Programmes GRADUATE - Cattolica International
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GRADUATE programmes MSc AND SPECIALISING MASTERS AY 2022/2023 MILAN | BRESCIA | PIACENZA | CREMONA | ROME
Table of contents 04 06 08 61 62 64 Università Cattolica Location highlights Facts and figures Student services Settling in Career advising del Sacro Cuore 10 14 15 65 66 70 Education abroad and Notable alumni Italian higher Comitato università - Admission Application experiential learning education system mondo del lavoro information procedures 18 56 58 English-taught Italian-taught Italian-taught programmes programmes Specialising Masters Image Disclaimer: Most images inserted in this publication were taken before the global COVID-19 Emergency.
Università Cattolica del Sacro Cuore "everything possible in person, everything necessary from remote" Envisioning life after COVID-19 on-campus is the desire to see our University come alive again, to welcome smiling faces in lecture halls and our corridors, to wish you a smooth start to a new academic year. In 2020 institutions across the globe, including Università Cattolica del Sacro Cuore, were compelled to remodel the educational environment. In a short time, COVID-19 radically changed the way students received their education and together with their professors they were forced to adapt to alternative learning methods. Despite the challenges, Università Cattolica’s response from our community was very positive and different learning methods paved the way for extensive study and new work opportunities. And we value this. However, we foresee a return to campus in person, in full compliance with COVID-19 preventive and safety measures. Your safety comes first. We are optimistic about getting closer to university life, fostered by sharing ideas and experiences. We are excited to see the rush of students on their way to class or eagerly waving at friends passing by on campus. With passion and perseverance, Università Cattolica is putting in an endless effort every day to inspire all its members into creating a safe, responsible and educational haven for welcoming our students on-campus. your safety We look forward to meeting you. 4 comes first 5
Location highlights Piacenza campus boasts on-campus 1 2 Agribusiness laboratories including at the heart of europe 3 4 the most recent, SensoryLab, a sensory analysis laboratory, useful for students to learn the main sensory evaluation techniques applied to different food products from coffee to wine, oil and chocolate. The idea is to taste food, not only with the taste buds but to involve all the senses, from sight to smell, from 5 hearing to touch. 3 - PIACENZA campus ρ Piacenza is located less than 1-hour train ride away from Milan ρ A key position in the Northern Italian food valley where approximately 53,000 agricultural businesses are based ρ €113 billion contributions to the agri-food sector In Cremona, Università Cattolica has recently moved and is now housed in the new campus Milan is the campus that offers the highest number in the former Monastery of Santa Monica. of English-taught programmes. Students may choose The new campus is set to design the future from a range of undergraduate and graduate for the younger generations, highlighting the degrees or Specialising Master programmes across importance of learning, and making most of the eight Schools. Most graduate programmes offer territorial resources. students the opportunity to undertake an internship 1 - Milan campus or a field project as part of their curriculum. ρ Cremona has a picturesque historic centre with most sights clustered around the main square, Piazza del Comune ρ Milan is the economic capital of Italy with over 3,000 active companies present, ρ A must for music lovers. The city was home to many ranging from Small and medium-sized enterprises (SMEs) to multinationals luthiers, makers of stringed instruments ρ The World capital of fashion and design brands, host of many annual international ρ The Teatro Ponchielli (where Mozart once performed) has events one of the largest stages in Italy and is still popular for ρ Centrally located campus facilitates access to internships across the city international performances ρ Conveniently positioned, transport hub with three airports, high-speed trains, and a 2-hour drive from the Alps and the Ligurian coast 4 - cremona campus ρ Brescia has a long history, which embraces Roman, Medieval and Renaissance periods Università Cattolica, Rome campus is affiliated with the Policlinico Universitario Agostino Gemelli hospital which opened in 1964. It ρ The city has a very active social and economic fabric is ranked the best hospital in Italy and in the top 50 worldwide based on the World’s Best Hospital 2021 Ranking by Newsweek. A new Università Cattolica sustainable campus ρ Rich in cultural and leisure opportunities, it is a thriving tourist has been developed. Classes will begin in attraction, thanks to its proximity to renowned lakes Garda and Iseo the 2021/2022 academic year. The building is designed with a 70-kilowatt solar power system. The campus will house over 2,000 2 - brescia campus 5 - ROME campus students from the Schools of Mathematical, Physical and Natural Sciences, Education, ρ A true cultural capital. The Eternal City and Psychology and an undergraduate programme cradle of western civilisation from Political and Social Sciences. ρ An open-air museum: picturesque and historic bliss, containing many of the world’s most breathtaking masterpieces, Visit our website from Michelangelo’s ceiling in la Cappella Sistina, to the beautiful attractions in Piazza Navona, la Fontana di Trevi, il Vittoriano, il Colosseo ρ A popular set of Academy Award-winning movies: The Great Beauty, La Dolce Vita, and Roman Holiday among others for more information 6 7 about our campuses
de d in Foun Università Cattolica 1921 14 Subjects in the top 300 facts and figures QS World University Rankings by Subject 2021 The QS World University Rankings features 1,300 universities from around the world. Università Cattolica is ranked in the top 43% of the universities worldwide and stands out in 13 different subjects for its quality in research as well as academic and employer reputation. 40,000 overall number of students #2 in Italy for 7,600 overall number of 25,000 FTE students* student-faculty ratio faculty staff * Full time equivalent 12 SCHOOLS 40+ 87 200+ International students English-taught programmes research centres Italian-taught programmes exchange and degree-seeking (Students enrolled in a BSc/MSc/Specialising Master) 580+ partner 4,803 universities 82 international 168 different different countries students nationalities QS Graduate Employability Rankings 2020 +59% 2018/19 2019/20 #121-130 #1 TOP 10 international students 2017/18 2016/17 2015/16 overall in Italy enrolments 2014/15 3460 3972 4400 4665 4803 in Europe for employer-student connections in 6 years 3015 8 9
