ERASMUS IP project Nr. 2013-1-LV1-ERA10-05534 Data Science for Business and Government DaSBuG 2014 SBF (BA School of Business and Finance) 26th November, 2013 Room 601 Jānis Hermanis © Banku augstskola, Jānis Hermanis 1 Partners (Old) • Latvia – Riga. Banku augstskola. BA School of Business and Finance (SBF) – www.ba.lv • Lithuania – Vilnius. Vilniaus kolegija. University of Applied Sciences - www.viko.lt • Belgium – Mechelen. Thomas More Mechelen - www.thomasmore.be – Namur. Haute Ecole de Namur – Liège – Luxembourg. University College of Namur – Liege – Luxembourg - www.henallux.be © Banku augstskola, Jānis Hermanis 2 Partners (Old) • Portugal – Porto. Universidade Portucalense Infante D. Henrique - www.upt.pt • Finland – Helsinki. Metropolia Ammattikorkeakoulu. Helsinki Metropolia University of Applied Sciences - www.metropolia.fi • Netherland – Eindhoven. Fontys Hogescholen - www.fontys.edu • Denmark – Allborg. University College Professionshøjskole Nordjylland. University College of Northern Denmark www.ucnorth.dk © Banku augstskola, Jānis Hermanis 3 Partners (New) • Greece – Kavala. ΤΕΧΝΟΛΟΓΙΚΟ ΕΚΠΑΙΔΕΥΤΙΚΟ ΙΔΡΥΜΑ (ΤΕΙ) ΚΑΒΑΛΑΣ. TECHNOLOGIKO EKPAIDEYTIKO IDRYMA TEI KAVALAS – KAVALA INSTITUTE OF TECHNOLOGY - www.teikav.edu.gr • Poland – Bydgoszczy. Wyższa Szkoła Gospodarki w Bydgoszczy. University of Economy in Bydgoszcz www.wsg.byd.pl © Banku augstskola, Jānis Hermanis 4 This year IP topic • Data Science • Data Scientist – The Sexiest Job of the 21st Century – Person who is better at statistics than any software engineer and better at software engineering than any statistician • Keywords – Data, Big Data, Business Intelligence, Business Analytics, Statistics, Predictive Analytic, Visualization, Results as Solutions for Problems, Startup, Hackathon, Teamwork, Experience, Two Intensive Weeks, … © Banku augstskola, Jānis Hermanis 5 Practical and organizational things • Project dates – From Sunday, March 30th (arriving day) – Till Saturday, April 12th (departure day) • Where? – Here, Riga, Latvia, BA School of Business and Finance (SBF) • Closest airport – Riga International Airport (RIX) © Banku augstskola, Jānis Hermanis 6 About project budget • • • • Total budged is 63 985.80 EUR Administrative part of budget - 5330 EUR Travel part - 32 300 EUR Accommodations/Subsistence - 26 355.80 EUR © Banku augstskola, Jānis Hermanis 7 Number of Students and Teachers • 50 students = 5 from Riga and 45 (5 x 9) from others • Max 2 teachers from each school. One to first week, other to second week. – Ideal situation, if teacher stay here whole two week – If you are two, then please stay here whole week and change each other in weekend (Saturday/Sunday) – it’s my wish © Banku augstskola, Jānis Hermanis 8 Travel budget • Project will pay 100% of your travel costs, if you are in the limit (depends of country) • Travel cost include whole way from participators home to hotel in Riga and back – Train, bus, public transport tickets (in home, in Riga) – Taxi (in home, in Riga) – Airplane, bus (Vilnius perhaps) recipe – Ferry.. © Banku augstskola, Jānis Hermanis 9 Travel budget - procedure 1. You, your school pay for yours teachers and students 2. You collect all recipes, bills, others documents 3. You fill Travel Expense Claim – I show you this form 4. Your school send to us (SBF) filled un signed Travel Expense Claim and copies of all supporting documents 5. Then based on this documents SBF will transfer money to your school bank account © Banku augstskola, Jānis Hermanis 10 Travel budget – limits per one person From Lithuania Belgium Portugal Finland Netherland Greece Denmark Poland Max travel cost/one person. From home to Riga (hotel) and back to home. In EUR 250 500 600 400 500 1000 500 400 © Banku augstskola, Jānis Hermanis 