Dátová veda a jej aplikácie

Ľubomír Antoni a kol.

More info

In university textbooks, we present the history of data science, basic concepts in artificial intelligence, machine learning, or deep learning. We describe the relationships between data science and other disciplines and summarize the tasks of the data scientist. We present an overview of university subjects in the field of data science, which were created and innovated at Slovak universities within the national project IT Academy - Education for the 21st Century. We present extended subject annotations, application examples and case studies using various methods in the field of data science. University textbooks are intended for students of bachelor's, master's, engineering and doctoral study programs in computer science, but also in non-informatics fields.

Download e-book for free (pdf)

Quantity

978-80-8152-917-7

Data sheet

Formát:
E-kniha (pdf)
Autori:
Dušan Šveda, Jozef Kapusta, Martin Drlík, Michal Munk, Ľubomír Benko, Martin Vozár, Vladimír Siládi, Michal Vagač, Peter Jankovič, Miroslav Kvaššay, Michal Kvet, Michal Varga
Ľubomír Antoni, Ján Paralič, Peter Butka, František Babič, Martin Sarnovský, Peter Bednár, Peter Gurský, František Galčík, Miroslav Opiela, Ondrej Krídlo, Miron Kuzma, Erik Bruoth, Juraj Šebej, Tomáš Kekeňák, Gabriela Andrejková,
Typ dokumentu:
vysokoškolský učebný text (skriptá)
Počet strán:
188
Dostupné od:
20.10.2020
Rok vydania:
2020
Vydanie:
1. vydanie
Jazyk publikácie:
slovenčina
Fakulta UPJŠ:
Prírodovedecká fakulta
Poznámka:
Tento projekt sa realizuje vďaka podpore z Európskeho sociálneho fondu v rámci Operačného programu Ľudské zdroje. Spracované s finančnou podporou národného projektu IT Akadémia – vzdelávanie pre 21. storočie
Licencia:
CC BY (Uveďte autora)
- Free for download

16 other products in the same category:

Exactly Solvable Models in Statistical Physics

E-book

E-book

Jozef Strečka

Over the past fifteen years, the course on ’Exactly Solvable Models in Statistical Physics’ has become an indispensable ground of the study programme ’Theoretical Physics’ at Faculty of Science of Pavol Jozef ˇSaf´arik University in Koˇsice. At first, the course based on the first edition of this textbook was intended for undergraduate students only, however, I have later prepared follow-up course taught at a postgraduate level on demand of several ambitious students who wished to continue in studying this exciting research field. It is already more than decade when our students enrolled in the study programme ’Theoretical Physics’ graduate from ’Introduction to Exactly Solvable Models in Statistical Physics’ at a master level and ’Exactly Solvable Models in Statistical Physics’ at a postgraduate level. Of course, it was necessary somehow to rearrange topics for the courses of undergraduate and postgraduate students. More specifically, a few more challenging topics concerned with exact solutions of 2D Ising model (chapter 3) were moved to a more advanced course intended for the postgraduate students, while an introductory course intended for the undergraduate students was contrarily supplemented with a few new topics requiring the second edition of this textbook. The second edition of this textbook thus contains a completely new chapter 4 devoted to the exact solution of the Ising model on the Bethe lattice using the method of exact recursion relations, while the chapter 5 was supplemented by exact results for ground state of a few frustrated Heisenberg spin models using the variational method. It is my hope that the next edition of this textbook will come soon and it will involve all topics specifically taught within the postgraduate course as well. 

Download the e-book for free  (pdf)

Výpočtová a kognitívna neuroveda II (Návody na...

E-book

E-book

Norbert Kopčo

Neuroscience is an interdisciplinary field of science at the interface of biological, psychological and computer sciences, which aims to describe the functioning of the brain and mind. Computational and cognitive neuroscience are subfields of neuroscience focused on the study of information processing in the human and animal nervous systems, and on the theoretical description of the brain and mind. This university textbook contains several assignments that provide an overview of the methods used in computational and cognitive neuroscience, with an emphasis on mathematical modeling and on the behavioral study of cognitive processes. The textbook builds on the author's previous works.

Download e-book for free (pdf)

Študentská vedecká konferencia PF UPJŠ 2017

E-book

Katarína Cechlárová • Eva Pitoňáková (eds.)

Zborník abstraktov príspevkov účastníkov Študentskej vedeckej konferencie PF UPJŠ v Košiciach, ktorá sa konala 26. apríla 2017.

