Aula_02.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# **Aula 02 - Introdução à Lógica de Programação**\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### A partir desse ponto, iremos todos juntos começar a fazer programa para ganhar dinheiro. A pergunta é:\n",
    "\n",
    "#### **Você sabe o que é um programa? Sabe mesmo?**\n",
    "\n",
    "Vamos testar seus conhecimentos sobre programas à prova com uma breve atividade. Logo abaixo se encontra uma lista de opções. Sua tarefa é marcar todas as opções que você considera ser um programa, e deixar desmarcado as opções que não correspondem à programas. Sinta-se à vontade, e leve o tempo que precisar:\n",
    "\n",
    "<form>\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked /><span>Windows</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Word</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Chrome</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Firefox</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Soneca da tarde</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Lanche da noite</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Preparar um delicioso bolo para as visitas</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Pelada com os amigos no Domingo</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Cineminha do fim de semana</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Os Embalos de Sábado à Noite</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Churrasco com a família</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Clube com a galera</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Viagem para um resort em Orlando</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Jornal Nacional</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Domingo Legal</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Fantástico</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Novela das 9</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Programa Eleitoral</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Bolsa Família</span><br />\n",
    "    <input type=\"checkbox\" name=\"programa\" unchecked  /><span>Sair com a paquera</span><br />\n",
    "</form>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Vamos ao gabarito\n",
    "\n",
    "Se você deixou de marcar qualquer uma dessas opções, você errou, pois todas essas opções são **programas**. Sim, é isso mesmo, e todas no seu sentido mais literal da palavra. **-\"Ah, mas tem programa aí que não é programa de computador...\"**, você diz. E eu digo: **-\"Estava me referindo à programas. Não necessariamente tinha que ser de computador.\"** Para aprender a programar, antes é necessário aprender o que é um programa, em seu sentido mais básico da palavra."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Conceito de programa\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Um programa consiste em basicamente num conjunto de instruções que visam atingir um determinado objetivo final, ou resolver um determinado problema.** Cada uma dessas instruções são basicamente uma sequência de comandos que devem ser executados em uma determinada ordem. Essas instruções são chamadas de **Algoritmos**. Em outras palavras, um programa é basicamente um **roteiro**, ou **_script_** a ser seguido, e executar um programa é basicamente ler e seguir esse roteiro à risca.\n",
    "\n",
    "É exatamente isso que você faz todos os dias quando vai trabalhar, ou quando vai estudar, ou quando vai passear, ou quando vai comer algo, quando vai viajar, ou até mesmo quando vai dormir: você segue um passo a passo. O mesmo acontece quando seus órgãos funcionam: seguem uma programação definida pela natureza para que seu corpo funcione corretamente, e você possa viver perfeitamente. Quando um desses orgãos não segue sua programação original, você fica doente.\n",
    "\n",
    "No caso do PC, quando o usuário executa um programa de computador, o que ele faz é basicamente pedir para que o computador leia e siga um \"manual de instruções\" para que possa atender suas necessidades. Esse suposto manual de instruções foi criado e repassado para o computador por um profissional chamado de **Programador**, também conhecido como **Desenvolvedor**, ou ainda **Developer**, ou **Dev**. Em outras palavras: o que o desenvolvedor faz é criar uma espécie de **\"Receita de bolo\"** para que o computador possa seguir.\n",
