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<|begin_of_text|><|start_header_id|>system<|end_header_id|>State whether the course can be attended by Erasmus+ and other exchange students.<|eot_id|><|start_header_id|>user<|end_header_id|>Can the CRYPTOGRAPHY course be attended by Erasmus+ and other exchange students?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be attended by Erasmus+ and other exchange students.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help UNIPD students by providing accurate answers to their course-related questions based on the given information. Stick to the facts provided in the input and output. For Example: Enumerate the key subjects and concepts taught in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the main topics covered in the COMPUTABILITY course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Algorithms and effective procedures, register machines (URM), partial recursive functions, equivalences between computational models, Church's thesis, enumeration of computable functions, diagonalization techniques, decidable and undecidable problems, Rice and Rice-Shapiro theorems, recursive and recursively enumerable sets, functionals, recursive definitions, Myhill-Sheperdson's theorem, and first and second recursion theorems are the main topics covered.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to assist students of the University of Padova(UNIPD) by answering specific questions related to their courses based on provided information. Avoid adding information not given.For Exampl; Provide the specific course code and academic year.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the course code of the RUNTIMES FOR CONCURRENCY AND DISTRIBUTION?<|eot_id|><|start_header_id|>assistant<|end_header_id|>the SCQ0093640, A.A. 2024/25<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance :Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the PROCESS MINING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Nowadays, every middle- or large-sized organization follows procedures and processes that are highly standardized when providing goods and services to customers. This allows obtaining better service levels and higher efficiency.The formal modelling of these processes is used as input for information systems (e.g., SAP or ERP systems) that automatically self-configure to comply and function in accordance with these process models.This course aims to introduce and study concepts, methods, and techniques to model, analyze and improve business processes. More efficient business processes lead to more efficient information systems, which, in turn, allow organizations to provide better services and higher-quality goods.The course can conceptually be broken down in three parts:1) In the first part, the course will introduce the principle and languages to model business processes.2) In the second part, the largest, the course will introduce techniques for the analysis of business processes. These techniques are based on Process Mining. Process Mining aims to leverage on transactional data of the organizations (a.k.a. event logs) to analyze and improve business processes. Process Mining uses the information in the event logs to discover how processes are REALLY executed, unveiling the violations of protocols and regulations, the inefficiencies, and every criticality that can endanger the executions of the processes themselves. While traditional Business Intelligence techniques are based on interviews and questionnaires with process' actors, Process Mining is integral part of Data Science: the subjective of the process actors is replaced by the objectivity of the conclusions drawn from the actual process' data.3) The ultimate goal of Process Mining is to put forward concrete actions that can improve the processes, both from the viewpoint of the adherence to the current norms and from an efficiency viewpoint.In the third part of the process, the insights obtained via process Mining are used to build simulation models of the business processes that are digital twins of the real processes. These digital twins mirror the behaviour of the real processes, in every aspect (temporal characteristics and constraints, decisions, manipulated data, resources, etc.). Simulation models (the digital twins) show the advantage that it is possible to simulate variants of these processes and measure the impact on the process' performances, without actually changing the real processes, thus reducing the costs and risks to execute alternative processes that might be more expensive and less efficient than the original ones.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the language of instruction for the MOBILE PROGRAMMING AND MULTIMEDIA course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide accurate and direct answers to students' questions about UNIPD courses based on the given information. Do not refer to your own knowledge.For example;Describe the prerequisites required for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which prerequisites should students be familiar before taking the DATA MINING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Basic knowledge of Computer science, Databases. Basic knowledge of Probability and Statistics is useful although not essent<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to assist students of the University of Padova(UNIPD) by answering specific questions related to their courses based on provided information. Avoid adding information not given.For Example: Provide the specific course code and academic year.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the course code of the MATHEMATICAL MODELS AND NUMERICAL METHODS FOR BIG DATA?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course code is SCP7079406, A.A. 2024/25.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help students at the University of Padova by accurately answering their course questions based on the provided data. Avoid adding any details not given.For Example:Specify the types of exams used to assess students.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the methods of examination for the LANGUAGES FOR CONCURRENCY AND DISTRIBUTION course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Class exercises, solution and oral discussion of some advanced exercises, presentation on a theme choosen by the student. Among the options, there is the possibility of realizing a small project.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your role as the official chatbot of the University of Padova involves assisting students with inquiries related to the master's degree in computer science program. Example: Mention the recommended textbook of the course and its details.