Master of Science Data Science and Network Intelligence (DANI)
Engineering degree - Master’s level
Offered exclusively in English, the Master of Science Data Science Network Intelligence (DANI) is designed for creative problem-solvers who want to harness data and artificial intelligence to shape the future of the digital society. The programme addresses the latest advances in AI, data science, and smart networks, while responding to the rapidly growing demand for highly skilled professionals in these fields. It equips students with advanced technical competencies, up-to-date knowledge, and a strong understanding of emerging AI technologies, preparing them to become the next generation of AI and data science professionals across a wide range of application sectors.
Objectives
DANI aims to cultivate a new generation of quantitative and technology-driven thought leaders who can combine computational methods, data-driven reasoning, and innovative thinking to generate new insights and develop impactful solutions. Télécom SudParis, a member of Institut Polytechnique de Paris in France, together with five partner universities across the globe, offers a distinctive Master’s-level curriculum that brings together complementary expertise in Data Science, Artificial Intelligence, and Network Intelligence.
Career Perspectives
The demand for professionals who can interpret large quantities of data with a deep understanding of telcos and webcos has never been greater, and these skills are vital for scientific advancement and business success. Graduates could take up roles such as Data Analyst, Data Engineer, Data Scientist, Consultant, Network Engineer, … in industries such as telecommunications but also finance, e-commerce, education, healthcare, media and many more. Given the program's solid foundations, students-acquire both an in-depth theoretical background and practical knowledge.
Partnerships
Students can attend the ICIN international conference (when held in France). In addition, World-renowned experts from Orange Labs, Total Energies and CISCO are invited to give lectures during the year. Courses are taught jointly with MSc students from University Carlos III, Madrid (Spain), Asian Institute of Technology (International University), National Yang Ming Chiao Tung University (Taiwan) and Universidad Carlos III de Madrid (Spain), University Polytechnique of Bucarest (Romania), University of Calabria (Italy), Hanoi University of Science and Technology (Vietnam).
Target students
Students holding a 4-year Bachelor or a Master 1 degree or equivalent academic level (minimum 240 ECTS) can enroll directly in the Master 2, follow the 2 semesters program.
All applications are considered on a competitive and rolling basis. Early online application is strongly recommended
Program
Level: Master 2
Language of instruction: English
Location: Telecom SudParis, Evry
Cost: 5000 euros (see more on Tuition Fees)
Coordinator: Professor Noel Crespi, Telecom SudParis
The curriculum for this program is as follow:
M2 program semesters 1 and 2 are held at Telecom SudParis. Semester 1 provides specialized coursework. During semester 2 students either write a Master of Science thesis or conduct a paid internship in industry.
M2 program
Semester 1 :
- Data visualisation
- Data Science and AI – theory to practice
- Deep Learning, Transfer Learning - application to NLP and Image Recognition
- Large Language Models: Foundations, Fine-Tuning and Prompt Tuning
- Blockchain, Smart contracts, Bitcoin and off-chain payments
- Network Intelligence and Communication Services
- Internet of Things and Digital Twin
- Service-oriented Computing
- Wireless Access Networks
- Optimisation: Theory and applications
- Business Modelling and ICT (in cooperation with IMTBS)
Semester 2 :
Master Thesis in a research laboratory or paid internship in industry. Student who choose Master thesis are encourage to publish their results in top venues (ex. EMNLP, ACL)
Admission requirement
Online application form. No application fee.
Official transcripts, degree certificate and/or completion certificate for Bachelor degree and Master’s degree (if applicable). Minimum GPA varies depending on the program.
- CV/Resume
- State of purpose
- Copy of passport
- Proof of English proficiency
- Recommendation letter(s)
Direct admission to the M2 program: Students holding a M1 or a Bachelor with at least 4 years (240 ECTS) may apply directly to the M2 program.
English proficiency requirement
For programs requiring English language proficiency, the minimum level is required for admission: CEFRL : B2 level
For partner students, an official language proficiency certificate from the home institution is accepted.
One of the following test scores is required for admission:
| TOEIC | 750 / 990 |
| IELTS | 5.5 |
| TOEFL IBT | 72 / 120 |
| Cambridge | FCE |
| PTE Pearson | 56 / 90 |
Students who have completed a higher education degree (Bachelor, Master, PhD) taught in English from an accredited institution may be exempt from the English proficiency test score requirement.
Students say...
« One of the most valuable parts of DANI for me was the active learning environment. We had to ask questions, explain our ideas, present our work, and discuss with others regularly. It was sometimes challenging, but I think it helped me grow a lot. I also feel that this experience has helped me during my internship, especially when I need to communicate technical ideas, ask questions, and discuss solutions with colleagues ».
« Overall, I had a very positive experience during the DANI year. I appreciated the practical courses, the variety of topics covered, and the opportunity to work and extend the project into paper. »
« This dual-degree program gives students a great chance to grow in both academic study and practical industry experience. Students can keep up with the latest developments and find good research topics if they are interested. Make the most of this opportunity, and you can achieve even more in your future. »
« I loved the diversity of courses that were offered and how the professors were always available for us for guidance, deeper explanations and/or general advice. »
« This dual-degree program provides a great opportunity to expand student’s view in both academic knowledge and industrially practical experience. You can be here to follow the latest trend for having a good research topic; You can also implement what you learn at the school into a product if you have a cooperation with the company. Seize the right chance, you can fly higher. »
« This Dual Degree Program in TSP was a good experience for me. The most important thing I learnt was to conduct a research efficiently. I got to work alongside Dr. Roberto Minerva, who was my supervisor for my thesis. This opportunity helped me learn how to present my ideas, analyze other’s research critically. I also got an opportunity to attend the ICIN conference which helped me understand the current developments and researches going on in my field. In addition, I got to build strong contacts with the industry personnel which helped me take a step forward towards my career. »
« It was a great experience and an opportunity to understand the approach towards Research and Development from an academic and industry standpoint of view. The degree was properly structured which has helped me to build the necessary skill sets step by step. Knowledge from lecturers who are coming with the industrial background was a great advantage for me to see the big picture of how everything I learn here is connected. The opportunity to participate in the ICIN conference enabled me to know about the latest ongoing technological researches in the world. I highly appreciate the freedom to choose an internship or research topic that interests you. »
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