INTELIGÊNCIA ARTIFICIAL E FERRAMENTAS AVANÇADAS DE CIÊNCIA DE DADOS (4H)

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 INTELIGÊNCIA ARTIFICIAL E FERRAMENTAS AVANÇADAS DE CIÊNCIA DE DADOS (4H)
 
 
 
 
 
 
 
 		Painel
		Cursos
		MINICURSOS GRATUITOS
		IAFACD
		Tópico 1
		Exercício
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 		Iniciado em		Sunday, 28 Mar 2021, 18:23
		Estado		Finalizada
		Concluída em		Sunday, 28 Mar 2021, 18:24
		Tempo empregado		39 segundos
		Avaliar		2,00 de um máximo de 10,00(20%)
Questão 1
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Texto da questão
O que é um chatbot?
Escolha uma opção:
a. Um programa de computador projetado para extrair conhecimento de
formulários virtuais respondidos por humanos via Internet.
 
b. 
Um programa de computador projetado para extrair conhecimento de
conversas entre dois usuários humanos, especialmente pela Internet.
 
c. Um programa de computador projetado para extrair conhecimento de
formulários virtuais respondidos por humanos por cartas utilizando visão
computacional
 
d. Um programa de computador projetado para simular conversas com usuários
humanos, especialmente pela Internet. 
 
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Sua resposta está incorreta.
A resposta correta é: Um programa de computador projetado para simular conversas com usuários
humanos, especialmente pela Internet. .
Questão 2
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Indique a alternativa FALSA quanto aos tipos do aprendizado de máquina:
Escolha uma opção:
a. No aprendizado semissupervisionado, o sistema de aprendizado pode
observar o ambiente, selecionar e executar ações e receber recompensas em troca.
 
b. No aprendizado supervisionado, o conjunto de
treinamento utilizado para treinamento do algoritmo inclui um conjunto de exemplos
para o que se quer prever.
 
c. 
No aprendizado não supervisionado, os dados de
treinamento não são rotulados. O sistema tenta aprender sem ajuda de um
“professor”.
 
d. Existem quatro categorias principais: aprendizado supervisionado,
aprendizado não supervisionado, aprendizado semissupervisionado e aprendizado
por reforço.
 
Feedback
Sua resposta está correta.
A resposta correta é: No aprendizado semissupervisionado, o sistema de aprendizado pode
observar o ambiente, selecionar e executar ações e receber recompensas em troca..
Questão 3
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Considere as seguintes informações relacionadas às árvores de decisão.
       
I.   Árvores de decisão
são algoritmos versáteis de aprendizado de máquina que podem executar tarefas
de classificação e regressão.
     
II.    A métrica gini mede
a impureza de um nó em uma árvore de decisão. Um nó é “puro” (gini = 1) se
todas as instâncias de treinamento aplicadas pertencerem à mesma classe.
   
III.     O algoritmo de árvore de classificação e regressão
(CART) é utilizado para treinar árvores de decisão.
   
IV.     Árvores de decisão são utilizadas como
base em algoritmos de classificação amplamente utilizados como XGBoosts
e Random Forests.
Estão corretas:
Escolha uma opção:
a. 
 Todas as afirmações.
 
b. 
I, III, IV, apenas. 
 
c. 
 I, II e IV, apenas. 
 
d. 
I e IV, apenas.
 
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A resposta correta é: I, III, IV, apenas. .
Questão 4
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Qual
das frases a seguir é FALSA em relação à regressão? 
Escolha uma opção:
a.  É usada para previsão. 
 
b. Pode
ser usada para interpretação de relações correlacionais.
 
c. Descobre relações causais. 
 
d. Relaciona
entradas e saídas.
 
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A resposta correta é: Descobre relações causais. .
Questão 5
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Considere as seguintes informações em relação ao aprendizado de máquina (ML) e à inteligência artificial (AI):
        I.  ML é uma abordagem para programar máquinas que aprendem a partir de exemplos.
       II.   ML e AI têm objetivos muito diferentes.
    III.    ML é um conjunto de técnicas para extrair conhecimento a partir de dados utilizando um modelo apropriado.
    IV.    AI é um conjunto de técnicas de software que tenta emular a mente humana.
Estão corretas:
 
Escolha uma opção:
a. Todas as afirmações.
 
b. I, III e IV, apenas.
 
c. I e II, apenas.
 
d. Nenhuma das
afirmações.
 