Education abroad and SHORT-TERM STUDY PROGRAMMES experiential learning AND INTERNSHIP ABROAD Why study a short-term programme? Cattolica International is privileged to have a large team of people who plan and manage outbound student mo- Strong focus on employability bility, by sending students enrolled at Università Cattolica abroad for study or work experiences. There is an office located at the Milan, Brescia, Piacenza, Cremona and Rome campuses. They bridge the gap between the academic and professional world, creating awareness for job opportunities and job placement LONG-TERM STUDY PROGRAMMES There are career-driven prerequisites for each short programme Why study a long-term programme? Programmes are tailor-made according to the needs of the students Expand your employment opportunities WHAT ARE MY OPTIONS? Learn a new language SU Experience a completely different way of life PRO MMER GRA MME S WHAT ARE MY OPTIONS? DOU B DEG LE REE E NGE G UAG S EXCHA LA N AMM E G R PRO STUDY D ING ABROA NTE ER U VOL ISEP PERS ON 2,800+ INTER ALISED students abroad NSHIP S S MU S per year E RA Visit our website 1 UNITED STATES 6 FRANCE FREE MOV ER Top 10 2 3 UNITED KINGDOM SPAIN 7 8 GERMANY IRELAND destination 4 CHINA 9 RUSSIA countries 5 THE NETHERLANDS 10 AUSTRALIA 10 for more information 11 about our programmes
We work with 33 of the top 100 Universities in the World (QS World University Rankings 2022) RANKING UNIVERSITY COUNTRY 19 COLUMBIA UNIVERSITY UNITED STATES 82 DURHAM UNIVERSITY UNITED KINGDOM 31 FUDAN UNIVERSITY CHINA 70 KATHOLIEKE UNIVERSITEIT LEUVEN BELGIUM 74 KOREA UNIVERSITY SOUTH KOREA 78 LOMONOSOV MOSCOW STATE UNIVERSITY BUSINESS SCHOOL RUSSIA 49 LONDON SCHOOL OF ECONOMICS AND POLITICAL SCIENCES (LSE) UNITED KINGDOM 64 LUDWIG MAXIMILIANS UNIVERSITÄT GERMANY 58 MONASH UNIVERSITY AUSTRALIA 68 NATIONAL TAIWAN UNIVERSITY TAIWAN (ROC) 30 NORTHWESTERN UNIVERSITY CHICAGO UNITED STATES 63 RUPRECHT-KARLS-UNIVERSITÄT HEIDELBERG GERMANY 3 STANFORD UNIVERSITY UNITED STATES 97 SUNGKYUNKWAN UNIVERSITY SOUTH KOREA 27 THE AUSTRALIAN NATIONAL UNIVERSITY AUSTRALIA 16 THE UNIVERSITY OF EDINBURGH UNITED KINGDOM 82 TOHOKU UNIVERSITY JAPAN 72 UNIVERSITÉ DE PARIS SORBONNE PARIS IV FRANCE 55 UNIVERSITEIT VAN AMSTERDAM NETHERLANDS 90 UNIVERSITY OF BIRMINGHAM UNITED KINGDOM 8 UNIVERSITY COLLEGE LONDON UNITED KINGDOM 32 UNIVERSITY OF CALIFORNIA BERKELEY UNITED STATES 40 UNIVERSITY OF CALIFORNIA LOS ANGELES UNITED STATES 79 UNIVERSITY OF COPENHAGEN DENMARK 82 UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN UNITED STATES 100 UNIVERSITY OF NORTH CAROLINA AT CHAPEL HILL UNITED STATES 47 UNIVERSITY OF QUEENSLAND AUSTRALIA 77 UNIVERSITY OF SOUTHAMPTON UNITED KINGDOM 38 UNIVERSITY OF SYDNEY AUSTRALIA 26 UNIVERSITY OF TORONTO CANADA 61 UNIVERSITY OF WARWICK UNITED KINGDOM 93 UNIVERSITY OF WESTERN AUSTRALIA (UWA) AUSTRALIA 45 ZHEJIANG UNIVERSITY CHINA 12
Notable alumni Italian higher education system our inspiring graduates step by step Università Cattolica’s multidisciplinary approach prepares outstanding graduates for both the private and the public sectors. Where could your programme take you? Become one of Cattolica’s inspiring graduates! 1 2 3 1 3 YEARS - 180 ECTS 1 YEAR - 60 ECTS LAUREA TRIENNALE SPECIALISING (BSc) MASTER 1 2 3 4 5 6 7 8 1 2 1 2 YEARS - 120 ECTS 1 YEAR - 60 ECTS 2ND LEVEL 9 10 11 12 LAUREA MAGISTRALE (MSc) SPECIALISING MASTER 12/13 YEARS Rocco and Christina Nausicaa Dell’Orto Massimiliano Pogliani 13 PRE-UNIVERSITY Baldassarre Production Department, NFL Films | CEO IllyCaffè EDUCATION Founders Zebra Advertisement | Forbes 30 under 30 Forbes 30 under 30 1 2 3 4 5 6 1 2 3 5/6 YEARS - 300/360 ECTS 3 YEARS - 180 ECTS (BSc, MSc) DOTTORATO DI RICERCA (PhD) LAW | EDUCATION | MEDICINE Graduate Degree/Master of Science - MSc and service companies, public bodies and universities. (Laurea Magistrale) What are the differences between 2-year MSc de- Course duration: 2 years grees and 1-year Specialising Masters? ECTS/Credit points: 120 Undertaken after the undergraduate degree and aimed at The 2-year MSc degree: Concetta Lanciaux Tommaso Migliore Federica D’Alessandra providing rigorous, advanced training in more highly special- ■ Is an academic degree of 120 ECTS Vice-President of fashion house Louis CEO and Founder - MDOTM (Select- Executive Director Oxford Programme ised areas. Enables students to apply for a PhD at any Italian or ■ Requires a similar academic background for access Vuitton Moët Hennessy ed for the Silicon Valley acceleration on International Peace and Security | international university. ■ Provides advanced academic knowledge in highly specialised programme powered by Google for Forbes 30 under 30 areas. Students will write a final dissertation Entrepreneurs) Specialising Master (Master Universitario) ■ The degree enables students to apply for a PhD at any Italian Course duration: 1 year or international university, as well as to internships/job ECTS/Credit points: 60 opportunities A professionalising programme providing practical knowl- edge and training through coursework and internships. These The 1-year Specialising Master Diploma: Masters programmes within the Italian education system do ■ Is a professionalising diploma of at least 60 ECTS not generally allow access to a PhD programme upon com- ■ Welcomes students from different academic backgrounds pletion of the Master. Recognition of the Specialising Master ■ Focuses on specific topics and provides practical skills. There is dedicated time for an internship or project work and students towards a PhD programme outside of Italy will depend on local will not write a final dissertation state regulations or individual doctoral programmes. Univer- ■ The diploma does not give students direct access to a PhD but sità Cattolica’s English-taught 1-year specialising Master pro- leads to internships/job opportunities grammes include consultancy work projects that may lead to internships/job opportunities. ! CFU = CREDITO FORMATIVO UNIVERSITARIO Doctoral Programme - PhD (Dottorato di Ricerca) Romano Prodi Claudio Luti Lorenzo Ornaghi Course duration: 3 years Former Prime Minister and EU President Kartell Former Rector and Minister of ECTS/Credit points: 180 Commission President Cultural Heritage Undertaken after the completion of a Master of Science or an equivalent graduate degree. It aims to develop the professional ECTS = EUROPEAN CREDIT TRANSFER SYSTEM competence to carry out high level research in manufacturing 14 15