    "\n",
    "**-\"Muito legal. Agora me diz por que ele não executa a instrução abaixo?\"**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "Bom dia computador.\n",
    "Por favor, eu gostaria que o senhor criasse para mim um prrograma de computador.\n",
    "Que tenha telas bonitas e interativas.\n",
    "Que eu possa clicar nos botões e digitar textos.\n",
    "Salve tudo e me avise quando terminar.\n",
    "Bjs\n",
    "'''"
   ]
  },
  {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "O motivo disso é bem simples de entender, e a explicação se encontra em um curso que serve como pré-requisito para este, o Curso de Operador de Micro. A explicação é que, conforme visto em Informática básica, o computador não é capaz de entender o idioma do ser humano. Na verdade, a linguagem que o computador entende é o **binário**: um código numérico composto por apenas 2 números, o 0 e o 1. Sempre que o usuário digita um texto, ou envia uma imagem para o computador, tudo o que ele recebe é uma sequência de números binários que representa a informação que o usuário enviou. Ele processa essa informação exatamente em vários 0 e 1, e ao terminar, envia uma resposta para o usuário também em sequências de 0 e 1, mas que no final o usuário irá ver como a resposta desejada, seja ela um texto, um áudio, uma imagem ou um vídeo. O computador sabe que aquela era a resposta desejada, mas não sabe o que aquilo quer dizer, já que ele não fala o idioma dos humanos, mas simula entender. Uma boa analogia a isso é a **Teoria do Quarto Chinês**.\n",
    "\n",
    "### O Quarto Chinês\n",
    "\n",
    "O Quarto Chinês foi um argumento proposto pelo filósofo norte-americano **John Searle** em 1980, que pretendia com essa teoria contrapor o Teste de Turing, que objetiva verificar se uma máquina pode ou não ser considerada inteligente. O argumento de Searle é baseado no fato de que os computadores podem entender somente a sintaxe mas não a semântica. Em outras palavras, ele não teria uma inteligência de fato, apenas simularia ter uma.\n",
    "\n",
    "#### O teste\n",
    "\n",
    "![image.png](attachment:image.png)\n",
    "\n",
    "Imagine-se preso em um quarto sem janelas, com apenas uma porta opaca com uma única abertura para o mundo exterior por onde é possível passar apenas um pedaço de folha, como uma carta, por exemplo. Do outro lado da porta, fora da sala, há uma pessoa de origem chinesa, que não entende o nosso idioma, e nem nós entendemos o dela. Essa pessoa deseja se comunicar com nós, sem fazer ideia do fato de que não sabemos falar nem escrever no idioma dela, e para isso, ela repassa cartas pela abertura da porta, e obviamente elas estão escritas no idioma chinês, e por esse motivo, você não faz a menor ideia do que está escrito na carta.\n",
    "\n",
    "Entretanto, dentro do quarto existe um livro, que funciona como um manual de instruções. Dentro desse manual, há vários símbolos em chinês idênticos aos que são encontrados nas cartas. Porém, o livro não ensina o que está escrito nos caracteres chineses. Ele apenas orienta, em nosso idioma, como proceder para entregar uma resposta para a pessoa do outro lado da porta.\n",
    "\n",
    "Caso siga corretamente as instruções, você conseguirá (até certo ponto) se comunicar com a pessoa do outro lado, já que ela entenderá a mensagem repassada por você perfeitamente, e acreditará piamente que a pessoa de dentro do quarto se trata também de outro chinês, e não de uma pessoa que só está seguindo ordens.\n",
    "\n",
    "Segue abaixo um vídeo do youtube explicando rapidamente como funciona a teoria:\n",
    "\n",
    "Link do vídeo: https://youtu.be/1_h76lh1wzE?si=3dzrqrC5MhLj5P7n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Da mesma forma como acontece no Quarto Chinês, o computador precisa de um intermediário para transcrever os dados que o usuário repassa para o computador para a linguagem de máquina, e que também possa fazer o sentido inverso da informação, transcrevendo a linguagem de máquina para a linguagem humana. Quem faz isso são as **Linguagens de Programação**."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Linguagens de Programação\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Funcionam como idiomas que podem ser lidos tanto por seres humanos quanto por computadores, e atuam como intermédios entre a máquina e o homem. Atualmente, há mais de 2 mil linguagens de programação no mundo, sendo a principal delas o Python.\n",