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A resposta correta é: I, III e IV, apenas..
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body#page-question-type-ddmarker div[id^="fitem_id_"][id*="hint_"] .fitemtitle { font-weight: 700; }
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body#page-question-type-ddmarker div[id^="fitem_id_"][id*="hintclearwrong_"] { background: rgb(238, 238, 238); margin-bottom: 2em; margin-top: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 0px 1px 1px; border-right-style:
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body#page-question-type-ddmarker #fitem_id_penalty { margin-bottom: 2em; }
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body#page-question-type-match div[id^="fitem_id_"][id*="subquestions_"] { background: rgb(238, 238, 238); margin-top: 0px; margin-bottom: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 1px 1px 0px; border-top-style: solid; border-right-style: solid; border-left-style: solid; border-top-color: rgb(187, 187, 187); border-right-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-bottom-style: initial; border-bottom-color: initial; }
body#page-question-type-match div[id^="fitem_id_"][id*="subquestions_"] .fitemtitle { font-weight: 700; }
body#page-question-type-match div[id^="fitem_id_"][id*="subanswers_"] { background: rgb(238, 238, 238); margin-bottom: 2em; margin-top: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 0px 1px 1px; border-right-style: solid; border-bottom-style: solid; border-left-style: solid; border-right-color: rgb(187, 187, 187); border-bottom-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-top-style: initial; border-top-color: initial; }
.que.multianswer .feedbackspan { display: block; max-width: 70%; background: rgb(255, 243, 191); padding: 0.5em; margin-top: 1em; box-shadow: rgb(0, 0, 0) 0.5em 0.5em 1em; }
body.ie6 .que.multianswer .feedbackspan, body.ie7 .que.multianswer .feedbackspan, body.ie8 .que.multianswer .feedbackspan, body.ie9 .que.multianswer .feedbackspan { width: 70%; }
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.que.multianswer .answer .specificfeedback * { display: inline; background: rgb(255, 243, 191); }
.que.multianswer .answer .specificfeedback script { display: none; }
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.que.multianswer table.answer { margin-bottom: 0px; width: 100%; }
.que.multichoice .answer .specificfeedback { display: inline; padding: 0px 0.7em; background: rgb(255, 243, 191); }
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.que.multichoice .answer div.r0 label, .que.multichoice .answer div.r1 label, .que.multichoice .answer div.r0 div.specificfeedback, .que.multichoice .answer div.r1 div.specificfeedback { text-indent: 0px; }
.que.multichoice .answer div.r0 input, .que.multichoice .answer div.r1 input { margin: 0.3rem 0.5rem; width: 14px; }
body#page-question-type-multichoice div[id^="fitem_id_"][id*="answer_"] { background: rgb(238, 238, 238); margin-top: 0px; margin-bottom: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 1px 1px 0px; border-top-style: solid; border-right-style: solid; border-left-style: solid; border-top-color: rgb(187, 187, 187); border-right-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-bottom-style: initial; border-bottom-color: initial; }
body#page-question-type-multichoice div[id^="fitem_id_"][id*="answer_"] .fitemtitle { font-weight: 700; }
body#page-question-type-multichoice div[id^="fitem_id_"] .fitemtitle { margin-left: 0px; margin-right: 0px; padding-left: 6px; padding-right: 0px; }
body#page-question-type-multichoice div[id^="fitem_id_"][id*="fraction_"] { background: rgb(238, 238, 238); margin-bottom: 0px; margin-top: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 0px 1px; border-right-style: solid; border-left-style: solid; border-right-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-top-style: initial; border-top-color: initial; border-bottom-style: initial; border-bottom-color: initial; }
body#page-question-type-multichoice div[id^="fitem_id_"][id*="feedback_"] { background: rgb(238, 238, 238); margin-bottom: 2em; margin-top: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 0px 1px 1px; border-right-style: solid; border-bottom-style: solid; border-left-style: solid; border-right-color: rgb(187, 187, 187); border-bottom-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-top-style: initial; border-top-color: initial; }
.que.numerical .answer { padding: 0.3em; display: inline; }
#page-question-type-numerical input[name="unitpenalty"], #page-question-type-numerical input[name^="answer"], #page-question-type-numerical input[name^="tolerance"], #page-question-type-numerical input[name^="multiplier"], #page-question-type-numerical input[name^="unit"]