<|eot_id|><|start_header_id|>user<|end_header_id|>Which textbook is recommended for the START-UP IN ICT course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Not mentioned.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide the specific dates for the beginning and conclusion of the course activities.<|eot_id|><|start_header_id|>user<|end_header_id|>When does the PROCESS MINING course start and end?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Start of activities: 30/09/2024, End of activities: 18/01/2025.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>In which language is the WEB INFORMATION MANAGEMENT course taught?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help UNIPD students by providing accurate answers to their course-related questions based on the given information. Stick to the facts provided in the input and output. For Example:Enumerate the key subjects and concepts taught in the course<|eot_id|><|start_header_id|>user<|end_header_id|>What are the main topics covered in the STRUCTURAL BIOINFORMATICS course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is structured around the following topics:- Introduction to chemistry, organic chemistry, and biochemistry- Structure and function of proteins- Thermodynamics of protein folding- Experimental methods for structure determination- Biological databases- Structure visualization with PyMOL- Analysis and manipulation of protein structures using the BioPython library- Sequence-structure relationships in proteins and structural classification- Non-globular proteins, disorder, and structural repeats- Structural superposition and alignments- Methods for predicting structural features- Methods for predicting structure from sequence, including the CASP experiment- Introduction to molecular dynamics<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Indicate if the course can be chosen as an optional unit in the degree program.<|eot_id|><|start_header_id|>user<|end_header_id|>The FUNCTIONAL LANGUAGES course can be chosen as an optional course unit in the degree program?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be chosen as an optional course unit.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer student questions about the University of Padova courses in master's degree in computer science using only the given data.For Example: State the form of assessment employed in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>what is the type of assessment in the course BIOINFORMATICS?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Mark<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Indicate if the course can be chosen as an optional unit in the degree program.<|eot_id|><|start_header_id|>user<|end_header_id|>Is the BIG DATA COMPUTING course available as an optional course unit?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be chosen as an optional course unit.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to assist students of the University of Padova(UNIPD) by answering specific questions related to their courses based on provided information. Avoid adding information not given.For Exampl; Provide the specific course code and academic year.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the course code of the SOFTWARE VERIFICATION?<|eot_id|><|start_header_id|>assistant<|end_header_id|>the SCQ0089515, A.A. 2024/25<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State whether the course can be attended by Erasmus+ and other exchange students.<|eot_id|><|start_header_id|>user<|end_header_id|>Can the BIOINFORMATICS course be attended by Erasmus+ and other exchange students?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be attended by Erasmus+ and other exchange students.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State the exact ECTS credit value for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>How many ECTS credits is the START-UP IN ICT course worth?<|eot_id|><|start_header_id|>assistant<|end_header_id|>6.0 ECTS credits.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your role as the official chatbot of the University of Padova involves assisting students with inquiries related to the master's degree in computer science program. Example: Mention the recommended textbook of the course and its details.<|eot_id|><|start_header_id|>user<|end_header_id|>Which textbook is recommended for the BIG DATA COMPUTING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>J. Leskovec, A. Rajaraman and J. Ullman, Mining Massive Datasets, 3rd Edition. Cambridge University Press, 2020<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide accurate and direct answers to students' questions about UNIPD courses based on the given information. Do not refer to your own knowledge. For example: Describe the prerequisites required for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which concepts should students be familiar as the prerequisites with before taking the MATHEMATICAL MODELS AND NUMERICAL METHODS FOR BIG DATA course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Written examination at the end of the course.Regular homework assignments during the lecture period will provide additional feedback and extra credits for the final exam.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your role as the official chatbot of the University of Padova involves assisting students with inquiries related to the master's degree in computer science program. Example: Mention the recommended textbook of the course and its details.<|eot_id|><|start_header_id|>user<|end_header_id|>Which textbook is recommended for the DEEP LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Goodfellow, Ian; Bengio, Yoshua; Courville, Aaron, Deep Learning. Cambridge: MA, MIT Press, 2016.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help students at the University of Padova by accurately answering their course questions based on the provided data. Avoid adding any details not given.For Example:Specify the types of exams used to assess students.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the methods of examination for the METHODS AND MODELS FOR COMBINATORIAL OPTIMIZATION course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Oral examination about course contents and homework on the application of optimization methods to solve realistic problems. Each student may chose to present a short project concerning a case study about models and exact/heuristic solution methods for a realistic application of combinatorial optimization.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>In which language is the KNOWLEDGE REPRESENTATION AND LEARNING course taught?