11 Travel budget – supporting documents • Boarding passes • All tickets (taxi, public transport, airplane) with cost amount and price. For example 5 persons by 10 EUR, total 50 EUR • Lending agreement between you and your institutions if you are using your own car and: – signed order from Head of school to use your car with included info about vehicle and fuel rule – Fuel bill © Banku augstskola, Jānis Hermanis 12 Travel budget - important • If your school buy airplanes tickets for all of you, if you buy tickets from travel agency, if you make some contracts between your school and travel company, please include in all of this documents IP project number • Nr. 2013-1-LV1-ERA10-05534 • If you buy tickets by yourself – this not a problem, also for train, bus, taxi tickets © Banku augstskola, Jānis Hermanis 13 Travel budget… • Doesn't include travel insurance and denial of transaction costs • Questions? © Banku augstskola, Jānis Hermanis 14 Subsistence budget • Without problems • You will just arrive to your hotel, both teachers and students • Breakfast will be in your hotels each morning in your stay period here • Lunch will be served each working day • Other costs from your own money © Banku augstskola, Jānis Hermanis 15 Leisure-time activities • We will arrange something: – European aperitif – On the Saturday. We have several ideas, but this is in progress and depends of budget – One evening nightclub, club organized by BASP (SBF students council) – Riga explorer evening – Others evenings?????!??!???!??????!!!!! – Farewell dinner © Banku augstskola, Jānis Hermanis 16 Students selections • Goals is perfect ratio between Business and ICT students will be 2:3; ~20 to ~30 students; 4 to 6 HEI • Is this real? Who is who? Our situation! Calculations? Suggestions! Options! © Banku augstskola, Jānis Hermanis 17 Students selections - profile • Ideal situation: second or third study year bachelor student from – More business oriented study programs – More ICT oriented study programs • Not only men • Responsible persons • … © Banku augstskola, Jānis Hermanis 18 Students selections - deadline • Till 15.02.2014 I need from you filled statistics form with students name and other info • Same date 15.02.2014 – info about teachers, who, how log will stay and statistics info in the form © Banku augstskola, Jānis Hermanis 19 Students selections – contract between your school and student • It is up to you… © Banku augstskola, Jānis Hermanis 20 Working day lunch • By 95% sure – SBF Canteen • All 10 working days • Lunch time from 13:00 – 14:30. Not to long? © Banku augstskola, Jānis Hermanis 21 Hotels • According to Latvian law, we must make the procurement procedure and winner is lowest price vendor • It is in the process… • I hope hotels for teachers will be Alber Hotel or PK Riga Hotel, but… • For students: – Hotel or Hostel – Idea is accommodation max 15 min away from SBF. That mean: we don't need local transport tickets. What you think? © Banku augstskola, Jānis Hermanis 22 Everyday transport solutions • If students live 15 min away from SBF, they don’t need transport • For teachers?! 20 rides ticket cost 9 LVL or more from the next year. I'm not sure about including this in budget, but… • Anyway from next year one ride ticket will be cost 1.20 EUR © Banku augstskola, Jānis Hermanis 23 Cultural, social, evenings activities (no official) • Depends of what will happens in Riga • Anyway we will inform about interesting activities or events © Banku augstskola, Jānis Hermanis 24 IP Case – in progress (~80%) • Transport, roads, speed, drivers disciplines, accidents problems in Latvia • Data offers: – Latvian State Roads http://lvceli.lv/eng/ (it is confirmed) – online traffic data from Latvia roads http://www.lvceli.lv/traffic/ – Road Traffic Safety Directorate http://www.csdd.lv/eng - accidents statistics are in the public offer http://www.csdd.lv/lat/noderiga_informacija/statistika/ – Latvian Environment, Geology and Meteorology http://www.meteo.lv/en/ - historical weather data from here (public data) http://www.meteo.lv/meteorologija-datu-pieejamiba/?nid=462 – Waze. Data from community-based traffic and navigation app. We are in the progress to understanding how to collect this data © Banku augstskola, Jānis Hermanis 25 IP Case – Data Offers 1. Latvian State Roads http://lvceli.lv/eng/ (it is confirmed) – online traffic data from Latvia roads http://www.lvceli.lv/traffic/ 2. Road Traffic Safety Directorate http://www.csdd.lv/eng accidents statistics are in the public offer http://www.csdd.lv/lat/noderiga_informacija/statistika/ 3. Latvian Environment, Geology and Meteorology http://www.meteo.lv/en/ - historical weather data from here (public data) http://www.meteo.lv/meteorologija-datupieejamiba/?nid=462 4. Waze. Data from community-based traffic and navigation app. We are in the progress to understanding how to collect this data © Banku augstskola, Jānis Hermanis 26 IP Case – main goal • Building a predictive model for understanding what will be happens un Latvia roads if, something happened (snow, traffic jam, accident,...) • Understand, which factor reduce accidents on the roads, killed people,... • ... © Banku augstskola, Jānis Hermanis 27 IP Case – final product/deliverable • Model, which can be seen as: –Web page –App –Chart –Excel sheet –...????!!?! © Banku augstskola, Jānis Hermanis 28 Concept, Guidelines, CRISP-DM Cross Industry Standard Process for Data Mining. © Banku augstskola, Jānis Hermanis 29 Planed IP Activities • That, what was wrote in project proposal are here http://dasbug2014.com/project-info/shedule/ • Actually we can’t made lots of changes here, because Agency, maybe, will check what is happened • But of course we can include in the necessary content in our lectures • Your suggestions!!!! © Banku augstskola, Jānis Hermanis 30 Who will explain what? Responsibilities... • • • • • • Case Data Lectures Monitoring team work Presentations of results .... • Suggestions!!!!!! © Banku augstskola, Jānis Hermanis 31 Software????!!!! • We have and we will: – – – – – MS Office SPSS Statistics SPSS Modeler Databases.... MS SQL??? Some Online tools • What we need more: – Your Suggestions (I prefer online tools or maybe OpenSource or with reasonable trial period) • Students have own tools!!!!!!! © Banku augstskola, Jānis Hermanis 32 Web and Social activities • Project web page – http://dasbug2014.com • Facebook group – ... Will be created • Twitter account – http://twitter.com/dasbug2014 (not yet) • Moodle (no problems) • Flickr? – we need? • Instagramm,... © Banku augstskola, Jānis Hermanis 33 Rooms for lecturing and practical work • Left side from 5th floor will be for us. Included computer room (501) with 34 places, two rooms for teamworks (502 and 503). For lecturing conference hall or room 102, depends of load • Library • Canteen • Street • ………………………………………………………………….. © Banku augstskola, Jānis Hermanis 34 Contracts between SBF and IP partners • Not yet ready, but we will send to you ASAP contract project • If is OK, then signature and stamp from your head office and send back • Perhaps during the IP you receive signed copy form us, but maybe we will send back earlier © Banku augstskola, Jānis Hermanis 35 Discussion about the next academically year projects • Dr. Sandra Kraže will introduce us with latest news in ERASMUS+ area • She is smart © Banku augstskola, Jānis Hermanis 36 That is all © Banku augstskola, Jānis Hermanis 37 EURO • From 01.01.2014 Latvia will join to Eurozone © Banku augstskola, Jānis Hermanis 38