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body#page-question-type-numerical div[id^="fgroup_id_"][id*="answeroptions_"] { background: rgb(238, 238, 238); margin-top: 0px; margin-bottom: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 1px 1px 0px; border-top-style: solid; border-right-style: solid; border-left-style: solid; border-top-color: rgb(187, 187, 187); border-right-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-bottom-style: initial; border-bottom-color: initial; }
body#page-question-type-numerical div[id^="fgroup_id_"][id*="answeroptions_"] .fgrouplabel label { font-weight: 700; }
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body#page-question-type-numerical div[id^="fitem_id_"][id*="fraction_"] { background: rgb(238, 238, 238); margin-bottom: 0px; margin-top: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 0px 1px; border-right-style: solid; border-left-style: solid; border-right-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-top-style: initial; border-top-color: initial; border-bottom-style: initial; border-bottom-color: initial; }
body#page-question-type-numerical div[id^="fitem_id_"][id*="feedback_"] { background: rgb(238, 238, 238); margin-bottom: 2em; margin-top: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 0px 1px 1px; border-right-style: solid; border-bottom-style: solid; border-left-style: solid; border-right-color: rgb(187, 187, 187); border-bottom-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-top-style: initial; border-top-color: initial; }
.que.poodllrecording textarea.qtype_poodllrecording_response { width: 100%; }
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.qtype_poodllrecording_whiteboardwidth { max-width: 80%; }
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body#page-question-type-shortanswer div[id^="fgroup_id_"][id*="answeroptions_"] { background: rgb(238, 238, 238); margin-top: 0px; margin-bottom: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 1px 1px 0px; border-top-style: solid; border-right-style: solid; border-left-style: solid; border-top-color: rgb(187, 187, 187); border-right-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-bottom-style: initial; border-bottom-color: initial; }
body#page-question-type-shortanswer div[id^="fgroup_id_"][id*="answeroptions_"] .fgrouplabel label { font-weight: 700; }
body#page-question-type-shortanswer div[id^="fgroup_id_"][id*="answeroptions_"] label[for^="id_answer_"] { position: absolute; left: -10000px; font-weight: 400; font-size: 1em; }
body#page-question-type-shortanswer div[id^="fitem_id_"][id*="fraction_"] { background: rgb(238, 238, 238); margin-bottom: 0px; margin-top: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 0px 1px; border-right-style: solid; border-left-style: solid; border-right-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-top-style: initial; border-top-color: initial; border-bottom-style: initial; border-bottom-color: initial; }
body#page-question-type-shortanswer div[id^="fitem_id_"][id*="feedback_"] { background: rgb(238, 238, 238); margin-bottom: 2em; margin-top: 0px; padding-bottom: 5px; padding-top: 5px; border-width: 0px 1px 1px; border-right-style: solid; border-bottom-style: solid; border-left-style: solid; border-right-color: rgb(187, 187, 187); border-bottom-color: rgb(187, 187, 187); border-left-color: rgb(187, 187, 187); border-image: initial; border-top-style: initial; border-top-color: initial; }
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.path-mod-assign [data-region="user-selector"] [data-action="previous-user"], .path-mod-assign [data-region="user-selector"] [data-action="next-user"] { font-size: 26px; }
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.path-mod-assign [data-region="user-selector"] .form-autocomplete-selection { display: none; }
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.path-mod-assign [data-region="user-selector"] .form-autocomplete-suggestions { margin-left: 48px; }
.path-mod-assign [data-region="user-filters"] { font-size: small; }
.path-mod-assign [data-region="configure-filters"] { display: none; text-align: left; width: 480px; background-color: rgb(255, 255, 255); background-clip: padding-box; box-shadow: rgba(0, 0, 0, 0.2) 0px 5px 10px; border-radius: 6px; position: absolute; margin-top: 28px; margin-left: -452px; padding: 10px 0px; z-index: 1; }
.path-mod-assign [data-region="configure-filters"]::before, .path-mod-assign [data-region="configure-filters"]::after { position: absolute; left: auto; display: inline-block; content: ""; border-style: none solid solid; border-right-color: transparent; border-bottom-color: transparent; border-left-color: transparent; border-top-width: initial; border-top-color: initial; }
.path-mod-assign [data-region="configure-filters"]::before { top: -7px; right: 12px; border-width: 7px; border-bottom-color: rgba(0, 0, 0, 0.2); }
.path-mod-assign [data-region="configure-filters"]::after { top: -6px; right: 13px; border-width: 6px; border-bottom-color: rgb(255, 255, 255); }
.path-mod-assign .alignment [data-region="configure-filters"] input { margin-bottom: 0px; }