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>In which language is the FUNCTIONAL LANGUAGES course taught?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Name the department overseeing the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which department is responsible for the MATHEMATICAL MODELS AND NUMERICAL METHODS FOR BIG DATA course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The Department of Mathematics.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to provide concise and accurate responses to student questions regarding the master's degree in computer science program at UNIPD. Stick strictly to the facts provided and avoid adding any extraneous details.For Example : State the number of teaching hours of the course and expected individual study hours<|eot_id|><|start_header_id|>user<|end_header_id|>How many teaching hours and hours of individual study are expected for the DATA MINING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Teaching hours: 48, Hours of individual study: 102.0.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to provide concise and accurate responses to student questions regarding the master's degree in computer science program at UNIPD. Stick strictly to the facts provided and avoid adding any extraneous details.For Example : State the number of teaching hours of the course and expected individual study hours<|eot_id|><|start_header_id|>user<|end_header_id|>How many teaching hours and hours of individual study are expected for the MOBILE PROGRAMMING AND MULTIMEDIA course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Teaching hours: 48, Hours of individual study: 102.0.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State the exact ECTS credit value for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>How many ECTS credits is the COMPUTABILITY course worth?<|eot_id|><|start_header_id|>assistant<|end_header_id|>6.0 ECTS credits.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State whether the course can be attended by Erasmus+ and other exchange students.<|eot_id|><|start_header_id|>user<|end_header_id|>Can the CYBER PHYSICAL SYSTEMS AND IOT SECURITY course be attended by Erasmus+ and other exchange students?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be attended by Erasmus+ and other exchange students.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>The IT SERVICE MANAGEMENT course is taught in which language?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>In which language is the WIRELESS NETWORKS FOR MOBILE APPLICATIONS course taught?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide accurate and direct answers to students' questions about UNIPD courses based on the given information. Do not refer to your own knowledge.For example:Describe the planned learning activities for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>what are the planned learning activities and teaching methods for the BIG DATA COMPUTING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Frontal lectures, use of students engagement platforms, seminars from selected experts, and activities related to the execution of the homeworks.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State whether the course can be attended by Erasmus+ and other exchange students.<|eot_id|><|start_header_id|>user<|end_header_id|>Can the IT SERVICE MANAGEMENT course be attended by Erasmus+ and other exchange students?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be attended by Erasmus+ and other exchange students.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide the specific dates for the beginning and conclusion of the course activities.<|eot_id|><|start_header_id|>user<|end_header_id|>The MOBILE PROGRAMMING AND MULTIMEDIA course starts and ends when?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Start of activities: 24/02/2025, End of activities: 14/06/2025.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State the exact ECTS credit value for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>How many ECTS credits is the METHODS AND MODELS FOR COMBINATORIAL OPTIMIZATION course worth?<|eot_id|><|start_header_id|>assistant<|end_header_id|>6.0 ECTS credits.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer student questions about the University of Padova courses in master's degree in computer science using only the given data.For Example: State the form of assessment employed in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>what is the type of assessment in the course BIOINFORMATICS?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Mark<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State whether the course can be attended by Erasmus+ and other exchange students.<|eot_id|><|start_header_id|>user<|end_header_id|>Can Erasmus+ and other exchange students attend the BIG DATA COMPUTING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be attended by Erasmus+ and other exchange students.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help UNIPD students by providing accurate answers to their course-related questions based on the given information. Stick to the facts provided in the input and output. For Example: Enumerate the key subjects and concepts taught in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the main topics covered in the MACHINE LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course will cover the topics listed belowIntroduction:When to apply Machine Learning techniques; Machine Learning Paradigms; Basic ingredients of Machine Learning.Learning Concepts:The complexity of the Hypothesis Space; Complexity Measures; Examples of Supervised Learning Algorithms;Decision Trees:Learning Decision Trees; Treatment of Numerical Data, Missing Data, Costs; Pruning Techniques and Derivation of Decision Rules.Probabilistic Learning:Bayesian Learning; Examples of Application to Supervised and Unsupervised Learning (clustering); Optimal Bayes classifier; EM.Neural Networks and Support Vector Machines:Introduction to Neural Networks; Classification Margin, Support Vector Machines for Classification and Regression, Kernel Functions.Application Issues:Classification Pipeline, Data Representation, and Selection of Variables; Model Selection; Clustering; Ensemble Learning; Recommender Systems.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your role as the official chatbot of the University of Padova involves assisting students with inquiries related to the master's degree in computer science program. Example: Mention the recommended textbook of the course and its details.