2-year Master of Science (MSc) 1-year Specialising Master laurea magistrale 1st and 2nd level AGRIBUSINESS HUMANITIES AGRIBUSINESS MANAGEMENT THE ART AND page AGRICULTURAL AND page INDUSTRY OF page VITICULTURE AND page ARTS MANAGEMENT FOOD ECONOMICS ENOLOGY 20 38 NARRATION 24 45 FOOD PROCESSING: INTERNATIONAL page INNOVATION AND page BUSINESS 21 TRADITION 46 Executive class LIVESTOCK AND MANAGEMENT BANKING, FINANCE INTERNATIONAL page page AGRO-GREEN AND DATA SCIENCE BUSINESS ONLINE 22 INNOVATION page GLOBAL BUSINESS CREDIT RISK 47 Executive class 40 MANAGEMENT page MANAGEMENT SUSTAINABLE INTERNATIONAL page VITICULTURE 32 Applicants must already page BUSINESS have a graduate degree 23 AND ENOLOGY page HEALTHCARE 48 Regular class 41 MANAGEMENT page DATA SCIENCE FOR INTERNATIONAL 33 MANAGEMENT page BUSINESS ONLINE INNOVATION AND BANKING, FINANCE page ECONOMICS AND 49 Regular class TECHNOLOGY AND DATA SCIENCE 42 MANAGEMENT page FINANCE 34 Applicants must already page LUXURY GOODS APPLIED DATA SCIENCE have a graduate degree page FOR BANKING page 50 MANAGEMENT MANAGEMENT 25 AND FINANCE 43 STRATEGIC page MANAGEMENT FOR page BANKING AND METHODS AND COMMUNICATION AND page MARKETING 51 GLOBAL BUSINESS FINANCE TOPICS IN ARTS 26 44 MANAGEMENT page CORPORATE page DATA ANALYTICS 35 COMMUNICATION 27 FOR BUSINESS POLITICAL SCIENCE INTERNATIONAL page MARKETING page ADVANCED GLOBAL page ECONOMICS 36 MANAGEMENT 52 STUDIES 28 EUROPEAN STUDIES IN page USER EXPERIENCE page PSYCHOLOGY CULTURAL DIPLOMACY page INVESTOR RELATIONS 37 53 AND FINANCIAL 29 COMMUNICATION INTERNATIONAL page COOPERATION AND PHYSICS FOR page 54 DEVELOPMENT TECHNOLOGIES HUMANITIES 30 AND INNOVATION INTERNATIONAL page SCREENWRITING page MIDDLE EASTERN page STUDIES STATISTICAL AND 39 AND PRODUCTION 55 ACTUARIAL SCIENCES 31 18 19
AGRIBUSINESS AGRIBUSINESS AGRICULTURAL AND FOOD PROCESSING: FOOD ECONOMICS INNOVATION AND TRADITION laurea magistrale in agricultural and food economics laurea magistrale in food processing Programme Programme Campus School Next Intake Total ECTS Edition n. Campus School Next Intake Total ECTS Edition n. Duration Duration Agricultural, Food and September Agriculture, Food and September Cremona, Italy 2 years 120 11 Cremona, Italy 2 years 120 3 Environmental Sciences 2022 Environmental Sciences 2022 Curriculum Curriculum Double degree options FIRST YEAR “Marketing and consumer behaviour” profile credits FIRST YEAR The Faculty of Agriculture, Food and Environmental Sciences ρ Business management and finance: (12 ECTS) ρ Multi-channel retail marketing (5 ECTS) ρ Raw materials (12 ECTS) gives participants of the Master of Science in Food Processing: ⧉ Management basics ρ Food consumer psychology and market intelligence (5 ECTS) ⧉ Grains and vegetables Innovation and Tradition the opportunity to undertake the ⧉ Financial accounting and business evaluation ρ Qualitative research methods for the agri-food system (5 ECTS) ⧉ Fruit science second year of their programme at the University of ISARA Lyon, ρ Technology for food health and safety: (10 ECTS) ⧉ Animal sources France, and receive both degrees: ⧉ Principles of food protection * SUGGESTED OPTIONAL COURSES: ρ Physical chemistry and biochemistry of food (12 ECTS) ■ Master of Science in Food Processing: Innovation and ⧉ Principles of food hygiene ρ Agricultural and food legislation (5 ECTS) Tradition at Università Cattolica del Sacro Cuore ρ Food microbiology (11 ECTS) ρ Economic fundamentals of the agri-food system: (10 ECTS) ρ Agricultural, food and environmental policies (5 ECTS) ■ Master of Science in Sustainable Food Systems at ISARA Lyon ⧉ Economics of the agri-food system ρ Agricultural and food supply chain management (5 ECTS) ρ Food footprint: the environmental impact of the agri-food ρ Food technology and plants (10 ECTS) ⧉ Microeconomics of the agri-food system chain (5 ECTS) ρ Quantitative methods: (12 ECTS) ρ Food quality assurance and international certifications ρ Italian language and civilisation (5 ECTS) [1] (5 ECTS) ⧉ Applied statistics for the agri-food system ⧉ Applied econometrics for the agri-food system [1] only for non-Italian students ρ Industrial organisation: (10 ECTS) SECOND YEAR ⧉ Strategic decision making Once students have chosen their specialising track, they can ρ Food processing (10 ECTS) ⧉ Industrial organisation of the food system take also one optional course from the other profile. ρ Innovation in food packaging (8 ECTS) ρ Agricultural and food marketing (6 ECTS) ρ Process control and digitalization in food industry (6 ECTS) ρ Seminars (1 ECTS) Selected students can attend one or two semesters in the ρ Agricultural and food legislation (5 ECTS) following partner universities: ρ Digital data processing (5 ECTS) SECOND YEAR ρ Soft skill seminars (1 ECTS) In the SECOND YEAR of their curriculum students have an option Double degree options ρ Elective courses (10 ECTS) between a “Business and management” and a “Marketing and ρ Friedrich-Wilhelms-Universität Bonn (Germany) ρ Final dissertation (20 ECTS) consumer behaviour” profile. ρ Université Catholique de Louvain (Belgium) ρ Swedish University of Agricultural Sciences, Uppsala Common credits (Sweden) ρ Agricultural and food market institutions (6 ECTS) ρ Wageningen University (Netherlands) ρ Economics of agricultural and food markets (7 ECTS) ρ Seminar on theological issues Once enrolled, students can refer to Cattolica International for ρ Optional courses* (10 ECTS) details. did you know? ρ Soft skills and entrepreneurship (1 ECTS) This degree will be taught in the brand new campus of Cremona: a completely renovated 16th Century monastery. Historically ρ Seminars (1 ECTS) Erasmus/Exchange programmes it was devoted to the production of botanical drugs and now will be dedicated to the most up-to-date innovation of food ρ Final dissertation (20 ECTS) ρ Technische Universität München (Germany) processes. The campus consists of 12,000 square meters of university buildings, high tech labs and teaching rooms, together ρ North Dakota State University, Fargo (USA) with 20,000 square meters of open green space in the city centre. “Business and management” profile credits ρ University of California, Davis (USA) ρ Agricultural and food supply chain management (5 ECTS) ρ Western Sydney University (Australia) ρ Business planning for start-up (5 ECTS) ρ Griffith University, Brisbane (Australia) ρ Business strategy and leadership (5 ECTS) ρ Royal Melbourne Institute of Technology (Australia) career paths: did you know? As an expert in food product innovation graduates can apply as product developers, with a role in R&D groups of Food An interactive approach to teaching is a consistent plus to this programme: students benefit from business games as real-life Companies. In managerial positions, they will be combining technology, financial planning and research. Positions as product business challenges to resolve in team and exchange opportunities during a semester abroad at one of our university partners and innovation managers will be specific for the programme graduates' skills. In addition, as food quality expert, graduates in Europe or overseas. can become global food production managers. This entails monitoring fundamental aspects of food production, which means graduates are responsible for creating high quality, safe and healthy products. Graduates are likely to start out as junior food safety specialist working in the innovation, safety, or quality department of a food company. career paths: Managerial positions in agri-food corporations (multinational food companies, small and medium enterprises, retail chains) · Managerial positions in professional associations linked to the agricultural and food sector · Consultants for agricultural and food companies · Professional positions in international organisations · Research positions in universities or applied research companies Programme-specific entry requirements Programme-specific entry requirements ■ Ideal candidates have a background in Science and Food Technology Ideal candidates have an academic background in agriculture/food and/or in economics, with basic knowledge of ■ We welcome applications from students with other Bachelor degrees (i.e. Biotechnology, Biological Sciences, etc.), however, mathematics and statistics. these candidates may be required to take integrative exams on Microbiology and Food Technology. See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). 20 21