.path-mod-assign [data-region="grading-navigation-panel"] { position: absolute; top: 0px; left: 0px; width: 100%; height: 6em; margin: 0px; border-bottom: 1px solid rgb(221, 221, 221); }
.path-mod-assign [data-region="grading-navigation"] { padding: 1em; }
.path-mod-assign [data-region="assignment-info"] { white-space: nowrap; overflow-x: hidden; text-overflow: ellipsis; }
.path-mod-assign [data-region="assignment-info"] small[data-region="assignment-tooltip"] { margin-left: 0.5em; }
.path-mod-assign [data-region="user-info"] { height: 60px; }
.path-mod-assign [data-region="user-info"] a { text-decoration: none; }
.path-mod-assign [data-region="user-info"] .img-rounded { display: block; float: left; margin-top: -3px; margin-right: 10px; }
.path-mod-assign [data-region="user-info"] em { display: block; font-style: normal; }
.path-mod-assign [data-region="user-info"] em.nowrap { white-space: nowrap; overflow: hidden; text-overflow: ellipsis; }
.path-mod-assign [data-region="grading-actions-form"] label { display: inline-block; }
.path-mod-assign.pagelayout-embedded { overflow: hidden; }
.path-mod-assign [data-region="review-panel"] { position: absolute; inset: 85px 30% 60px 0px; width: auto; box-sizing: border-box; transition: right 0.5s ease 0s, left 0.5s ease 0s; }
.path-mod-assign [data-region="review-panel"].grade-panel-collapsed { right: 30px; }
.path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] { display: none; height: 30px; width: 30px; position: absolute; top: 0px; right: 0px; left: auto; box-sizing: border-box; border-radius: 0px 0px 0px 4px; border-right: 1px solid rgb(204, 204, 204); border-bottom: 1px solid rgb(204, 204, 204); border-left: 1px solid rgb(204, 204, 204); border-image: initial; border-top: none; background-color: rgb(255, 255, 255); }
.path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .expand-icon, .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .collapse-icon { width: 100%; height: 100%; text-align: center; line-height: 30px; }
.path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .expand-icon .toggle-text, .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .collapse-icon .toggle-text { visibility: hidden; opacity: 0; height: 0px; overflow: hidden; }
.path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] img { height: 100%; float: right; }
.path-mod-assign
[data-region="review-panel"] [data-region="review-panel-toggle"] .expand-icon { display: none; }
.path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .collapse-icon { display: block; }
.path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .collapse-icon.full-width { display: none; }
.path-mod-assign [data-region="review-panel"] .pageheader { border-right: 1px solid rgb(221, 221, 221); }
.path-mod-assign [data-region="review-panel"] + [data-region="grade-panel"] [data-region="grade"] { margin-left: auto; margin-right: auto; max-width: 100%; transition: max-width 0.5s ease 0s; }
.path-mod-assign [data-region="review-panel"] .drawingregion { left: 0px; right: 0px; border-color: rgb(221, 221, 221); }
.path-mod-assign [data-region="review-panel"].collapsed { left: calc(30px - 70%); right: calc(100% - 30px); transition: right 0.5s ease 0s, left 0.5s ease 0s; }
.path-mod-assign [data-region="review-panel"].collapsed [data-region="review-panel-content"] { visibility: hidden; transition: visibility 0s ease 0.5s; }
.path-mod-assign [data-region="review-panel"].collapsed [data-region="review-panel-toggle"] .expand-icon { display: block; }
.path-mod-assign [data-region="review-panel"].collapsed [data-region="review-panel-toggle"] .collapse-icon { display: none; }
.path-mod-assign [data-region="review-panel"].collapsed + [data-region="grade-panel"] { position: absolute; left: 30px; right: 0px; width: calc(100% - 30px); overflow: auto; transition: width 0.5s ease 0s, right 0.5s ease 0s, left 0.5s ease 0s; }
.path-mod-assign [data-region="review-panel"].collapsed + [data-region="grade-panel"] [data-region="grade"], .path-mod-assign [data-region="grade-panel"].fullwidth [data-region="grade"] { max-width: 800px; margin-left: auto; margin-right: auto; }
.path-mod-assign [data-region="grade-panel"] { position: absolute; inset: 85px 0px 60px 70%; width: 30%; overflow: auto; box-sizing: border-box; background-color: rgb(245, 245, 245); padding: 0px 15px 15px; transition: width 0.5s ease 0s, right 0.5s ease 0s, left 0.5s ease 0s; }
.path-mod-assign [data-region="grade-panel"].collapsed { left: calc(100% - 30px); right: calc(30px - 100%); visibility: hidden; transition: right 0.5s ease 0s, left 0.5s ease 0s, visibility 0s ease 0.5s; }
.path-mod-assign [data-region="grade-panel"].fullwidth { left: 0px; width: 100%; overflow: auto; }
.path-mod-assign [data-region="grade-panel"] h3 { font-size: 18px; font-weight: 500; }
.path-mod-assign [data-region="grade-panel"] div.submissionstatustable { margin-bottom: 2em; }