    "\n",
    "As linguagens mais próximas do que uma máquina pode entender, chamammos de **Linguagens de Baixo Nível**, enquanto que as linguagens mais próximas ao que o ser humano pode entender, chamamos de **Linguagens de Alto Nível**. O Python, por exemplo, é uma linguagem de alto nível. Já o binário é a linguagem mais baixo nível que existe.\n",
    "\n",
    "### História das Linguagens de Programação\n",
    "\n",
    "- **1843: Máquina Analítica.** Ada Lovelace inventa o primeiro algoritmo de máquina para a máquina de diferenças de Charles Babbage, que estabelece as bases para todas as linguagens de programação.\n",
    "\n",
    "- **1944-45: Plankalkül.** Em algum lugar entre 1944-45, Konrad Zuse desenvolveu a primeira linguagem de programação ‘real’ chamada Plankalkül (Plan Calculus). A linguagem do Zeus (entre outras coisas) permitia a criação de procedimentos, que armazenavam pedaços de código que podiam ser apresentados repetidamente para executar operações de rotina.\n",
    "\n",
    "- **1949: Linguagem Assembly.** A linguagem Assembly foi usada na calculadora automática de armazenamento de atraso eletrônico (EDSAC). A linguagem Assembly era um tipo de linguagem de programação de baixo nível que simplificava a linguagem do código de máquina. Em outras palavras, as instruções específicas necessárias para operar um computador.\n",
    "\n",
    "- **1949: Shortcode.** Shortcode (ou código de ordem curta), foi a primeira linguagem de alto nível (HLL) sugerida por John McCauley em 1949. No entanto, foi William Schmitt quem a implementou para o computador BINAC no mesmo ano e para o UNIVAC em 1950.\n",
    "\n",
    "- **1952: Autocode.** Autocode era um termo geral usado para uma família de linguagens de programação. Desenvolvido pela primeira vez por Alick Glennie para o computador Mark 1 na Universidade de Manchester, o Autocode foi a primeira linguagem compilada a ser implementada, o que significa que pode ser traduzida diretamente em código de máquina usando um programa chamado compilador. O Autocode foi usado nas primeiras máquinas de computação Ferranti Pegasus e Sirius, além do Mark 1.\n",
    "\n",
    "- **1957: FORTRAN.** FORmula TRANslation ou FORTRAN foi criada por John Backus é considerada a linguagem de programação mais antiga em uso atualmente. A linguagem de programação foi criada para cálculos científicos, matemáticos e estatísticos de alto nível. O FORTRAN ainda está em uso hoje em alguns dos supercomputadores mais avançados do mundo.\n",
    "\n",
    "- **1958: ALGOL (Linguagem algorítmica).** A linguagem algorítmica ou ALGOL foi criada por um comitê conjunto de cientistas da computação americanos e europeus. ALGOL serviu como ponto de partida para o desenvolvimento de algumas das linguagens de programação mais importantes, incluindo Pascal, C, C++ e Java.\n",
    "\n",
    "- **1958: LISP (processador de lista).** O processador de lista ou LISP foi inventado por John McCarthy no Instituto de Tecnologia de Massachusetts (MIT). Originalmente projetado para inteligência artificial, o LISP é uma das linguagens de programação mais antigas ainda em uso hoje e pode ser usado no lugar de Ruby ou Python. Empresas como Acceleration, Boeing e Genworks ainda estão usando LISP em suas pilhas de tecnologia.\n",
    "\n",
    "- **1959: COBOL (Common Business Oriented Language).** Common Business Oriented Language (COBOL), é a linguagem de programação por trás de muitos processadores de cartão de crédito, caixas eletrônicos, chamadas telefônicas e celulares, sinais hospitalares e sistemas de sinais de trânsito (só para citar alguns). O desenvolvimento da linguagem foi liderado pela Dra. Grace Murray Hopper e foi projetada para rodar em todas as marcas e tipos de computadores. O COBOL ainda é usado até hoje principalmente para sistemas bancários e de gamificação .\n",
    "\n",
    "- **1964: BASIC (Código de instrução simbólica para todos os fins do iniciante).** Beginners All-Purpose Symbolic Instruction Code ou BASIC foi desenvolvido por um grupo de estudantes do Dartmouth College. A linguagem foi escrita para alunos que não tinham um forte conhecimento de matemática ou computadores. A linguagem foi desenvolvida pelos fundadores da Microsoft, Bill Gates e Paul Allen, e se tornou o primeiro produto comercializável da empresa.\n",