Už po piaty raz vychádza zborník zo Študentskej vedeckej konferencie (ŠVK) na Prírodovedeckej fakulte Univerzity Pavla Jozefa Šafárika v Košiciach. Teší nás, že ŠVK je pevnou súčasťou života fakulty a výkladnou skriňou kvality poskytovaného vzdelávania. V roku 2017 sa ŠVK konala v rámci tradičných Prírodovedeckých dní dňa 26. apríla 2017. Vystúpilo na nej 105 študentov Prírodovedeckej fakulty. Príspevky boli zaradené do 15 sekcií, ktoré navyše dopĺňala otvorená súťaž v programovaní, do ktorej sa zapojilo 17 študentov a finále súťaže IHRA, v ktorej súťažilo 27 tímov z celého Slovenska.

Abstrakty príspevkov prezentované v tomto zborníku dokumentujú, že na PF UPJŠ získavajú študenti poznatky a vedomosti zo svojho odboru nielen teoretickým štúdiom jednotlivých disciplín, ale aj aktívnym zapojením sa do riešenia čiastkových vedeckých problémov, ktoré sú súčasťou výskumných zámerov na ústavoch PF UPJŠ. Abstrakty príspevkov predstavujú svojim spôsobom aj prehľad o vedeckej aktivite na fakulte, ktorý, veríme, bude zaujímavý aj pre širšiu verejnosť.

doc. RNDr. Gabriel Semanišin, PhD.
dekan fakulty

Download the e-book for free (pdf)

Aproximačné a pravdepodobnostné algoritmy

E-book

Ondrej KrídloGabriel Semanišin

Pre informatikov je neustálou výzvou hl’adat’ efektívne algoritmy, prípadne rôzne technické a implementačné možnosti vylepšenia výpočtovej zložitosti v súčasnosti známych algoritmov. Čiastočné riešenia ponúkajú napr. gridové prístupy a paralelizácia výpočtu. Vel’kým, ale zatial’ nenaplneným prísl’ubom, sú kvantové počítače. Z teoretického hl’adiska vel’mi dobré riešenia ponúkajú pravdepodobnostné a aproximačné prístupy. A práve nimi sa chceme podrobnejšie zaoberat’.

Tieto elektronické vysokoškolské učebné texty sú doplnkovým učebným textom k predmetu Aproximačné a pravdepodobnostné algoritmy. Učebné texty vznikli z podkladov autorov a prof. RNDr. Viliama Gefferta, DrSc., ktorému autori d’akujú za poskytnutie rukopisu. Rovnako pod’akovanie patrí aj RNDr. Jánovi Katreničovi, PhD., ktorý zostavil prvú sériu úloh na cvičenia k danému predmetu, a Žanete Semanišinovej, ktorá prečítala vel’kú čast’ textu a prispela svojimi návrhmi k jeho vylepšeniu.

Download the e-book for free (pdf)

Názvoslovie organických zlúčenín

E-book

E-book

Miroslava Martinková

This electronic material provides the basic principles of creating a systematic nomenclature of organic compounds, from the simplest hydrocarbons to the more complicated nomenclature of carbohydrates. For some groups of derivatives, alternative ways of generating system names are also mentioned, as well as the most common trivial names that are still in use in the literature and in practice, in some cases being the characteristic (dominant) ones. In the introductory section, the basic rules to be respected when writing names of organic compounds are discussed. This document is intended primarily for interdisciplinary undergraduate and graduate students as support material for the courses Organic Chemistry and Selected Chapters in Organic Chemistry and Biochemistry. In the final section of this document, solved examples are given so that the student can check how the rules for forming the names of organic compounds have been understood.

Download e-book for free (pdf)

ANATOMICKÉ TERMÍNY PRE JEDNOODBOROVÉ A...

E-book

Juraj ŠevcFilip Mochnacký

Students studying biology as the single-subject or as a part of two-subject programs on various faculties of sciences are often encountered with the problem, how to limit the topics in the subject Human anatomy. This List of anatomical terms is aiming to help the non-medical students to get acquainted with the extensive anatomical nomenclature and to optimize the number of anatomical terms, which should be memorized, to preserve the sufficient capacity of the students for another knowledge of the field of systemic, comparative, developmental and functional anatomy. The emphasis on the arrangement of individual anatomical terms into the logical units supports the hierarchical view on the architecture of the human body. Despite the common opinion, anatomical nomenclature represents a framework, which is during the further study gradually enveloped with the knowledge of more or less related disciplines concerning with the human body and its biological processes. Moreover, besides this ambition, which exceeds the area of the human anatomy, this List of anatomical terms continues the long tradition with respect to the valid Latin and Slovak anatomical terminology.

Download the e-book for free  (pdf)

The 5th International Conference on...

E-book

Veronika NiščákováIvana Šišoláková (eds.)