.path-mod-assign [data-region="grade-panel"] .submissionsummarytable { margin-left: 5px; margin-right: 5px; }
.path-mod-assign [data-region="grade-panel"] .submissionsummarytable table.generaltable td { padding: 8px 0px; background-color: transparent; }
.path-mod-assign [data-region="grade-panel"] .submissionsummarytable .generaltable tbody > tr:nth-child(2n+1) > td, .path-mod-assign [data-region="grade-panel"] .submissionsummarytable .generaltable tbody tr:hover > td { background-color: transparent; }
.path-mod-assign [data-region="grade-panel"] div.submissionsummarytable table tbody tr td.c0 { width: auto; }
.path-mod-assign [data-region="grade-panel"] div.submissionsummarytable table tbody tr.lastrow td.c0, .path-mod-assign [data-region="grade-panel"] div.submissionsummarytable table tbody tr.lastrow td.c1 { border-bottom: 1px solid rgb(221, 221, 221); }
.path-mod-assign [data-region="grade-panel"] td.submissionnotgraded, .path-mod-assign [data-region="grade-panel"] div.submissionnotgraded { color: red; background-color: transparent; }
.path-mod-assign div.fileuploadsubmission { float: left; min-width: 300px; }
.path-mod-assign div.fileuploadsubmissiontime { float: right; }
.path-mod-assign [data-region="grade-panel"] #id_gradeheader { display: table-cell; min-width: 0px; }
.path-mod-assign [data-region="grade-panel"] #id_gradeheader > legend { visibility: hidden; height: 0px; margin-bottom: 0px; }
.path-mod-assign [data-region="grade-panel"] .comment-area textarea[cols] { width: 100%; box-sizing: border-box; }
.path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_ftext, .path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_f, .path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_feditor, .path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_fgrading, .path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_ffilemanager { background-color: rgb(255, 255, 255); border: 1px solid rgb(221, 221, 221); margin-bottom: 20px; }
.path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_ftext .fitemtitle, .path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_f .fitemtitle, .path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_feditor .fitemtitle, .path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_fgrading .fitemtitle, .path-mod-assign [data-region="grade-panel"] .mform .fitem.fitem_ffilemanager .fitemtitle { padding-left: 5px; padding-right: 5px; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.fitem_ftext .felement, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.fitem_f .felement, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.fitem_feditor .felement, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.fitem_fgrading .felement, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.fitem_ffilemanager .felement { padding: 6px 10px 10px; box-sizing: border-box; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fitem.fitem_ftext .fitemtitle, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fitem.fitem_f .fitemtitle, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fitem.fitem_feditor .fitemtitle, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fitem.fitem_fgrading .fitemtitle, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fitem.fitem_ffilemanager .fitemtitle { border-bottom: 1px solid rgb(221, 221, 221); box-shadow: rgba(0, 0, 0, 0.05) 0px 1px 1px; padding: 6px 10px 3px; box-sizing: border-box; }
.path-mod-assign #page-content [data-region="grade-panel"] [data-region="popout-button"] img { margin-left: 2px; margin-right: 2px; margin-top: -2px; }
.path-mod-assign #page-content [data-region="grade-panel"] .popout [data-region="popout-button"] img { margin-left: -6px; margin-right: -6px; margin-top: 4px; }
.path-mod-assign [data-region="grade-panel"] .fitem .fstaticlabel, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fitem .fitemtitle label { font-weight: 500; }
.path-mod-assign [data-region="grade-panel"] .mform #fitem_id_grade.fitem { padding-top: 5px; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) #fitem_id_grade.fitem .fitemtitle { display: inline-block; width: auto; border-bottom: none; box-shadow: none; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) #fitem_id_grade.fitem .felement { width: auto; float: right; }
.path-mod-assign #page-content .mform:not(.unresponsive) #fitem_id_grade.fitem .felement input { width: 80px; margin-bottom: 0px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_rubric { max-width: 100%; padding-bottom: 0px; }
.path-mod-assign .gradingform_rubric { max-width: calc(100vw - 200px); }
.path-mod-assign [data-region="grade-panel"] .gradingform_rubric .criterion .description { font-weight: 500; min-width: 150px; }
.path-mod-assign [data-region="grade-panel"]
.gradingform_rubric .criterion .levels { background-color: rgb(255, 255, 255); }
.path-mod-assign [data-region="grade-panel"] .gradingform_rubric .criterion, .path-mod-assign [data-region="grade-panel"] .gradingform_rubric .criterion.even { background-color: transparent; }