    "\n",
    "- **1970: PASCAL.** Nomeado após o matemático francês Blaise Pascal, Niklaus Wirth desenvolveu a linguagem de programação em sua homenagem. Foi desenvolvido como uma ferramenta de aprendizado para programação de computadores, o que significava que era fácil de aprender. Foi o favorito da Apple nos primeiros dias da empresa, devido à sua facilidade de uso e potência.\n",
    "\n",
    "- **1972: Smalltalk.** Desenvolvido no Xerox Palo Alto Research Center por Alan Kay, Adele Goldberg e Dan Ingalls, o Smalltalk permitiu que os programadores de computador modificassem o código em tempo real. Ele introduziu uma variedade de aspectos da linguagem de programação que são linguagens visíveis de hoje, como Python, Java e Ruby. Empresas como Leafly, Logitech e CrowdStrike afirmam que usam Smalltalk em suas pilhas de tecnologia.\n",
    "\n",
    "- **1972: C.** Desenvolvido por Dennis Ritchie no Bell Telephone Laboratories para uso com o sistema operacional Unix. Foi chamado de C porque foi baseado em uma linguagem anterior chamada ‘B’. Muitas das linguagens líderes atuais são derivadas de C, incluindo; C#, Java, JavaScript, Perl, PHP e Python. Ele também ainda está sendo usado por grandes empresas como Google, Facebook e Apple.\n",
    "\n",
    "- **1972: SQL (SEQUEL na época).** O SQL foi desenvolvido pela primeira vez pelos pesquisadores da IBM Raymond Boyce e Donald Chamberlain. SEQUEL (como era chamado na época), é usado para visualizar e alterar informações que estão armazenadas em bancos de dados. Hoje em dia a linguagem é um acrônimo – SQL, que significa Linguagem de Consulta Estruturada. Há uma infinidade de empresas que usam SQL e algumas delas incluem Microsoft e Accenture.\n",
    "\n",
    "- **1980/81: Ada.** Ada foi originalmente projetada por uma equipe liderada por Jean Ichbiah da CUU Honeywell Bull sob contrato com o Departamento de Defesa dos Estados Unidos. Nomeada em homenagem à matemática de meados do século XIX Ada Lovelace, Ada é uma linguagem de programação de alto nível estruturada, estaticamente tipada, imperativa, de amplo espectro e orientada a objetos. Ada foi criada a partir de outras linguagens de programação populares na época, como Pascal. Ada é usado para sistemas de gerenciamento de tráfego aéreo em países como Austrália, Bélgica e Alemanha, bem como em uma série de outros projetos de transporte e espaço.\n",
    "\n",
    "- **1983: C++.** Bjarne Stroustrup modificou a linguagem C no Bell Labs, C + + é uma extensão de C com aprimoramentos como classes, funções virtuais e modelos. Ele está listado entre as 10 principais linguagens de programação desde 1986 e recebeu o status de Hall da Fama em 2003. C + + é usado no MS Office, Adobe Photoshop, mecanismos de jogos e outros softwares de alto desempenho.\n",
    "\n",
    "- **1983: Objetive-C.** Desenvolvido por Brad Cox e Tom Love, Objective-C é a principal linguagem de programação usada para escrever software para macOS e iOS, os sistemas operacionais da Apple.\n",
    "\n",
    "- **1987: Perl.** Perl foi criado por Larry Wall e é uma linguagem de programação de alto nível e de uso geral. Ele foi originalmente projetado como uma linguagem de script projetada para edição de texto, mas hoje em dia é amplamente usado para muitos propósitos, como CGI, aplicativos de banco de dados, administração de sistemas, programação de rede e programação gráfica.\n",
    "\n",
    "- **1990: Haskell.** Haskell é uma linguagem de programação de uso geral nomeada em homenagem ao lógico e matemático americano Haskell Brooks Curry. É uma linguagem de programação puramente funcional, o que significa que é principalmente matemática. Ele é usado em vários setores, especialmente aqueles que lidam com cálculos complicados, registros e processamento de números. Como muitas outras linguagens de programação desta época, não é muito comum ver Haskell em uso para aplicativos conhecidos. Com isso dito, a linguagem de programação foi usada para escrever vários jogos, um dos quais é Nikki and the Robots .\n",
    "\n",