AGRIBUSINESS AGRIBUSINESS LIVESTOCK AND SUSTAINABLE AGRO-GREEN INNOVATION* VITICULTURE AND ENOLOGY laurea magistrale in Livestock and Agro-Green Innovation laurea magistrale in agricoltura sostenibile e di precisione Programme Programme Campus School Next Intake Total ECTS Edition n. Campus School Next Intake Total ECTS Edition n. Duration Duration Agriculture, Food and September Agriculture, Food and September Cremona, Italy 2 years 120 2 Piacenza, Italy 2 years 120 2 Environmental Sciences 2022 Environmental Sciences 2022 Curriculum SECOND YEAR The course is divided into a common basis of founding and (training course "Animal production and products") Curriculum SECOND YEAR ρ Economic sustainability of livestock systems (8 ECTS) FIRST YEAR ρ Topics in wine marketing (6 ECTS) characterising courses and two specialised training courses. ρ Ruminant science and animal welfare (8 ECTS) ρ Applied statistics and big data analytics (6 ECTS) ρ Automation and robotics in viticulture (7 ECTS) The training course "Crops for livestock systems" is directed ρ Precision feeding for adaptation (8 ECTS) ρ Vineyard variability: traditional and precision approaches ρ Applied grapevine ecophysiology (7 ECTS) to train in: ρ Topics in enology (7 ECTS) ρ Dairy and meat technologies (8 ECTS) (7 ECTS) ρ Plant defence and plant production for animal feeding ρ Wine microbiology (5 ECTS) ρ Free choice course(s) (8 ECTS) ρ Grape and wine biotechnology (8 ECTS) ρ Modern low impact cultivation methods ρ Soil microbiology and vine nutrition (4 ECTS) ρ Final dissertation (20 ECTS) ρ Disease and pest management (Pathology) (6 ECTS) ρ Recycling of production waste ρ English for scientists (3 ECTS) ρ Disease and pest management (Entomology) (4 ECTS) The training course "Animal production and products" will ρ Elective courses (12 ECTS) Internships ρ Grapevine varieties and terroir (7 ECTS) train on: Advances in enology (8 ECTS) ⧉ Risk analysis of regulated products (12 ECTS) Students will be able to carry out practical training at the ρ ρ Methods to improve livestock resilience to climate change experimental farm CERZOO, just renovated and equipped with ⧉ Management of organic viticulture (6 ECTS) ρ Animal welfare; precision nutrition the most modern devices for precision agriculture, to increase ⧉ Internship or other extracurricular activities related to the ρ Technological processes of transformation of animal products efficiency and decrease the impact of livestock farming. programme (6 ECTS) The internship and Final dissertation can be prepared at: ρ Final dissertation (23 ECTS) FIRST YEAR ρ CERZOO ρ Livestock production and climate changes (8 ECTS) ρ Laboratories of Università Cattolica in Cremona and Piacenza ρ Livestock technologies (8 ECTS) ρ Politecnico di Milano with which there is a collaboration and ρ Statistics and big data management (8 ECTS) student mobility agreement ρ Soil, plant and livestock microbiota (8 ECTS) ρ National and multinational companies and at other ρ Livestock genetics and biodiversity (8 ECTS) universities, in Italy and abroad ρ Plant biotechnology for sustainable forage and energy production (8 ECTS) Double degree options ρ Environmental sustainability of livestock systems (8 ECTS) Students have the option to apply for the double degree ρ Seminars and soft skills (4 ECTS) programme with Politecnico di Milano adding one semester to did you know? the 2-year programme. Depending on their previous academic studies, biosciences or engineering, students will be required to Italy is the world’s top wine producer, with over 50% of its production destined for global export. Learning how to interact with SECOND YEAR take the classes listed on the website. international stakeholders is a key aspect of the course, making it particularly relevant for international students. (training course "Crops for livestock systems") ρ Economic sustainability of livestock systems (8 ECTS) At the end of the two-and-a-half-year programme, students will ρ Microbiological process for resource recovery (8 ECTS) be awarded two degrees: ρ Cropping system for feed production (8 ECTS) ρ A Laurea Magistrale in Livestock and Agro-green Innovation ρ Crop protection in livestock feeding systems (8 ECTS) from Università Cattolica ρ Free choice course(s) (8 ECTS) ρ A Laurea Magistrale in Agricultural Engineering from ρ Final dissertation (20 ECTS) Politecnico di Milano did you know? career paths: The exceptional learning experience of the programme consists of quality academic teaching and state-of-the-art technology Vineyard manager and/or specialist · Winemaker · Consultant to address the practical aspects of the course. Students access high-tech laboratories for plants, animals and microorganisms’ Jobs which can fit into the whole value chain (grape production, vinification, bottling, storage, marketing, logistics, consumers' observations, feed and food analysis and bioinformatics, as well as CERZOO, a unique experimental station fully equipped for perception). precision agriculture, precision farming and precision feeding technologies. career paths: Manager in livestock farms and feed industries · Managerial positions in agri-food corporations offering services to livestock farming (multinational companies, small and medium enterprises) · Managerial positions in professional associations linked to the livestock and agriculture · Consultants for agricultural and feed companies · Professional positions in international organisations · Research positions in universities or applied research companies Programme-specific entry requirements Students need to hold an undergraduate degree in the fields of Agricultural and forestry sciences and technologies; Zootechnical Programme-specific entry requirements sciences and technologies of animal production; Biotechnology; Biological Sciences; Sciences of territorial, urban, landscape Ideal candidates have a background in Agricultural Science but we welcome applications from students with other Bachelor and environmental planning; Agro-food sciences and technologies; Sciences and technologies for the environment and degrees (i.e. Biotechnology, Biological Sciences, Food Science, Environmental Science, Engineering, Economics). nature. We welcome applications from students with an academic background in Agricultural and food economics. See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). * The course will run only if a minimum number of 10 participants is reached. 22 23