<|eot_id|><|start_header_id|>user<|end_header_id|>Which textbook is recommended for the TYPE THEORY course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Bengt Nordström, Kent Petersson, Jan M. Smith, Programming in Martin-Loef's Type Theory. Oxford Uiniversity Press, 1990. available online in http://www.cse.chalmers.se/research/group/logic/book/P. Martin-Löf, Intuitionistic type theory. Notes by G. Sambin of a series of lectures given in Padua, June 1980. Bibliopolis, 1984<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Name the department overseeing the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which department is responsible for the MOBILE SECURITY course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The Department of Mathematics.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Explain the format or style of teaching employed for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What teaching methods are used in the NATURAL LANGUAGE PROCESSING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Face-to-face teaching.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance :Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the DATA MINING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The student is expected to obtain the following target skills and knowledge:- understanding the principles of data mining to handle datasets, also with high-dimensional features;- construction of an appropriate model for data analysis and prediction according to the specific data features;- data analysis with the R software, including graphical and modeling analyses;- critical interpretation and evaluation of the results;- capability of communicating the performed data analysis and the related conclusions.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide accurate and direct answers to students' questions about UNIPD courses based on the given information. Do not refer to your own knowledge. For example: Describe the prerequisites required for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which concepts should students be familiar as the prerequisites with before taking the WEB INFORMATION MANAGEMENT course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Each student must pass a written examination, and deliver a project. Above a certain minimum eveluation threshold, each student can optionally request an additional oral examination.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer student questions about the University of Padova courses in master's degree in computer science using only the given data.For Example: State the form of assessment employed in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>what is the type of assessment in the course DEEP LEARNING?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Mark<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to provide concise and accurate responses to student questions regarding the master's degree in computer science program at UNIPD. Stick strictly to the facts provided and avoid adding any extraneous details.For Example : State the number of teaching hours of the course and expected individual study hours<|eot_id|><|start_header_id|>user<|end_header_id|>How many teaching hours and hours of individual study are expected for the DEEP LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Teaching hours: 48, Hours of individual study: 102.0.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer student questions about the University of Padova courses in master's degree in computer science using only the given data. For Example: State the form of assessment employed in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the type of assessment in the course DATA MINING?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The type of assessment is The student is expected to obtain the following target skills and knowledge:- understanding the principles of data mining to handle datasets, also with high-dimensional features;- construction of an appropriate model for data analysis and prediction according to the specific data features;- data analysis with the R software, including graphical and modeling analyses;- critical interpretation and evaluation of the results;- capability of communicating the performed data analysis and the related conclusions..<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Confirm the availability of the course for single unit attendance.<|eot_id|><|start_header_id|>user<|end_header_id|>The FORMAL METHODS FOR CYBER-PHYSICAL SYSTEMS course can be attended as a Single Course unit under which option?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, it can be attended under the option Single Course unit attendance.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance :Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the TYPE THEORY course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The purpose of this course is to providea theoretical introduction to the THEORY OF DEPENDENT TYPES;an introduction to the use of a PROOF-ASSISTANT to develop proofs;applications of type theory to COMPUTER SCIENCE includingCORRECTNESS of FUNCTIONAL PROGRAMS;FORMAL CHECK of program correctness in a PROOF-ASSISTANT;applications of type theory to MATHEMATICS includingdevelopment of CONSTRUCTIVE PROOFSCOMPUTER AIDED PROOF VERIFICATION via a proof-assistantEXTRACTION of the COMPUTATIONAL content of PROOFS in CONSTRUCTIVE MATHEMATICS.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide the specific dates for the beginning and conclusion of the course activities.<|eot_id|><|start_header_id|>user<|end_header_id|>The START-UP IN ICT course starts and ends when?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Start of activities: 24/02/2025, End of activities: 14/06/2025.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State the exact ECTS credit value for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>How many ECTS credits are allocated to the ADVANCED TOPICS IN COMPUTER SCIENCE course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>6.0 ECTS credits.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide accurate and direct answers to students' questions about UNIPD courses based on the given information. Do not refer to your own knowledge. For example: Describe the prerequisites required for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which concepts should students be familiar as the prerequisites with before taking the MOBILE PROGRAMMING AND MULTIMEDIA course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The exam will require the development of a project and an oral test.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Name the department overseeing the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which department is responsible for the ECONOMICS AND MANAGEMENT OF INNOVATION course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The Department of Mathematics.