The Master in City & Technology’s academic structure is based on IAAC’s innovative, learn-by-doing and design-through-research methodology which focuses on the development of interdisciplinary skills. During the Master in City & Technology students will have the opportunity to be part of a highly international group, including faculty members, researchers, and lecturers, in which they are encouraged to develop collective decision-making processes and materialize their project ideas.
The MaCT01 students were tasked with training a model that would be used to predict NYC yellow taxi ride durations using machine learning. The dataset included pickup and drop-off datetimes, location coordinates and passenger count. Visualizing the data helped to understand the correlation between the columns and remove the highly correlated values Understanding the distribution … Read more
#Objective #A Kaggle Competition to MaCT01 students to show their knowledge, designing an end-to-end machine learning project to predict the “Trip Duration” of NYC Taxi trips. #Workflow #First of all a workflow hast do be developed, which represents a classic approach for training machine learning models, analysing the provided training data provided by the submission, … Read more
a story about Spanish festivals Does it possible to party all year long from festival to festival throughout Spain? The story starts from the New Year holiday at the 1st of January For the better clusterisation we will use administrative division of Spain in autonomous communities (comunidades) and provinces. Each province of Spain has its … Read more
An Exploration of the Epidemic of Femicide “How many more women must fall victims before we recognize that femicide is a real and pressing social problem that demands our attention? Despite its significance, many people are still unfamiliar with the term. Femicide is the ‘the intentional killing of a woman because of her gender‘. It … Read more
A Visual Story by: According to World Health Organization, 1/5 adolescents engage in some form of substance use. The Question of 100 School Phycologists: How planning could contribute towards the understanding of geographic patterns of substance use in order to distribute human resources all around the country? This visual story, seeks to explore the geographical … Read more
Objective The objective of the project is to create a database of stickers located in the district of Gotico, Barcelona by collecting geolocated photos, analyzing & sorting them by machine learning and further research to then create a framework for evaluating and improving local economy, artists and political movements marketing strategies. Strategy By collecting geolocated … Read more
Buildings are an intrinsic part of our lives, where we spend most of our time and unfold as human beings. However, through its different forms, the built environment is responsible for the majority of our energy consumption (around 40 %) and a primary source of greenhouse emissions GHG (around 36 %) (Anderson et al., 2015). … Read more
Some Japanese monk said “Eat well, work hard, and sleep well. This harmony is the basis of a good spirit.”From this maximum, I assumed the cities with a good work-life balance, have many delicious restaurants. Subject goal In this class, I make the graph from the open data by Pthon. Hypothesis There are many restaurants … Read more
Air pollution- the combination of outdoor and indoor particulate matter, and ozone– causes more than 7 million deaths each year (World Health Organisation) and it is considered to be one of the world’s largest health and environmental problems. The same data shows that 99% of the world population currently live in places with air quality … Read more
Understanding and analysing the existing Healthcare system of Barcelona with the help of open datasets available. This further helps us to understand the robustness, need and requirement to fill the gaps in the system if any with respect to their typologies and location as per districts Step 1: Documenting the distribution of different types of … Read more
Introduction As of 2021, the city of Barcelona has around 3.8 million vehicles (from cars to buses, cars, vans, etc.) circulating on its streets. Despite the efforts of the city council to better balance the motor urban mobility with the pedestrian flow throughout an urbanism model that puts people at the center, street accidents continue … Read more
This projects aims develop a workflow and representation of large spatial datasets, in this case by comparing the CO2 emissions per country in 2019 to the CO2 emissions during the peak of the covid era in 2020 – taking shutdowns and other global health measures into account. The five biggest contributors to CO2 emissions in … Read more
This project was carried out to support research on the relationship between bird populations and natural conditions in the province of Barcelona, Catalonia. In conclusion, the most frequently observed migratory bird Cattle Egret in the province of Barcelona was identified and the rainiest time of the year is spring (month – April) when its migrating … Read more
The case of Greece The air connections constitute critical components of the entire transportation industry in Greece. The geopolitical position of the country as well as its geographical features (mountainous landscape, islands and sea) make the air transport industry essential not only to the regional development and the growth of tourist activity, that comprises a … Read more
There are over 40,000 ZIP codes in the United States. Categorization by states and ZIP codes in order to compare data, find distinctive features and intercorrelations, and put data on map. VIsualization performed by Python, Plotly Express, Folium. In order to simplify tasks the dataset of 12 North East states is used.
Every February, film lovers would be expecting where would the Oscar Awards go to. Academy Awards, known as Oscar has gone through 94 years, encouraging the workers as well as the industry developing. When we go back to the data about Oscar and the film production industry, we can find some interesting facts. I collected … Read more