Abstracts of the 5th Intemational Conference Nanomaterials: Fundamentals and Applications (NF A) 2021 is the contributions summary of the conference participants. The conference will feature four invited lectures and ten registered lectures. This conference is a tool for creating a dialogue between experts in the field of nanomaterials, their use and overall application in various fields. Papers in the proceedings are thematically divided into 6 areas. All contributions are highly professional and interesting and can contribute to further creative scientific work.

Download the e-book for free  (pdf)

Spring Electrochemical Meeting. Book of Abstracts.

E-book

Jana Shepa (ed.)

The book of abstracts from the second year of the international conference Spring electrochemical meeting is composed of contributions from the participants of this student conference. The conference consisted of one invited lecture and ten competing student lectures. The message of this meeting is to create a dialogue between students of electrochemistry and the mutual exchange of knowledge. All contributions are professionally processed and inspiring.

Download the e-book for free (pdf)

Praktikum z molekulového modelingu

E-book

Ladislav Janovec

An enormous progress in computer technology, closely linked with advances in computational chemistry, has enabled the user to exploit the principles of quantum chemistry to elucidate the chemical phenomena. Computational chemistry is the branch of science that requires, except an academic knowledge, software skills to fully exploit a potential of theoretical methods. The aim of this textbook is to help the user take the legendary first step in the field of computational chemistry to opening a new horizon of knowledge.

Download the e-book for free (pdf)

School of XFEL and Synchrotron Radiation Users...

E-book

E-book

Jozef Bednarčík (ed.)

The SFEL school is continuation of the Winter Schools of Synchrotron radiation held in 2011, 2013, 2014 and SFEL 2017, 2018 and 2019. All schools of the series were held here, in Liptovský Ján, where our conference venue offers conditions for friendly and creative atmosphere. The aim of the SFEL 2022 school is to facilitate the growth of a new Slovak research community with high expertise in the area of high-efficiency RTG laser, synchrotron and neutron sources. The SFEL school is designed for efficient transfer of the rapidly developing know-howin these areas to young generation – researchers and university students. The next aim of the SFEL2022 is strengthening of personal connections between the local Slovak research community and actually forming scientific teams of XFEL users, scientific teams of synchrotron or neutron sources users, respectively. Slovak research community thus can take advantage of the fact that Slovakia is a shareholder of the European XFEL GmbH company in Hamburg, but also makes more efficient use of other closely related scientific facilities, including ILL and ESRF in Grenoble and DESY in Hamburg.

Download the e-book for free (pdf)

Základné fyzikálne praktikum III.

E-book

E-book

Janka Vrláková - Stanislav Vokál

Atómová a jadrová fyzika sú pomerne mladé vedecké disciplíny tvoriace záverečnú časť všeobecného kurzu fyziky na PF UPJŠ. Ich cieľom je výklad podstaty základných fyzikálnych vlastností atómov, atómového jadra a elementárnych častíc.
To je aj obsahom prednášok a cvičení „Všeobecná fyzika IV“ v 2. ročníku bakalárskeho stupňa štúdia fyziky na Prírodovedeckej fakulte (PF) Univerzity P.J. Šafárika (UPJŠ) v Košiciach. Na ne nadväzujú voliteľné prednášky „Jadrové žiarenie v životnom prostredí“, „Úvod do fyziky mikrosveta“ v 3. ročníku bakalárskeho stupňa jednoodborového štúdia fyziky, príp. učiteľského štúdia fyziky v kombinácii s iným predmetom a „Subjadrová fyzika“ v 1. ročníku magisterského stupňa učiteľského štúdia fyziky v kombinácii s iným predmetom. V spomenutých prednáškach sú predstavené najnovšie experimentálne poznatky o štruktúre a chovaní mikrosveta pomocou fyzikálnych teórií a ich nasledujúcej experimentálnej previerke v experimente.
Hlbšie pochopenie tohto rozsiahleho materiálu by mal umožniť aj tento vysokoškolský učebný text „Základné fyzikálne praktikum III“, ktorého prvá časť je pred Vami. Tieto skriptá obsahujú základné úlohy z praktika jadrovej fyziky realizované na Katedre jadrovej a subjadrovej fyziky (KJSF) PF UPJŠ v posledných rokoch v zimnom semestri na bakalárskom stupni štúdia fyziky, či už jednoodborovom, alebo v kombinácii s iným predmetom. Predložené učebné texty predstavujú prepracovanie a doplnenie starších skrípt (M. Karabová a kolektív, Základné fyzikálne praktikum, PF UPJŠ, 1984) používaných na KJSF doteraz.

Download the e-book for free (pdf)

This website uses cookies to ensure you get the best experience on our website