.path-mod-assign [data-region="grade-panel"] .gradingform_rubric.evaluate .criterion .levels .level:hover { background-color: rgb(223, 240, 216); }
.path-mod-assign [data-region="grade-panel"] .gradingform_rubric .criterion .levels .level.checked { background-color: rgb(223, 240, 216); border-top: none; border-right: none; border-bottom: none; border-image: initial; border-left: 1px solid rgb(221, 221, 221); }
.path-mod-assign [data-region="grade-panel"] .gradingform_rubric .criterion .levels .level .score { color: rgb(70, 136, 71); font-weight: 500; font-style: normal; margin-top: 20px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_rubric .criterion .remark textarea { margin-bottom: 0px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide { margin-bottom: 10px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .descriptionreadonly, .path-mod-assign [data-region="grade-panel"] .gradingform_guide .remark, .path-mod-assign [data-region="grade-panel"] .gradingform_guide .score { display: block; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .descriptionreadonly { padding-top: 10px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .criteriondescription { margin-top: 5px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .criteriondescriptionmarkers { width: auto; margin-top: 5px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .markingguideremark { margin-bottom: 10px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .remark .commentchooser { float: right; margin-top: 2px; margin-left: 0px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .score { float: left; padding-bottom: 8px; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .score input, .path-mod-assign [data-region="grade-panel"] .gradingform_guide .score div { display: inline-block; }
.path-mod-assign [data-region="grade-panel"] .gradingform_guide .criterion, .path-mod-assign [data-region="grade-panel"] .gradingform_guide .criterion.even { background-color: transparent; border-width: 0px 0px 1px; padding: 8px 0px; }
.path-mod-assign [data-region="grade-panel"] .showmarkerdesc, .path-mod-assign [data-region="grade-panel"] .showstudentdesc { background-color: rgb(245, 245, 245); padding: 10px; }
.path-mod-assign [data-region="grade-panel"] .fitem.fitem_ffilemanager { margin-bottom: 0px; }
.path-mod-assign [data-region="grade-panel"] .fitem.popout { position: fixed; inset: 20%; z-index: 1000; border: 1px solid rgba(0, 0, 0, 0.3); border-radius: 6px; box-shadow: rgba(0, 0, 0, 0.3) 0px 3px 7px; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.popout .fitemtitle { text-align: center; padding-left: 15px; padding-right: 15px; height: 45px; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.popout .fitemtitle label { font-size: 16px; line-height: 30px; }
.path-mod-assign #page-content [data-region="grade-panel"] [data-region="popout-button"] { float: right; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fitem.popout .fitemtitle [data-region="popout-button"] img { margin-top: -10px; margin-right: -7px; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.popout .felement { padding: 10px 15px 15px; height: calc(100% - 54px); overflow: auto; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) .fcontainer .fitem.popout .felement .gradingform_rubric { overflow: visible; }
.path-mod-assign [data-region="grade-panel"] #id_attemptsettings > legend { font-size: 18px; font-weight: 500; line-height: 40px; border-bottom: 0px; margin-bottom: 10px; }
.path-mod-assign [data-region="grade-panel"] #id_attemptsettings .fcontainer { display: table; width: 100%; padding-left: 5px; padding-right: 5px; margin-bottom: 10px; box-sizing: border-box; }
.path-mod-assign [data-region="grade-panel"] .mform #id_attemptsettings .fitem { display: table-row; }
.path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) #id_attemptsettings .fitem:last-of-type .fitemtitle, .path-mod-assign #page-content [data-region="grade-panel"] .mform:not(.unresponsive) #id_attemptsettings .fitem:last-of-type .felement { border-bottom: 1px solid rgb(221, 221, 221); }
.path-mod-assign [data-region="grade-panel"] #id_attemptsettings .fitem .fstaticlabel, .path-mod-assign [data-region="grade-panel"] .mform:not(.unresponsive) #id_attemptsettings .fitem .fitemtitle label { font-weight: 400; }
.path-mod-assign [data-region="grade-panel"] .mform:not(.unresponsive) #id_attemptsettings .fitem .felement select { margin-bottom: 0px; }
.path-mod-assign [data-region="grade-panel"] [data-region="attempt-chooser"] { margin-bottom: 10px; vertical-align: text-bottom; }
.path-mod-assign [data-region="grade-actions-panel"] { border-top: 1px solid rgb(221, 221, 221); position: absolute; bottom: 0px; left: 0px; width: 100%; height: 60px; }
.path-mod-assign [data-region="grade-actions-panel"] [data-region="grade-actions"] .collapse-buttons { position: absolute; top: 0px; left: auto; right: 15px; margin: 0px; line-height: 60px; }
