in the same academic year, have a 10% discount on the tuition fee. This discount is not cumulative with other discounts;
  • Companies that finance the program to 3 or more employees, in the same academic year, have a 20% discount on the tuition fee. This discount is not cumulative with other discounts;
  • Participants from Microsoft have a 20% discount, not cumulative with other discounts.
  • Members of the Ordem dos Engenheiros – Região Sul, have 15% discount on tuition fees. This discount can be extended to members' spouses and descendants upon presentation of valid documentation. For more information, please contact admissions@novaims.unl.pt. This discount is not cumulative with other financial discounts.

Scholarships

The NOVA IMS programs, offer a unique learning experience, combining theory with the application of the best and most innovative teaching practices.

If you are interested in studying at NOVA IMS and want to explore scholarship and award opportunities, this page is your starting point to discover the options available in the different programs.

Know more about it here.

FAQ

Do you have a question? Explore the most frequently asked questions and find the answer here! If you still have unanswered questions, please contact us!

  • Applications

    When can I apply?

    It is only possible to submit the application during its applications phase. The date of the call for applications is available in the Admissions and Fees page of each program. However, you can fill the application form at any time, submitting it when the applications phase starts.

    How can I apply?

    The applications are submitted online, in NOVA IMS’ Applications Portal.

    To submit their application, the applicants must register in the Portal, fill the form, upload your Curriculum Vitae, choose the program and pay the application fee in the Portal. The application process is the same for all the applicants, national or international.

    Which documents are required?

    The only mandatory document during the application process is the Curriculum Vitae (in .doc or .pdf format). The applicant can upload other documents such as diploma or other certificate of their qualifications.

    How do I convert a file to .PDF?

    Here is a list of websites where you can convert files to the pdf format, as a reference:

    Is there an application fee?

    The application fee is €51 in the academic year 2024-2025. The payment of the application fee will be made during the application process in the Applications’ Portal, through bank transfer/ATM reference, MBWay, PayPal or Visa. The application will only be considered successfully submitted after the payment of the application fee, within the stipulated time. It’s non-refundable in case of withdrawal or non-admission in the program.

    Can I apply to more than one program?

    You can apply to a maximum of 2 programs per application phase, by paying the application fee for each program, that is, the application to 1 program equals the payment of 1 application fee, the application to 2 programs equals the payment of 2 application fees.

    I'm a bachelor's degree senior student. Can I apply?

    Yes. If you are a final year student and you graduate until January 2025, you can apply and you must deliver an authenticated copy of your degree certificate or diploma until the beginning of the academic year, until January 2025.

    In the application form, a Tax Identification Number is requested. What is Tax Identification Number? I don’t have one, what should I put in that blank field?

    In Portugal, the Tax Identification Number is required to identify a taxable entity or person, in tax declarations or financial transactions. If you don’t have a Tax ID Number or similar, please put “999999999” in that field of the application form.

    What should I write in the field: “Goals/motivation to apply to this program”?

    In this field, please mention:

    • In which way your background (academic and professional) fits the program;
    • What are your short-term professional goals;
    • What are your expectations with the attendance of this program.

  • Admission

    How does the selection process work?

    The selection process is based on the analysis of the academic and professional curriculum. The members of the Admissions’ Jury Panel may decide to hold an interview with all or some candidates – face-to-face or videoconference).

    In case I am contacted for an interview, can it be held at distance?

    Yes, the interview can be held at distance, preferably by Zoom.

    When will I know the result of the application?

    The result of the application will be known, through email, in the date to be announced in the confirmation of submitted application email and/or by the Admissions’ Jury/Programs Manager.

    I was admitted in the program. What’s the next step?

    In case of admission, the applicant must make the payment of the pre-registration fee (around 1 week after the result announcement), until its deadline, in NOVA IMS’ Applications Portal and upload the diploma or other certificate of his latest qualification (example: Bachelor’s degree, Master’s degree or PhD).

    Can I attend more than one program by academic year?

    Yes, you may attend two programs per school year, although it’s not recommended. Please pay attention to the fact that there may be overlap of the Mandatory Course Units of each program, as well as the overlap of the exams.

    I was admitted in two programs, but I only intend to attend one. What should I do?

    In case of admission to two programs, the candidate will have to choose, in the Application Portal, the program in which they intend to attend. After choosing the desired program and paying the pre-registration fee, you must select the option "Withdrawal" in the 2nd program in which you do not intend to attend. Thus, your vacancy is available to a candidate on the Waiting List.

    I'm on the Waiting List. Can I still be admitted?

    Since it is possible for candidates to apply for two programs per application phase, there will be cases where the same candidate has been admitted to both programs, but intends to join only one. In these cases and if the limit number of vacancies is not completed, the remaining vacancy will be assigned to a candidate on the Waiting List.

