SCIENTIFIC COMPUTING
Indice degli argomenti
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The course is annual and is divided into two parts. Part I is held in the first semester by prof. G.Giunta, Part II is held in the second semester by Prof. M. Rizzardi.
The final exam is unique. Attending students are allowed to take the exam as two exams (exam-Part I and exam-Part II). The calendar of the exam-Part I appears below (and does NOT appear in the ESSE3 portal). The calendar of the exam-Part II coincides with that of the complete exam and appears on the ESSE3 portal. Only for the exam-Part II it is necessary to book in ESSE3.
Scientific Computing - Part I
Data Science and Simulations - 6 cfu (prof. Giulio Giunta)Lessons are held face to face.
All the lessons of the past academic year 2021/22 have been recorded and can be seen via Microsoft TEAMS - Teams code of the lessons of prof. Giunta: 5612r12Prof. G. Giunta, room 420, email: giulio.giunta@uniparthenope.it, phone: 0815476546. Office hours (only online): Friday 2:30pm - 3:30pm. Please send an email for fixing an online meeting. Microsoft TEAMS code: 69vk37a
Teaching Assistant P. De Luca, room 435, email: pasquale.deluca@collaboratore.uniparthenope.it ; deluca@ieee.org; pasquale.deluca@uniparthenope.it
To book the exam-Part I, send an email to prof. Giunta.
Next exams-Part I (prof. G. Giunta, room 420): Sept. 27, 2023 at 12:00, Oct 18, 2023 at 12:00, Nov 22, 2023 at 12:00, December 20, 2023 at 12:00; January 22, 2024 at 10:00; February 27, 2024 at 10:00; March 13, 2024 at 10:00; April 18, 2024 at 10:00. The reservation must be made four days in advance, exclusively via email to the teacher (the exam-Part I cannot be booked on ESSE3). The order of arrival of the email will be the order of the exam calendar. Each booked student will receive an email with the day and time of their exam. The exam-Part I will be held in person (the online mode is reserved for students with frailty. The online exam takes place via Microsoft TEAMS. The Teams code for the exam-Part I is ged324m).
More information on the exam Part 1: the student can decide to take the exam either in written or oral form. Typically it consists in answering five questions: three questions on Numerical Linear Algebra (such as "scalar product and its properties", matrix-matrix multiplication and its interpretations", “properties of QR /SVD factorization”, “ properties of orthogonal matrices and orthogonal projections”, “ Principal Components Analysis and SVD”,…); one question on Minimization (such as “Properies of the gradient and Gradient Descent Methods”, “Stochastic Gradient Descent”, “Non Linear Least Squares”,…); one miscellaneous question (such as "Page Rank algorithm", “Markov Chains”, “Automatic Differentiation”,…). Written exam questions from the latest exams can be found in the "written exam" folder in the course team on Microsoft Teams.
Teaching material consists of video-lessons recorded in real time (via Teams, all lessons, AA 2021/2022 and AA 2023/24), slides of the lessons (all lessons), On-Line Tutorials (Matlab Live Editor files) which make up the laboratory part of the course, Matlab files of the programs developed in the course.
Video lessons of AA 2023/24 are available clicking here .
The teaching material is also availabl on the Team (teams code 5612r12) of the Course (File - Course material - Matlab files).
A recommended in-depth text is "Linear Algebra and Learning from Data", by G. Strang, Wellesley-Cambridge Press 2019. -
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Scientific Computing - part 2
(NEW 2023) go to course page (use the following link):
Corso: SCIENTIFIC COMPUTING - part 2 (EN - since A.Y. 2022-2023) (uniparthenope.it)
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