AGRIBUSINESS BANKING, FINANCE AND DATA SCIENCE specialising master in APPLIED DATA SCIENCE VITICULTURE AND ENOLOGY (VENIT) FOR BANKING AND FINANCE INNOVATION MEETS TRADITION laurea magistrale in Applied data science for banking and finance Programme Programme Campus School Next Intake Total ECTS Edition n. Campus School Next Intake Total ECTS Edition n. Duration Duration Agriculture, Food and September Mathematics, Physics and Natural Sciences | September Piacenza, Italy 1 year 60 6 Brescia, Italy 2 years 120 3 Environmental Sciences 2022 Banking, Finance and Insurance Sciences 2022 Curriculum Faculty and teaching staff Curriculum Elective courses The Faculty is composed of scholars and professionals sharing FIRST YEAR ρ Laboratory of cloud computing, big data and security ρ Vineyard variability: traditional and precision approaches their experience with the class. The teaching staff is made of ρ IT Coding for data science (12 ECTS) (12 ECTS) (6 ECTS) ρ Wine-marketing and enotourism (6 ECTS) both Università Cattolica professors and international visiting ρ Probability and statistics (6 ECTS) ρ Applied financial econometrics (6 ECTS)* ρ Wine making of varietals (6 ECTS) scholars. ρ Analytics accounting (6 ECTS) ρ Sustainable business innovation and finance (6 ECTS)* ρ Applied grapevine ecophysiology (6 ECTS) ρ Course from the economic/Legal area (6 ECTS) ρ Business analytics and data-driven decision making (6 ECTS)* ρ Advances in enology (9 ECTS) FORTHCOMING VISITING PROFESSORS ρ Finance and banking (12 ECTS) ρ Cyber security regulation (6 ECTS)* ρ Disease and pest management toward a sustainable ρ Prof. Emeritus Albert Mas - University of Rovira I Virgili, Spain ρ Elective course (6 ECTS) ρ Game theory (6 ECTS)* viticulture (6 ECTS) ρ Foreign language (Italian for international students) (6 ECTS) ρ Fintech regulation (6 ECTS) ρ Seminars on Italy-French ethnography, berry sensory analysis PAST VISITING PROFESSORS ρ Quantitative finance (6 ECTS) and genetic traceability of cultivars in wines will be provided. ρ Prof. Christian Butzke - Purdue University SECOND YEAR ρ Dynamical systems in finance (6 ECTS) ρ Prof. Saucier Cédric - University of Montpellier ρ Artificial intelligence and machine learning (6 ECTS) ECTS of each course also include practical activities, wine ρ Prof. Paolo Sabbatini - Michigan State University ρ Time series analysis and forecasting (6 ECTS) *Economic/Legal area tasting and field visits. VENIT also offers extracurricular wine and ρ Prof. Fernando Zamora Marín - Universitat Rovira i Virgili ρ Laboratory of data analytics for banking and insurance (6 field courses. ECTS) ρ Laboratory of data analytics for investment (6 ECTS) Each year the “Topic in Enology” course is given by an ρ Elective courses (12 ECTS) outstanding invited lecturer. ρ Internship/Stage (6 ECTS) ρ Final dissertation (18 ECTS) did you know? Wine in Italy is history, tradition, cultural heritage, pairing with food, and an increasingly important business sector. From 1993 up to 2015, there has been a + 388% export (in value) for the Italian wine sector. Italy has more than 450 cultivars, and grapes are grown in every region with a multitude of terroirs and wine styles. did you know? Students joining this degree will be able to personalise the curriculum to allow focusing on subjects they are less familiar with and be brought up to speed to become the ideal data analyst: one that does not have a stronger side but is perfectly formed on both the financial and the technological front. career paths: This Master will open up professional opportunities in the fields of viticulture and enology chain; wine marketing and distribution; restaurants; large scale retail trade and freelancing. Some of the job positions a graduate student can apply for are: Viticulture educator · Cellar/vineyard assistant · Winemaker assistant · Vineyard technician · Head of vineyard management · Viticulture career paths: and enology consultant · Enologist · Laboratory assistant Professional financial technology skills related to: managing large banking/financial databases · Filtering significant information out of conspicuous and heterogeneous data sets · Extracting from massive data insights relevant to several decision-making processes in the banking/financial industry (e.g. asset allocation, dynamic portfolio choice, risk management, and client profiling/servicing) Programme-specific entry requirements Programme-specific entry requirements Students should have acquired at least 12 ECTS in the area of Information Technology and Mathematics; 12 ECTS in the area Basics in viticulture and enology are recommended. For those not having such requirement, a pre-course named “Viticulture, of Economics, Corporate Finance, and Statistics; and a total of at least 36 ECTS in a larger pool of subjects which may include Enology and Pest Pathology” is offered over the three weeks preceding the start of the Master. further exams in Mathematics or Statistics, as well as in Economics and Information Technology. See the entry requirements section on page 68 for general graduate requirements (e.g. language prerequisites). See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). 24 25
BANKING, FINANCE AND DATA SCIENCE BANKING, FINANCE AND DATA SCIENCE BANKING DATA ANALYTICS AND FINANCE FOR BUSINESS laurea magistrale in banking and finance laurea magistrale in data analytics for business Programme Programme Campus School Next Intake Total ECTS Edition n. Campus School Next Intake Total ECTS Edition n. Duration Duration Banking, Finance and September Economics | Mathematics, September Milan, Italy 2 years 120 14 Milan, Italy 2 years 120 3 Insurance Sciences 2022 Physics and Natural Sciences 2022 Curriculum Electives courses list Curriculum ELECTIVE COURSES FIRST YEAR ρ Corporate governance and social responsibility - I part FIRST YEAR ρ Internship/Research assistantship/Field project (8 ECTS) ρ Advanced financial accounting (5 ECTS) (4 ECTS) ρ Mathematical methods and probability (8 ECTS) ρ Causal methods for policy evaluation (4 ECTS) ρ Advanced microeconomics (5 ECTS) ρ EU risk governance regulation (5 ECTS) ρ Statistical inference (8 ECTS) ρ Strategic decision-making (4 ECTS) ρ Applied econometrics (8 ECTS) ρ International corporate finance (8 ECTS) ρ Applied linear models (8 ECTS) ρ Strategic equity transactions (4 ECTS) ρ Applied statistics for finance (6 ECTS) ρ International financial markets (4 ECTS) ρ Computational statistics (8 ECTS) ρ Data-driven operations and supply chain management ρ Corporate finance (8 ECTS) ρ Project management (8 ECTS) ρ Database systems and computer programming (8 ECTS) (4 ECTS) ρ Derivative securities pricing (8 ECTS) ρ Real estate finance (4 ECTS) ρ Principles of management and tech law (8 ECTS) ρ Logic, rationality and decisions (4 ECTS) ρ Monetary economics (6 ECTS) ρ Internship (8 ECTS) ρ One elective course among: (8 ECTS) ρ Statistical methods for network data (4 