.path-mod-assign [data-region="grade-actions"] { padding: 1em; text-align: center; }
.path-mod-assign [data-region="submissions-list"] { text-align: inherit; }
.path-mod-assign [data-region="submissions-list"] label.radio input { margin-top: 4px; min-width: inherit; }
.path-mod-assign [data-region="overlay"] { display: none; z-index: 100; position: absolute; top: 0px; left: 0px; width: 100%; overflow: auto; bottom: 0px; background-color: rgb(221, 221, 221); opacity: 0.4; padding-top: 4em; text-align: center; }
@media (max-width: 767px) {
 .path-mod-assign.pagelayout-embedded { overflow: auto; }
 .path-mod-assign [data-region="assignment-info"] { border-bottom: 1px solid rgb(221, 221, 221); padding-bottom: 5px; }
 .path-mod-assign .page-context-header .page-header-headings { margin-top: 13px; }
 .path-mod-assign [data-region="grade-actions-panel"] [data-region="grade-actions"] .collapse-buttons { display: none; }
 .path-mod-assign [data-region="grading-navigation-panel"], .path-mod-assign [data-region="review-panel"], .path-mod-assign [data-region="grade-panel"], .path-mod-assign [data-region="review-panel"].collapsed + [data-region="grade-panel"], .path-mod-assign [data-region="grade-actions-panel"] { position: inherit; width: 100%; top: 0px; left: 0px; right: auto; overflow: auto; height: auto; margin-bottom: 1em; }
 .path-mod-assign [data-region="grade-panel"].collapsed { visibility: visible; }
 .path-mod-assign [data-region="grading-navigation"] { padding: 0px; text-align: center; }
 .path-mod-assign [data-region="grade-panel"] { margin-bottom: 2em; }
 .path-mod-assign [data-region="grade-panel"] [data-region="popout-button"] { display: none; }
 .path-mod-assign [data-region="review-panel"] { position: relative; max-height: 2000px; transition: max-height 0.25s linear 0s; }
 .path-mod-assign [data-region="review-panel"] .pageheader { border-right: none; padding-right: 20px; padding-left: 40px; }
 .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] { display: block; height: 20px; width: 20px; position: absolute; top: 0px; left: 0px; right: auto; box-sizing: border-box; border: 1px solid rgb(204, 204, 204); border-radius: 0px 0px 4px; background-color: rgb(255, 255, 255); }
 .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"]
.expand-icon, .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .collapse-icon { width: 100%; height: 100%; text-align: center; line-height: 30px; }
 .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .ltr-icon, .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .rtl-icon { height: 100%; }
 .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .ltr-icon { float: left; }
 .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .rtl-icon { float: right; }
 .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .expand-icon .toggle-text, .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .collapse-icon .toggle-text { line-height: 20px; visibility: visible; opacity: 1; height: auto; transition: visibility 0s ease 0.25s, opacity 0s ease 0.25s; }
 .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .expand-icon .rtl-icon { display: none; }
 .path-mod-assign [data-region="review-panel"].collapsed { max-height: 20px; top: 0px; left: 0px; overflow: hidden; transition: max-height 0.25s linear 0s; }
 .path-mod-assign [data-region="review-panel"].collapsed [data-region="review-panel-toggle"] { width: 100%; border-radius: 0px; transition: all 0s ease 0.25s; }
 .path-mod-assign [data-region="review-panel"].collapsed [data-region="review-panel-toggle"] img { height: 100%; }
 .path-mod-assign [data-region="review-panel"] [data-region="review-panel-toggle"] .collapse-icon { display: block; }
 .path-mod-assign [data-region="review-panel"].collapsed [data-region="review-panel-toggle"] .collapse-icon { display: none; }
 .path-mod-assign.pagelayout-popup { overflow: inherit; }
 .path-mod-assign [data-region="grading-navigation"] [data-region="user-info"] { text-align: left; width: auto; display: inline-block; margin: 0px auto; height: auto; }
 .path-mod-assign [data-region="user-selector"] .alignment { float: none; margin: 0px auto 10px; }
}
.path-mod-assign [data-region="grade-panel"] .mform .fitem .fitemtitle { display: block; margin-top: 4px; margin-bottom: 4px; text-align: left; width: 100%; }
.path-mod-assign [data-region="grade-panel"] .mform .fitem .felement { margin-left: 0px; width: 100%; float: left; padding-left: 0px; padding-right: 0px; }
.path-mod-assign [data-region="grade-panel"] .mform .fitem .fstatic:empty { display: none; }
.path-mod-assign [data-region="grade-panel"] .mform .fitem .fcheckbox > span, .path-mod-assign [data-region="grade-panel"] .mform .fitem .fradio > span, .path-mod-assign [data-region="grade-panel"] .mform .fitem .fgroup > span { margin-top: 4px; }
.path-mod-assign [data-region="grade-panel"] .mform .femptylabel .fitemtitle { display: inline-block; width: auto; margin-right: 8px; }