    "- **1991: Python.** Com o nome da banda de comédia britânica ‘Monty Python’, o Python foi desenvolvido por Guido Van Rossum. É uma linguagem de programação de alto nível de uso geral criada para oferecer suporte a uma variedade de estilos de programação e ser divertida de usar. Python é, até hoje, uma das linguagens de programação mais populares do mundo, usada por empresas como Google, Yahoo e Spotify.\n",
    "\n",
    "Há muitas outras linguagens de programação populares que foram criadas após esse período, como o Java, o C#, o PHP e o JavaScrpt, mas como o objetivo do curso é o Python, encerraremos a história por aqui.\n",
    "\n",
    "#### Fonte\n",
    "- https://www.atrainformatica.com.br/2023/04/05/historia-das-linguagens-de-programacao/"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tipos de Algoritmos\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Há basicamente 3 formas de expressar Algoritmos fora das linguagens de programação:\n",
    "\n",
    "- **Linguagem Natural ou Descrição Narrativa:** é a forma de se expressar naturalmente uma solução, utilizando o nosso próprio idioma ou a nossa fala para criar ou executar o algoritmo. Um excelente exemplo de um algoritmo em Descrição Narrativa é a famosa **Receita de Bolo**. Ela contém exatamente tudo o que um programa precisa ter. Sempre que escrever uma instrução passo a passo, ela será considerada um algoritmo em linguagem natural ou descrição narrativa.\n",
    "\n",
    "- **Fluxograma:** é a forma visual de se expressar uma solução, utilizando diagramas descritivos. Normalmente são utilizados para descrever processos.\n",
    "\n",
    "- **Pseudo-código:** é a forma mais aproximada de um código-fonte de uma linguagem de programação. A diferença é que a pseudo-linguagem simula um ambiente de programação, mas a linguagem utiliza de comandos em português para a execução dos algoritmos no computador. Exemplos de pseudo-código são o **VisualG** e o **Portugol Studio**. **Obs:** o Python é uma linguagem de programação tão fácil de aprender que no caso dessa linguagem específica não é vantagem ensinar lógica de programação utilizando psuedo-código, já que a própria linguagem já é simples o suficiente para ser utilizada diretamente no ensino de algoritmos, e portanto, não utilizaremos pseudo-código nesse curso."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Fluxogramas\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Como o objetivo do curso é focar em Python, não utilizaremos tanto no decorrer do curso os fluxogramas, até porque existem outras formas melhores de se descrever um programa utilizando diagramas, como a UML, por exemmplo. Entretanto, é interessante sabermos um pouco sobre fluxogramas nesse início de curso, e portanto, segue abaixo uma descrição dos principais elementos de um fluxograma que você precisa saber:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Processo:\n",
    "\n",
    "Também conhecido como “Símbolo de ação”, esta forma representa um processo, ação ou função. É o símbolo mais amplamente usado em fluxogramas."
   ]
  },
  {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image-2.png](attachment:image-2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exterminador:\n",
    "\n",
    "Também conhecido como “Símbolo de terminação”, este símbolo representa os pontos iniciais, finais e resultados potenciais de um caminho. Muitas vezes contém “Início” ou “Fim” dentro da forma."
   ]
  },
  {
   "attachments": {
    "image-2.png": {
     "image/png": 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"
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image-2.png](attachment:image-2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Decisão:\n",
    "\n",
    "Indica uma questão a ser respondida, geralmente com sim/não ou verdadeiro/falso. O caminho do fluxograma pode se dividir em diferentes ramificações dependendo da resposta ou das consequências em seguida."
   ]
  },
  {
   "attachments": {
    "image-2.png": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image-2.png](attachment:image-2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Entrada manual:\n",
    "\n",
    "Representa a entrada manual de dados em um campo ou passo de um processo, geralmente por meio de um teclado ou dispositivo. Um exemplo de cenário inclui o passo em um processo de login em que o usuário é solicitado a inserir dados manualmente."