ECTS) ρ Principles of financial regulation (10 ECTS) ⧉ Bayesian modelling ρ Experimental design (4 ECTS) ρ Quantitative methods for finance (8 ECTS) Double degree options ⧉ New venture development and data-driven strategy ρ Italian course (4 ECTS) ρ MSc degree in Banking and Finance (Università Cattolica SECOND YEAR del Sacro Cuore) | MSc in Mathematical Finance o MSc in SECOND YEAR Notes ρ Investment risk management (4 ECTS) Economics (UNC Charlotte, USA) ρ Statistical learning (8 ECTS) The curriculum is flexible to encourage students to pursue their ρ Foreign language (4 ECTS) ρ MSc degree in Banking and Finance (Università Cattolica del ρ Time series and spatial data analysis (8 ECTS) interests. (French, German, Spanish or Italian for international Sacro Cuore) | MSc in Global Finance (Fordham University, ρ Advanced programming and deep learning for AI (8 ECTS) For instance, two broad study tracks are: students) USA) ρ One elective course among: (8 ECTS) i) Data science methods ρ Market microstructure (8 ECTS) ρ MSc degree in Banking and Finance (Università Cattolica del ⧉ Stochastic processes and optimisation for machine ii) Applied business analytics. ρ Risk management (8 ECTS) Sacro Cuore) | MSc in Banking and International Finance (BIF) learning For track i) the recommended choices are: ρ Electives (12 ECTS) or MSc in Corporate Finance (MF) or MSc in Finance (Cass ⧉ Financial markets and institutions ρ Bayesian modelling ρ Final dissertation (20 ECTS) Business School, UK) ρ One elective course among: (8 ECTS) ρ Stochastic processes and optimisation for machine learning ρ MSc degree in Banking and Finance (Università Cattolica del ⧉ Empirical economics ρ Empirical economics or Data visualisation and text mining Sacro Cuore) | MSc in Finance (HSE-Saint-Petersburg, Russia) ⧉ Marketing analytics For track ii) the recommended choices are: ⧉ Data visualisation and text mining ρ New venture development and data-driven strategy Once enrolled, students can refer to Cattolica International for ρ Elective courses (8 ECTS) ρ Financial markets and institutions details. ρ Final dissertation (16 ECTS) ρ Marketing analytics or Data visualisation and text mining did you know? did you know? Students of the School of Banking, Finance and Insurance Sciences can benefit from an internship created exclusively for the Milan is Italy’s startup capital: 15% of the national startups are born in the city (in 2019 they were just over 1,500), and startups School, with 30 relevant companies coming on campus to interview for different internship positions. are the primary actors driving innovation in the field of big data analytics. A fertile ground for students taking up internships in their second year, and for job opportunities after graduation. career paths: career paths: Trader · Risk manager · Financial analyst · Consultant Data analyst and Business analytics specialist in industries including: manufacturing, technology, logistics, services, finance, Areas: banking, finance, banking and financial market supervision insurance, and consulting. Suitable graduates may also pursue research-oriented careers enroling in PhD programmes in Statistics, Data science or related areas, leading to jobs in academia research, centres and industry. Programme-specific entry requirements Programme-specific entry requirements Ideal candidates have an undergraduate background in banking and finance. Students should have acquired at least 12 ECTS in the area of Statistics and 14 ECTS in the area of Mathematics. See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). 26 27
BANKING, FINANCE AND DATA SCIENCE BANKING, FINANCE AND DATA SCIENCE ECONOMICS European Studies laurea magistrale in economia in Investor Relations and Financial Communication laurea magistrale in european studies in Investor relations and financial communication Programme Programme Next Total Edition Campus School Next Intake Total ECTS Edition n. Campus School Duration Duration Intake ECTS n. September ■ Banking, Finance and Insurance Sciences and Milan, Italy Economics 2 years 120 12 Year 1: 2022 Linguistic Sciences and Foreign Literature Milan, Italy September at Università Cattolica 2 years 120 3 Year 2: 2022 ■ Communication, Culture and Society Lugano, Switzerland at Università della Svizzera Italiana Curriculum FIRST YEAR SECOND YEAR ρ Microeconomics (8 ECTS) ρ Three Economics courses (GDE) among the following: Curriculum ELECTIVE COURSES IN MILAN, ITALY* ρ Macroeconomics (8 ECTS) (24 ECTS) FIRST YEAR IN MILAN, ITALY ρ Chinese for business and finance (1st level) (6 ECTS) ρ Mathematics for economic analysis (8 ECTS) ⧉ Industrial organisation ρ Introductory module on communication in banking and ρ Modern standard Arabic for business and finance (1st level) ρ Empirical economics (8 ECTS) ⧉ International economics finance (0 ECTS) (6 ECTS) ρ Statistical modelling (8 ECTS) ⧉ Labour economics ρ Accounting for investor relations (6 ECTS) ρ Law for EU financial markets (6 ECTS) ⧉ Monetary economics and asset pricing ρ Corporate finance (3 ECTS) ρ Chinese for business and finance (2nd level) (6 ECTS) ρ Two business courses among the following: (16 ECTS) ρ Speech communication (3 ECTS) ρ EU risk governance regulation (5 ECTS) ⧉ Public management ⧉ Political economy of the European Union ρ Statistical data analysis (3 ECTS) ρ International financial markets (4 ECTS) ⧉ Supply chain management ⧉ Political and public economics ρ Modern standard Arabic for business and finance ρ English for business and finance (1st level) (3 ECTS) ⧉ Performance measurement ⧉ Policy evaluation ρ A second language among: (6 ECTS) (2nd level) (6 ECTS) ⧉ Corporate governance and social responsibility ρ One of the following (student’s choice subject to approval): ⧉ Français de la finance (1st level) ⧉ Business communication (8 ECTS) ⧉ Deutsch für die Finanzkommunikation (1st level) ELECTIVE COURSES IN LUGANO, SWITZERLAND* ⧉ Corporate strategy ⧉ A course in Economics (GDE) ρ EU Financial systems and bank management (6 ECTS) ρ Advertising and consumer representations (3 ECTS) ⧉ Entrepreneurship ⧉ Internship programme ρ Economics of the EU (6 ECTS) ρ Argumentation in conflict resolution (3 ECTS) ⧉ Business analytics and data mining ⧉ A course among: ρ Principles of financial European regulation (6 ECTS) ρ Brand management (3 ECTS) ⧉ Finance and risk management ⟫ Applied statistics and big data (advanced) ρ English for business and finance (2nd level) (3 ECTS) ρ Comparative public administration (3 ECTS) ρ One law course among: (8 ECTS) ⟫ Quantitative methods for finance ρ A second language among: (6 ECTS) ρ Digital corporate communication (3 ECTS) ⧉ Transnational business law ⟫ International corporate finance ⧉ Français de la finance (2nd level) ρ Intercultural communication (3 ECTS) ⧉ Principles of financial regulation ⟫ Corporate finance ⧉ Deutsch für die Finanzkommunikation (2nd level) ρ Marketing semiotics (3 ECTS) ρ Media relations (3 ECTS) ⟫ Project management SECOND YEAR IN LUGANO, SWITZERLAND ρ Multimodal rhetoric (3 ECTS) ⟫ A course in Business (GDA) ρ Organisational behaviour (6 ECTS) ρ Financial communication (6 ECTS) ⟫ A course in Law (GDG) ρ Communication strategies in financial disclosure (3 ECTS) ρ Social media management (3 ECTS) ρ Final dissertation (24 ECTS) ρ Banking strategies and wealth management (6 ECTS) ρ Transmedia narratives (3 ECTS) ρ Sustainable finance and ethics (3 ECTS) ρ User experience design (3 ECTS) ρ Online communication design (3 ECTS) ρ Inside the MEM: New dynamics of the Mediterranean and ρ Current issues in international affairs (3 ECTS) Middle East region (3 ECTS) ρ Argumentation in finance (6 ECTS) ρ Market system dynamics (6 ECTS) ρ Investor relations (3 ECTS) ρ Sponsoring and partnership management (3 ECTS) ρ Conversations with industry experts on private banking ρ Strategies and markets of digital media (3 ECTS) (3 ECTS) did you know? or *Students are required to take a total of 12 ECTS credits from ρ Conversations with industry experts on investor relations the elective courses in Italy and/or Switzerland. In 2019 the School of Economics awarded an honorary degree to Mario Draghi, former President of the European Central Bank (3 ECTS) and Italian Prime Minister in office. Joint degree ρ Law and practice of capital markets (3 ECTS) A regular guest of honour at Università Cattolica, Mario Draghi has often lectured privileged students on multiple occasions. Students will be awarded a joint degree in European studies in Students may have the option to undertake an internship investor relations and financial communication from Università (9 ECTS - 2 months) starting from the second year of the Cattolica del Sacro Cuore and Università della Svizzera Italiana. programme. career paths: did you know? Financial analyst · Economic consultant · Market research analyst · Policy analyst · Data analyst · Investment analyst · Public This degree’s curriculum is the perfect testimony of the strength of Università Cattolica’s multidisciplinary approach to academics. sector roles The curriculum covers four distinct yet correlated macro areas: economics/finance, communication, law, and foreign languages: graduates are professional figures that can work globally in multiple sectors. career paths: Investor relations and financial communication, both in private and public institutions · Proxy advisors and shareholders Programme-specific entry requirements engagement management · Private banking and wealth management · Management and control in financial institutions · Ideal candidates have a background in economics and quantitative methods (eg. majors in economics, mathematics, statistics, Professional consultancy in investors relations and financial communications or business studies). Applications from students who did not major in the previously mentioned subjects will also be evaluated. In these cases, submission of an official report for the GRE or the GMAT test with a satisfactory performance level in the quantitative section Programme-specific entry requirements would help increase their chances of admission. Ideal candidates have an academic background in economics/finance, foreign languages, law, or communication. See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). 28 29
BANKING, FINANCE AND DATA SCIENCE BANKING, FINANCE AND DATA SCIENCE PHYSICS FOR TECHNOLOGIES STATISTICAL AND AND INNOVATION ACTUARIAL SCIENCES laurea magistrale in fisica laurea magistrale in statistical and actuarial sciences Programme Programme Campus School Next Intake Total ECTS Edition n. Campus School Next Intake Total ECTS Edition n. Duration Duration Mathematics, Physics September Banking, Finance and September Brescia, Italy 2 years 120 3 Milan, Italy 2 years 120 6 and Natural Sciences 2022 Insurance Sciences 2022 Curriculum Statistical area FIRST YEAR ρ Statistical modelling (5 ECTS) Curriculum ρ Data analysis for insurance (9 ECTS) FIRST YEAR SECOND YEAR ρ Advanced calculus and stochastic processes (9 ECTS) Applied mathematical area ρ Advanced techniques for physics research (12 ECTS) ρ Two elective courses among: (6 ECTS) ρ Statistics for economics and finance (9 ECTS) ρ Quantitative risk management (5 ECTS) ρ Quantum physics of atoms and molecules (8 ECTS) ⧉ Coding for data science applications ρ Accounting and management in insurance (10 ECTS) ρ Actuarial and financial modelling for solvency II (5 ECTS) ρ Solid-state physics (8 ECTS) ⧉ Artificial intelligence and machine learning ρ Actuarial life insurance (8 ECTS) ρ Introduction to actuarial mathematics and risk theory ρ Statistical mechanics and complex systems (8 ECTS) ⧉ Cloud computing technologies ρ Econometrics (7 ECTS) (10 ECTS)* ρ One elective course among: (6 ECTS) ⧉ Data management ρ Quantitative methods for finance (4 ECTS) ⧉ Advanced solid state physics ⧉ Time series analysis and forecasting ⧉ Quantum electronics and photonics ⧉ Business analytics and data-driven decision making Internship (5 ECTS) ⧉ Low temperature physics and quantum technologies SECOND YEAR ρ 12 ECTS among: ⧉ Physics applied to energetic systems ρ Economics for finance (7 ECTS) *Students who need to strengthen their knowledge in ⧉ Design thinking and start-up launch (8 ECTS) ⧉ Non-linear optics ρ Insurance statistics and advanced risk theory (11 ECTS) Actuarial mathematics, Risk theory and Advanced mathematics ⧉ Economics of innovation (6 ECTS) ρ One elective course among: ρ Actuarial non-life insurance (8 ECTS) (depending on their Bachelor Degree) might be required to ⧉ Organising and leading change (6 ECTS) ⧉ Cosmology (6 ECTS) ρ Actuarial social security and pension funds (7 ECTS) attend this course at the beginning of the programme to follow ⧉ Project financing and open innovation (8 ECTS) ⧉ Technologies in action lab (4 ECTS) ⧉ Micrometeorology (6 ECTS) ρ Insurance law and regulation (6 ECTS) properly the advanced actuarial courses (in the study plan, this ⧉ Data analysis: techniques and tools (6 ECTS) ρ Internship in partner companies (6 ECTS) ρ Foreign language (3 ECTS) will substitute the elective courses). ⧉ IT coding for data science (12 ECTS) ρ Final dissertation (36 ECTS) (French, Spanish, German or Italian for international students) Double degree options ρ Elective courses [1] (10 ECTS) MSc degree in Statistical and Actuarial Sciences (Università ρ Final dissertation (12 ECTS) Cattolica del Sacro Cuore) | MSc Degree in Mathematical [1] Finance (UNC Charlotte, USA). Elective courses list: Economic and Business area Once enrolled, students can refer to Cattolica International for ρ Derivative securities pricing (8 ECTS) details. ρ Risk management (8 ECTS) did you know? Legal area ρ EU risk governance regulation (5 ECTS) This degree is born as a response to explicit needs of the technology industry: to have graduates with a solid STEM knowledge and honoured problem-solving skills typical of Physicists, matched with soft skills of business managers. did you know? The curriculum offered is aligned with the core syllabus of the International Actuarial Association allowing graduate to pursue careers globally. career paths: career paths: Innovation Manager