.path-mod-assign [data-region="grade-panel"] .mform .femptylabel .felement { display: inline-block; margin-top: 4px; padding-top: 5px; width: auto; }
.path-mod-assign [data-region="grade-panel"] .mform .fitem_fcheckbox .fitemtitle, .path-mod-assign [data-region="grade-panel"] .mform .fitem_fcheckbox .felement { display: inline-block; width: auto; }
.path-mod-assign [data-region="grade-panel"] .mform .fitem_fcheckbox .felement { padding: 6px; }
.path-mod-assign #page, .path-mod-assign #page-content { position: inherit; }
.path-mod-assign table.generaltable table td.ygtvcell { border: 0px; padding: 0px; }
.path-mod-attendance .attbtn { border: 1px solid rgb(170, 170, 170); border-radius: 5px; margin-left: 2px; margin-right: 2px; padding: 5px; }
.path-mod-attendance .attcurbtn { margin-left: 2px; margin-right: 2px; padding: 5px; }
.path-mod-attendance .attfiltercontrols { margin-bottom: 10px; margin-left: auto; margin-right: auto; width: 90%; }
.path-mod-attendance .attfiltercontrols #currentdate { display: inline; }
.path-mod-attendance .attwidth { margin: auto; }
.path-mod-attendance .userwithoutenrol, .path-mod-attendance .userwithoutenrol a { color: gray; }
.path-mod-attendance .userwithoutdata, .path-mod-attendance .userwithoutdata a { color: red; }
.path-mod-attendance .takelist td { vertical-align: middle; }
.path-mod-attendance .takelist .userpicture { margin: 0px 3px; vertical-align: middle; }
.path-mod-attendance .takegrid input { margin: 0px 3px 0px 6px; }
.path-mod-attendance .takegrid .fullname { font-size: 0.8em; }
.path-mod-attendance table.controls { text-align: center; width: 100%; }
.path-mod-attendance table.controls tr { vertical-align: top; }
.path-mod-attendance table.controls td.right, .path-mod-attendance table.controls td.left { padding: 4px; }
.path-mod-attendance table.controls .right { text-align: right; }
.path-mod-attendance .filtercontrols td { padding: 6px; }
.path-mod-attendance .takecontrols { margin: 0px auto 20px; width: 800px; }
.path-mod-attendance .takecontrols table { margin: 0px auto; }
.path-mod-attendance .takecontrols .c0 { text-align: left; width: 500px; }
.path-mod-attendance .takecontrols .c1 { text-align: right; }
.path-mod-attendance .inline, .path-mod-attendance .inline form, .path-mod-attendance .inline div { display: inline; }
.path-mod-attendance table.userinfobox { border: 1px solid rgb(238, 238, 238); padding: 0px; }
.path-mod-attendance table.userinfobox td.left { background-color: rgb(238, 238, 238); padding: 30px 10px; }
.path-mod-attendance table.attlist td.c0 { text-align: right; }
#page-mod-attendance-preferences .generalbox { text-align: center; }
.path-mod-attendance .attsessions_manage_table .action-icon img.smallicon { margin-left: 5px; }
#page-mod-attendance-sessions input[type="checkbox"] { margin-right: 2px; }
.path-mod-attendance .setallstatuses { text-align: right; }
.path-mod-attendance .remarkholder { position: relative; }
.path-mod-attendance .remarkholder .remarkcontent { background-color: rgb(255, 255, 255); border: 1px solid rgb(204, 204, 204); border-radius: 3px; box-shadow: rgb(204, 204, 204) 3px 3px 5px; display: none; left: 20px; padding: 5px; position: absolute; top: 0px; width: 150px; z-index: 5000; }
.path-mod-attendance .remarkholder:hover .remarkcontent { display: inline-block; }
.path-mod-attendance .attendancestatus-P { color: green; }
.path-mod-attendance .attendancestatus-E { color: rgb(0, 174, 227); }
.path-mod-attendance .attendancestatus-L { color: rgb(247, 147, 30); }
.path-mod-attendance .attendancestatus-A { color: red; }
.path-mod-attendance .attreport .contrast { background-color: rgb(234, 234, 234); }
.path-mod-attendance .attreport .center { text-align: center; }
.path-mod-attendance .attreport .left { text-align: left; }
.path-mod-attendance .attreport .bottom { vertical-align: bottom; }
.path-mod-attendance .attreport .nowrap { white-space: nowrap; }
.path-mod-attendance .attreport .narrow { width: 1px; }
.path-mod-attendance .attreport img.userpicture { max-width: inherit; }
.path-mod-attendance .student-password { font-size: x-large; text-align: center; }
.path-mod-attendance .ungraded { font-size: smaller; font-style: italic; }
#page-mod-attendance-sessions .statusgroup .statusdesc { margin-right: 12px; }
#page-mod-attendance-view .averageattendance { font-weight: 700; }
#page-mod-attendance-preferences .form-control { width: inherit; display: inherit; }
@media (max-width: 767px) {
 .path-mod-attendance .remarkscol { display: none; }
 .path-mod-attendance .statusgroup .form-check-inline { display: block; padding-top: 10px; padding-bottom: 10px; }
 #page-mod-attendance-view .colatt { display: none; }
 .path-mod-attendance .attfiltercontrols, .path-mod-attendance .attwidth { width: 100%; }
}
@media (max-width: 480px) {
 .path-mod-attendance .desccol { display: none; }
 .path-mod-attendance .pointscol { display: none; }
 .path-mod-attendance .attfiltercontrols