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to provide concise and accurate responses to student questions regarding the master's degree in computer science program at UNIPD. Stick strictly to the facts provided and avoid adding any extraneous details.For Example : State the number of teaching hours of the course and expected individual study hours<|eot_id|><|start_header_id|>user<|end_header_id|>How many teaching hours and hours of individual study are expected for the NATURAL LANGUAGE PROCESSING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Teaching hours: 48, Hours of individual study: 102.0.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>State the exact ECTS credit value for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>The SECURITY AND RISK: MANAGEMENT AND CERTIFICATIONS course has how many ECTS credits allocated to it?<|eot_id|><|start_header_id|>assistant<|end_header_id|>6.0 ECTS credits.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Indicate if the course can be chosen as an optional unit in the degree program.<|eot_id|><|start_header_id|>user<|end_header_id|>Can the NATURAL LANGUAGE PROCESSING course be selected as an optional course unit?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be chosen as an optional course unit.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your role as the official chatbot of the University of Padova involves assisting students with inquiries related to the master's degree in computer science program. Example: Mention the recommended textbook of the course and its details.<|eot_id|><|start_header_id|>user<|end_header_id|>Which textbook is recommended for the SECURITY AND RISK: MANAGEMENT AND CERTIFICATIONS course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Not mentioned.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Indicate if the course can be chosen as an optional unit in the degree program.<|eot_id|><|start_header_id|>user<|end_header_id|>The WEB INFORMATION MANAGEMENT course can be chosen as an optional course unit in the degree program?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, the course can be chosen as an optional course unit.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>The FORMAL METHODS FOR CYBER-PHYSICAL SYSTEMS course is taught in which language?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help students at the University of Padova by accurately answering their course questions based on the provided data. Avoid adding any details not given.For Example:Specify the types of exams used to assess students.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the methods of examination for the BIG DATA COMPUTING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The exam consists of a number of programming homeworks, assigned approximately every 2-3 weeks and to be carried out in groups of 2-3 students, and of an individual written test comprising both theory questions and exercises.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide the specific degree program linked to the mentioned course unit.<|eot_id|><|start_header_id|>user<|end_header_id|>The RUNTIMES FOR CONCURRENCY AND DISTRIBUTION course unit is associated with which degree program?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Second cycle degree in COMPUTER SCIENCE.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide accurate and direct answers to students' questions about UNIPD courses based on the given information. Do not refer to your own knowledge.For example;Describe the prerequisites required for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which prerequisites should students be familiar before taking the ADVANCED ALGORITHMS course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Although there are no formal prerequisites, an undergraduate course in algorithms and a good knowledge of (discrete) probability are assumed.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help UNIPD students by providing accurate answers to their course-related questions based on the given information. Stick to the facts provided in the input and output. For Example: Enumerate the key subjects and concepts taught in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the main topics covered in the MACHINE LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course will cover the topics listed belowIntroduction:When to apply Machine Learning techniques; Machine Learning Paradigms; Basic ingredients of Machine Learning.Learning Concepts:The complexity of the Hypothesis Space; Complexity Measures; Examples of Supervised Learning Algorithms;Decision Trees:Learning Decision Trees; Treatment of Numerical Data, Missing Data, Costs; Pruning Techniques and Derivation of Decision Rules.Probabilistic Learning:Bayesian Learning; Examples of Application to Supervised and Unsupervised Learning (clustering); Optimal Bayes classifier; EM.Neural Networks and Support Vector Machines:Introduction to Neural Networks; Classification Margin, Support Vector Machines for Classification and Regression, Kernel Functions.Application Issues:Classification Pipeline, Data Representation, and Selection of Variables; Model Selection; Clustering; Ensemble Learning; Recommender Systems.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide the name and email of the lecturer responsible for the course<|eot_id|><|start_header_id|>user<|end_header_id|>Who is the lecturer in charge of the ADVANCED TOPICS IN COMPUTER SCIENCE course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The name and the contact information of the teacher in charge is not mentioned<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help UNIPD students by providing accurate answers to their course-related questions based on the given information. Stick to the facts provided in the input and output. For Example:Enumerate the key subjects and concepts taught in the course<|eot_id|><|start_header_id|>user<|end_header_id|>What are the main topics covered in the FUNCTIONAL LANGUAGES course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Part 1:Introduction to ML and functional languages: let-binding, immutability, lambda abstraction, applicationProgramming in F#: type inference, currying, pattern matching, tuples, listsProduct types vs sum types: records vs disjoint unions (algebraic types)Recursion: simple algorithms over lists and recursive data typesParametric polymorphism: advanced code reuse, parametric types, higher-order functionsPart 2:The Hindley-Milner type system: syntax and syntax-directed type rulesOperational semantics: reduction of expressions, values, environmentsInference rules: type variables, substitutions, unificationParametric let-polymorphism: generalization and instantiation of type schemesPart 3:Introduction and implementation of the project skeleton: an ML interpreter written in F#Representation of the AST, typing, evaluationPart 4:Introduction to Haskell: beyond parametric polymorphism with type classes and type constraintsOutline of monadic programming in HaskellFunctional aspects in mainstream imperative languages ​​(Java, C ++, Python): lambda, callbacks, function pointers, functional objects, closures<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Indicate whether attendance is compulsory or not.