IoT & Data Science Bootcamp
Campus Bio-Medico University of Rome is proud to present its full-immersion, residential Bootcamp in Cambridge (UK), bringing you a three-week course in the fields of IoT and Data Science. Why does our Bootcamp provide a unique opportunity? 120-hour programme in a cutting-edge field A programme designed in collaboration with Cambridge University instructors, supervisors and trainers Industry partners What are the aims of the Bootcamp? To introduce participants to foundations of IoT and to the main tools and methods of data science through lectures, seminars, group work and hands-on tutorials To provide practical industry experience using real case-studies from our partner businesses through a week-long hackathon leading to an internship To give core-skills training to develop communication and presentation skills, time and project management skills, collaboration and leadership skills Topics Week1: IoT Platforms: an overview Set up the board, configure and use it Programming on IoT devices Communicating with other devices through pins Connecting to the Internet Exchanging data Interacting with online services via API Interacting with sensors Interacting with actuators Week2: An introduction on Data Analytics - what is machine learning? Performance estimation and experiment design Data wrangling Exploratory data analysis - descriptive statistics and correlation Linear regression Logistic regression k Nearest Neighbours Support Vector Machines Decision trees Clustering Feature selection Time series analysis and forecasting Week3: Hackathon Hackathon using industry real-life case-studies Week 1,2,3: Communication and presentation skills Time and project management skills Collaboration and leadership skills Location The Bootcamp will be hosted by Hughes Hall College, one of the 31 prestigious Colleges of the University of Cambridge (UK). The college is centrally located and close to all amenities. The Bootcamp will be a residential camp, which means that participants will live and study at Hughes Hall College for the duration of the camp in order to have a full-immersion experience.