in small and medium-sized enterprise and corporations · Scientist · Research coordinator · Data analytics Actuary in life or general insurance companies, pension funds, public social security agencies, supervisor authorities or financial expert in: enterprises, start-ups, incubators, science and technology parks, public administrations, public and private research services consulting firMs institutions Risk manager in banks, insurance companies, financial services consulting firms or non-financial companies. Programme-specific entry requirements Students should have acquired at least 12 ECTS in the area of Statistics; 14 ECTS in the area of Mathematics (up to 5 credits may Programme-specific entry requirements be missing in this two areas), and at least 26 ECTS in a larger pool of subjects which may include further exams in Mathematics Bachelor degree in physics, engineering, or materials science. or Statistics, as well as in Economics and Computer Science. See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). See the entry requirements section on page 66 for general graduate requirements (e.g. language prerequisites). 30 31
BANKING, FINANCE AND DATA SCIENCE BANKING, FINANCE AND DATA SCIENCE 2nd level advanced specialising master in specialising master in CREDIT RISK DATA SCIENCE FOR MANAGEMENT MANAGEMENT Programme Programme Campus School Next Intake Total ECTS Edition n. Campus School Next Intake Total ECTS Edition n. Duration Duration Banking, Financial and November January Milan, Italy 1 year 60 14 Milan, Italy Economics 1 year 60 7 Insurance Sciences 2022 2023 Curriculum Curriculum enterprise initiatives have clear business objectives and identify PROPAEDEUTIC COURSES (18 ECTS) FIELD PROJECT WORK AND SEMINARS (6 ECTS) PREPARATORY COURSES the relationships of Digital enterprise with specific enablers ρ Statistics (6 ECTS) · Management (2 ECTS) · Statistics (2 ECTS) (Digital marketing, Analytics and Customer relationship ρ Financial accounting (4 ECTS) Course duration · SAS Programming · R Programming management). ρ Introduction to credit risk (4 ECTS) The programme consists of 390 hours of lessons. The Data visualisation ρ Legal framework and retail lending (4 ECTS) importance of work groups and workshops is reflected by the COURSES This course covers the basics of data visualisation and total of 610 hours these take, whilst the internship and final Data management and warehousing exploratory data analysis. Several data visualisation libraries CORE COURSES (36 ECTS) report requires 500 hours. The course illustrates how to implement and technically in Python/R starting with simple datasets will be used, then ρ Client acquisition (12 ECTS) maintain a data warehouse. The focus is on database data moving to economic and financial data. How to treat errors ρ Credit portfolio management (8 ECTS) design, extraction, profiling and standardisation along with data and missing data to avoid the most common representation ρ Planning (6 ECTS) transformation. mistakes will also be looked into. ρ Analytical data processing for credit analysis: SAS (10 ECTS) A detailed analysis of big data quality management is provided. Text and web mining Software development and technologies for business This course focuses on extracting knowledge from the web by intelligence applying classification and clustering techniques on hypertext The course focuses on software development and Object documents. Students are introduced to information retrieval oriented programming. Students will gain broad software and filtering methods. Practical applications on web information development skills to be able to independently write procedures extraction and text categorisation are presented. and functions to expand and automate data analysis studies and results. Data mining and pattern recognition The purpose of this course is to provide step-by-step instructions Statistics and probability (basics) for the entire data modelling process, with special emphasis This course aims to deepen the knowledge of inferential on the business knowledge necessary to successfully use methods which are useful for empirical research in all areas of did you know? statistical models. Moreover, students will be able to select business economics, as well as banking, insurance and finance. suitable approaches for pattern recognition, and to compare Together with the theoretical concepts, data sets derived from Despite over a decade has passed since the Lehman Brothers financial crisis, the fear of another financial crisis hovers amongst alternative methods to implement the best decision process for empirical studies will be analysed. The open-source software businesses. That is why the Credit Risk manager is a professional figure that is in extreme demand in the financial sector and the problem under study. environment for statistical computing and graphics R will be this programme specialises in addressing that need. introduced and used throughout. Business intelligence and data analytics This course illustrates the usage of data and analytics in modern Management for digital enterprise business activities. The main focus is on data preparation The course illustrates the business characteristics of a Digital to create suitable multidimensional database marketing enterprise along with the impact of a Digital enterprise on the frameworks. Demand segmentation and scoring models will customer experience. At the end of the course, students will be practical applications. be able to understand the importance of ensuring that Digital career paths: did you know? Risk manager in banks and financial institutions · Risk expert in consulting firms and software house · Risk expert in supervisory Data science has been defined as the “sexiest job of the 21st century” (Harvard Business Review): the shortage of data scientists authorities poses in fact a serious constraint in many sectors of the economy, whose demand for this professional role is instead rapidly increasing. Students will be exposed to real business scenarios thanks to experienced professionals teaching 50% of the Masterclasses. The Master network includes companies such as: Ernst and Young, IBM, Microsoft, and Sky Italia. career paths: Data analyst · Business analyst · Business data scientist Programme-specific entry requirements Programme-specific entry requirements The Master is addressed to graduates with a Bachelor or Master of Science degree in any of the following fields: Computer Candidates best suited for the programme will have a 4/5 years degree in Economics, Finance, Mathematics, Physics, Science, Economics, Engineering, Management, Mathematics, Statistics, Physical sciences. Alternative degrees may be Engineering, or Statistics. considered under specific circumstances. See the entry requirements section on page 68 for general graduate requirements (e.g. language prerequisites). See the entry requirements section on page 68 for general graduate requirements (e.g. language prerequisites). 32 33
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