<|eot_id|><|start_header_id|>user<|end_header_id|>Is it mandatory to attend the START-UP IN ICT course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>No, attendance is not mandatory.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>In which language is the REAL-TIME KERNELS AND SYSTEMS course taught?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance: Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the WIRELESS NETWORKS FOR MOBILE APPLICATIONS course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Computer Networks<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Explain the format or style of teaching employed for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>The teaching methods used in the RUNTIMES FOR CONCURRENCY AND DISTRIBUTION course are what?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Face-to-face teaching.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance: Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the ARTIFICIAL INTELLIGENCE course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>It is opportune to know basic notions of Probability Theory, Programming, and Algorithms.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help students at the University of Padova by accurately answering their course questions based on the provided data. Avoid adding any details not given.For Example:Specify the types of exams used to assess students.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the methods of examination for the ARTIFICIAL INTELLIGENCE course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The student must overcome a written exam. Moreover, the student has the option to develop a project.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance: Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the DEEP LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>It is advisable to have the basic knowledge related to Probability, Programming, and Algorithms.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Name the department overseeing the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which department offers the KNOWLEDGE REPRESENTATION AND LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The Department of Mathematics.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer student questions about the University of Padova courses in master's degree in computer science using only the given data. For Example: State the form of assessment employed in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the type of assessment in the course ADVANCED ALGORITHMS?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The type of assessment is Advanced skills in the design and analysis of algorithms, including techniques for approximation and the use of randomization..<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Indicate whether attendance is compulsory or not.<|eot_id|><|start_header_id|>user<|end_header_id|>For the BIOINFORMATICS course, is attendance mandatory?<|eot_id|><|start_header_id|>assistant<|end_header_id|>No, attendance is not mandatory.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your role as the official chatbot of the University of Padova involves assisting students with inquiries related to the master's degree in computer science program. Example: Mention the recommended textbook of the course and its details.<|eot_id|><|start_header_id|>user<|end_header_id|>Which textbook is recommended for the METHODS AND MODELS FOR COMBINATORIAL OPTIMIZATION course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Not mentioned.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to be a virtual assistant for UNIPD that answers students' course-related questions using the provided data only. Do not include additional information.For Example: Explain the Assessment criteria of the course exam.<|eot_id|><|start_header_id|>user<|end_header_id|>What assessment criteria are used for the SOFTWARE VERIFICATION course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The oral examination focuses on a variety of exercises that the student must solve independently as a take-home exam. The software project focuses on some program verification tools.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance :Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the STRUCTURAL BIOINFORMATICS course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The goal of this course is to provide students with a foundational understanding of the structure and function of living organisms at the molecular level, as well as the key computational methods used to study them.Additionally, the course aims to equip students with the skills necessary to independently develop a research project in the field of structural bioinformatics.Students will learn how to identify open problems in the field, evaluate the current state of research, implement models and methods to address these problems, and critically analyze the results obtained. By the end of the course, students will have gained the knowledge and tools needed to make meaningful contributions to the study of living material, while also developing their research and critical thinking skills.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to be a virtual assistant for UNIPD that answers students' course-related questions using the provided data only. Do not include additional information.For Example: Explain the Assessment criteria of the course exam.<|eot_id|><|start_header_id|>user<|end_header_id|>What assessment criteria are used for the CRYPTOGRAPHY course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>For the first part (Prof. Mariconda; 6 ECTS): Two possible paths are envisioned: for those who attend and study regularly, a bonus is provided based on the outcomes of continuous assessment on individual or group homework to be used in an exam session in the first examination period after the course or in the three partial exams during the course, otherwise the assessment consists solely of the final exam. During the final written exam, the student must answer some questions related to the program covered and solve some exercises demonstrating an understanding of the course topics. The grade represents the final outcome for the teaching of Cryptography.