    I intend the invoice for the payment of the application / pre-registration fees.

    The Invoice-Receipt will be available in this Applications’ Portal up to 2 business days after the payment, in the tab "Billing/Treasury".

    I was admitted in the program, but I need visa. What should I do?

    NOVA IMS can issue a document that proves admission in the program, that will be sent to the student and the Embassy. The document will only be issued or provided after the payment of the pre-registration fee. Regardless of issuance the document, the student must contact the Portuguese Embassy or Consulate in their country to get more information.

  • Other Informations

    Is this program taught in Portuguese or English?

    In the e-learning format, most course units are taught in Portuguese. In the b-learning format, the classes will be taught in English and Portuguese (if the students attend course units of the e-learning format).

    Are there scholarships?

    NOVA IMS does not award scholarships. However, you can apply to Universidade Nova de Lisboa’ scholarships and financial support, provided by the university’s Social Welfare Services. You can learn more at https://sas.unl.pt/en/scholarships-2/scholarships_/ or contact them directly to bolsas@unl.pt. We don’t hold information about other scholarships.

    Is it possible to park on campus?

    The students can park their vehicles on campus, if they have the access card. There are several parking areas on campus and near to NOVA IMS. The request for access of vehicles to Campus de Campolide is made through registration or renewal of registration and subsequent payment. To do this, the interested parties should register in the system and select the type of access. Afterwards, they will receive all the data for the payment. It should be noted that the management of parking spaces is the exclusive responsibility of the NOVA’s Rectory. For more information, please visit the webpage https://www.unl.pt/en/nova/parking-campus

    Is there accommodation on campus?

    The Social Welfare Services of Universidade Nova has ties with three student residences (one of them in Campus de Campolide) for Portuguese scholarship student and international students. The capacity of accommodation at school residences is limited. We can’t, in any way, guarantee you a room and we can only put your name on a waiting list, only after confirmation of admission. You will find more information about the residences at https://sas.unl.pt/en/accommodation/.
    In case you are admitted to the program and want accommodation in one of the University’s residences, please contact adnovaims@novaims.unl.pt.

    Can you help me look for accommodation websites?

    Here’s a list of websites, just for reference:


    Does the University offer a Portuguese course for international students?

    Yes, there is a Course of Portuguese as Foreign Language. This course is available in 4 types of classes:

    1. Individual lessons (the student arranges the schedule with the teacher according to their availability);
    2. Semester Group lessons (56 study classes + 8 hours for other activities);
    3. 30 hours intensive course(2 weeks);
    4. Online summer course (month of July).

    If you have any questions about this course, please contact: cursoportugues@fcsh.unl.pt.

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When I decided to deepen my knowledge in the area of Data Science and Analytics, I looked for a nationally and internationally recognized institution with experienced lecturers. It was in this search that I found NOVA IMS, which corresponded exactly to what I was looking for. I can say with certainty that the course is not only recognized, but also acts as an incentive and investment in its students. The postgraduate course in Enterprise Data Science and Analytics has provided me with unique and extremely useful tools for my professional career, I can have a 360º view of the data cycle, and have good discussions with the various stakeholders (data engineers, data analysts and even directors). The combination of theoretical topics with practical applications is an excellent component of the course and a way of showing us our future in this field and preparing us to face the challenges we may face.
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This postgraduate program was the perfect match allowing me to enhance my business, analytical and programming skills to broader challenges in an ever-evolving digital enterprise environment.
It offers a solid theoretical and hands-on experience covering Python, R and SQL programming languages, Data Science and Machine Learning, and leveraging Big Data & Cloud analytics to solve real enterprise challenges.
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The Postgraduate Program in Enterprise Data Science & Analytics brings structure and versatility to the knowledge of those who, like me, have been self-taught in the world of Data Science, presenting a huge range of tools, technologies and methodologies in a relatively short time.
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In a rapidly developing area, the Postgraduate Program in Enterprise Data Science & Analytics allowed me to update knowledge and explore new topics. With a well-structured study plan and a competent faculty, I conclude this postgraduate program by overcoming its goal, with new skills to face the challenges of the future.
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The Postgraduate Program in Enterprise Data Science & Analytics balances the most innovative technologies with a strong business vision, mainly in terms of management and solution deployment that fulfil the companies’ needs.
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The Postgraduate Program in Enterprise Data Science & Analytics allows to stay up to date with the latest advances in this field. It has a very practical approach which provides the ability to systematically explore digital data assets to leverage the business value creation throughout the organization.
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One of the biggest advantages of the Postgraduate Program in Enterprise Data Science & Anaytics is that the study plan prepares any student, from any background, to learn Data Science.
The demanding and practical side of the assignments provides students the tools necessary to continue learning and furthering independently after the program.