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance :Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the WEB INFORMATION MANAGEMENT course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The main objective of this course is to provide a representative selection of advanced web technologies, in the broad field of information handling, so to have a high-level vision of the present web and of its future. We will look beyond the surface, showing the deep and intriguing connections between the technology and society worlds.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to assist students of the University of Padova(UNIPD) by answering specific questions related to their courses based on provided information. Avoid adding information not given.For Exampl; Provide the specific course code and academic year.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the course code of the ADVANCED TOPICS IN COMPUTER AND NETWORK SECURITY?<|eot_id|><|start_header_id|>assistant<|end_header_id|>the SCQ1098227, A.A. 2024/25<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide the specific dates for the beginning and conclusion of the course activities.<|eot_id|><|start_header_id|>user<|end_header_id|>When does the TYPE THEORY course start and end?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Start of activities: 24/02/2025, End of activities: 14/06/2025.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to provide concise and accurate responses to student questions regarding the master's degree in computer science program at UNIPD. Stick strictly to the facts provided and avoid adding any extraneous details. For Example: State the number of teaching hours of the course and expected individual study hours.<|eot_id|><|start_header_id|>user<|end_header_id|>How many teaching hours and hours of individual study are expected for the MACHINE LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course includes 48 teaching hours and 102 hours of individual study.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to assist students of the University of Padova(UNIPD) by answering specific questions related to their courses based on provided information. Avoid adding information not given.For Exampl; Provide the specific course code and academic year.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the course code of the START-UP IN ICT?<|eot_id|><|start_header_id|>assistant<|end_header_id|>the SCP7080377, A.A. 2024/25<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance :Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the CRYPTOGRAPHY course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>For the first part (Prof. Mariconda; 6 credits): The main goal of the first part of the course is to give an overview of the theoretical basis of the field in order to allow a critical study of the cryptographic protocols used in many applications (authentication, digital commerce). We will give first the mathematical basic tools (essentially from elementary and analytic number theory) that are required to understand modern public-key methods. After this, we will see how to apply this know-how to study and criticize some protocols currently used.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer student questions about the University of Padova courses in master's degree in computer science using only the given data. For Example: State the form of assessment employed in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the type of assessment in the course METHODS AND MODELS FOR COMBINATORIAL OPTIMIZATION?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The type of assessment is Use of decision support quantitative methods for modelling and solving combinatorial optimization problems. Application of mathematical and algorithmic tools for solving optimization problems of practical relevance by means of software packages and optimization libraries..<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide the name and email of the lecturer responsible for the course<|eot_id|><|start_header_id|>user<|end_header_id|>Who is the lecturer in charge of the BIG DATA COMPUTING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>ANDREA ALBERTO PIETRACAPRINA ([email protected]).<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer student questions about the University of Padova courses in master's degree in computer science using only the given data.For Example: State the form of assessment employed in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>what is the type of assessment in the course MOBILE PROGRAMMING AND MULTIMEDIA?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Mark<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to assist students of the University of Padova(UNIPD) by answering specific questions related to their courses based on provided information. Avoid adding information not given.For Example: Provide the specific course code and academic year.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the course code of the SELECTED TOPICS IN ALGORITHMS?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course code is SCQ3104063, A.A. 2024/25.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Confirm the availability of the course for single unit attendance.<|eot_id|><|start_header_id|>user<|end_header_id|>The MATHEMATICAL MODELS AND NUMERICAL METHODS FOR BIG DATA course can be attended as a Single Course unit under which option?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Yes, it can be attended under the option Single Course unit attendance.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to provide concise and accurate responses to student questions regarding the master's degree in computer science program at UNIPD. Stick strictly to the facts provided and avoid adding any extraneous details. For Example: State the number of teaching hours of the course and expected individual study hours.<|eot_id|><|start_header_id|>user<|end_header_id|>How many teaching hours and hours of individual study are expected for the CRYPTOGRAPHY course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course includes 48 teaching hours and 102 hours of individual study.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide the name and email of the lecturer responsible for the course<|eot_id|><|start_header_id|>user<|end_header_id|>Who is the lecturer in charge of the SELECTED TOPICS IN ALGORITHMS course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>MICHELE SCQUIZZATO ([email protected]).<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide accurate and direct answers to students' questions about UNIPD courses based on the given information. Do not refer to your own knowledge. For example: Describe the prerequisites required for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>Which concepts should students be familiar as the prerequisites with before taking the BIOINFORMATICS course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The examination will take place in written mode.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Provide accurate and direct answers to students' questions about UNIPD courses based on the given information. Do not refer to your own knowledge.For example:Describe the planned learning activities for the course.<|eot_id|><|start_header_id|>user<|end_header_id|>what are the planned learning activities and teaching methods for the BIOINFORMATICS course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course will include lectures and practicals. The teaching activity will be supported by resources made available on the e-learning platform Moodle. These resources include teaching material as well as tools for self-assessment. The motivation behind this implementation is the promotion of an activity of blended learning that would allow the student to learn, at least in part through delivery of content and instruction via digital and online media. When possible, the flipped classroom paradigm will be applied, thus reversing the traditional learning environment. Firstly the student learns the topics autonomously, then a thorough discussion will take place in the classroom, among the students and the teacher.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help UNIPD students by providing accurate answers to their course-related questions based on the given information. Stick to the facts provided in the input and output. For Example: Enumerate the key subjects and concepts taught in the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the main topics covered in the MATHEMATICAL MODELS AND NUMERICAL METHODS FOR BIG DATA course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>1. Ranking with eigenvectors• Recapitulation of important results from linear algebra• The vector iteration: calculation of dominant eigenpairs• Ranking of web pages: PageRank and Hits.2. Numerical methods for large scale linear systems• Krylov subspace methods for large eigenvalue problem: Arnoldi and Lanczos• Krylov subspace methods for sparse systems of equations: GMRES and MINRES• Krylov subspace methods for the computation of matrix functions3. Spectral graph theory• Graphs, the graph Laplacian, graph signals, the Cheeger constant• The graph Fourier transform, graph convolution, filtering and decomposition of graph signals• Dimensionality reduction with Laplacian eigenmaps• Centralities on graphs4. Clustering algorithms• k-center clustering and hierarchical k-center clustering• The k-means algorithm• Spectral clustering5. Low rank matrix approximations• Singular value decomposition (SVD): basic properties, numerical computation and best rank-k approximation• Principal component analysis and dimensionality reduction• Latent factor models and recommender systems• Matrix factorizations beyond SVD: Funk SVD and nonnegative matrix factorizations.6. Multiway Data Analysis• Tensors and tensor decomposition• Higher order singular value decomposition (HOSVD): definition and numerical computation• Applications: Face Recognition Using tensor SVD and Tensor Data Fusion• Kernel methods for data analysis<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Your task is to be a virtual assistant for UNIPD that answers students' course-related questions using the provided data only. Do not include additional information.For Example: Explain the Assessment criteria of the course exam.<|eot_id|><|start_header_id|>user<|end_header_id|>What assessment criteria are used for the KNOWLEDGE REPRESENTATION AND LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Students will be evaluated against critical knowledge of the course topics. The evaluation criteria consist of:50% Written exam: ability to present and apply the studied material.50% Project work: capability to apply the course content to practical problems.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance: Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the SOFTWARE VERIFICATION course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Basic knowledge of programming languages. Formally prerequisite courses are not required.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Answer the student's query based on the provided details. For instance :Describe the primary objective (target skill and knowledge) of the course.<|eot_id|><|start_header_id|>user<|end_header_id|>What is the main aim of the SOFTWARE VERIFICATION course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>This course aims to be an introduction to methodologies and tools used for designing the semantics, static analysis, and automatic verification of the behavior of programs and, more generally, of software systems. In particular, the main topics will be the formal semantics of programming languages and formal methods for static program analysis and verification.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Help students at the University of Padova by accurately answering their course questions based on the provided data. Avoid adding any details not given.For Example:Specify the types of exams used to assess students.<|eot_id|><|start_header_id|>user<|end_header_id|>What are the methods of examination for the KNOWLEDGE REPRESENTATION AND LEARNING course?<|eot_id|><|start_header_id|>assistant<|end_header_id|>Students’ knowledge and skills will be assessed through:- A written exam: students will be asked to solve exercises similar to the exercises illustrated in the lectures.- A project work: students will be asked to implement and evaluate one of the algorithms presented in the lectures or use a tool for logical/probabilistic inference to solve a practical problem.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Mention the language used for teaching the course.<|eot_id|><|start_header_id|>user<|end_header_id|>The SECURITY AND RISK: MANAGEMENT AND CERTIFICATIONS course is taught in which language?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The course is taught in English.<|eot_id|>
<|begin_of_text|><|start_header_id|>system<|end_header_id|>Name the department overseeing the course.<|eot_id|><|start_header_id|>user<|end_header_id|>The GAME THEORY course is under the responsibility of which department?<|eot_id|><|start_header_id|>assistant<|end_header_id|>The Department of Mathematics.<|eot_id|>