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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ljZy3bJH7UIJWRChBKyKUoBURStCKCCVoRYQStCJCCVoRoQStiFCCVkQoQSsilKAVEUrQigglaEWEErQiQglaEaEErYhQglZEKEErIpSgFRFK0IoIJWhFhBK0IkIJWhGhBI0Q/R+EYNgXhp1wbAAAAABJRU5ErkJggg=="
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exibição:\n",
    "\n",
    "Esta forma é útil para indicar onde informações serão exibidas dentro de um fluxo de processo."
   ]
  },
  {
   "attachments": {
    "image-2.png": {
     "image/png": 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SosIYCW5CRZKSklhYDiI2NrZ8rW/q1KlSeynEIbUU7geMoN8r0BYZGVlejQ+Do+hE+vn5aS7CxdgoLi6GuLg4yMjIoOdBQUFU80I2Dqn6IoP4+HhITk5WnzGy8fX1Lc9tk40leyoBrknFxMTAgQMHyotGMPrA3n706NHQs2dP9Yp8LC0qe/AUAr31vREUqt4cbC1Y4XXxVAl0zB2N04hKFvy6jsdSsz+mesCiYqTDomKkw6JipMOiYqTDomKkw6JipMOiYqTDomKkw6JipMOiYqTDomKkw6JipMOiYqTDomKkw6JipMOiYqTDomKkw6JipMOiYqTDomKkw6JipMOiYqTDomIkA/BfIEgHv0+geZUAAAAASUVORK5CYII="
    },
    "image.png": {
     "image/png": "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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image-2.png](attachment:image-2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Disco rígido:\n",
    "\n",
    "Indica onde dados são armazenados dentro de um disco rígido, também conhecido como armazenamento de acesso direto."
   ]
  },
  {
   "attachments": {
    "image-2.png": {
     "image/png": 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"
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    "image.png": {
     "image/png": 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mTJoqzzR5Sdauq171lUxiVLfxzP9enWtvM99oH/dK7y8odb88ViBnzpyV9IxBpipdUpJ4lCxIDrIPeWeUedH5FdkdN0aMGOEPDuR/+AXaxEovDJI4CCvZt3p2drajfnVO9RBTqo4tGxkdMCiJBw4ebqqyySRGPIyNtnrlDXn6uabSul17U30EadBRdP/nn001/C9/e0Lavd7BKXVsOvjG+GpNREXJBYIjrZrGp0FitE9ttdevO5nEeFG80KyVZM+YbV5O/rjV1eymXhs4mcTQ3+TFll7V3N4LrDIHD/+VxMfl2PFqog59J8vUYGw8fJ86dUZ6982UPv0yTcea/1rPnj0NsVI1gfzxNP6HX4DE8BMFIYkVQHRU9O/f3xhp1qxZzjVLYpSAyb3TiIwSFENPIM/yFasMeVKRGHHRmwtnnzx1hmnvoeRFNRLxoQft5tavvCHo1a1J3l/8gfznnx7xOtH88WzbvDYSb9y0VV5u1c60hf334v9kEm/Zul2aNm8j02bMSiAx8oqxZOQ3J7f6nCI/iXEdVWB0uKEd7BfUQAYMHGZIfPTL43L4yJemBjPknSyDjz8uesTRWYYP/vdLly5djM2U2ql+1c7/8AuQWKknnCR2EFYIwNYrMFKqrXlsdTpVSYzS7tzX502PKsaL8T8cOJnEd+9+b4Z0cM0KhpymTZ9pCPnhmo8N+bv1SJcnn33RmSmFdjA6vXAPqq94YaADKLm0Xbx0hdF34OChGqvTD0Li3Z99LhgLT65OYzrpxMnZ8o8nmwhechA/ifEbeUFJvDpnjX1k840qNKrI1dXp44KhsR69M0x7Hs0Mvxz98pj8q0sPGTp8lFwuu+K/ZOwFm02YMCEhPIgfylv0kMRBGAlvWDhEqpLYkhg9thgTRTsS33Aq9B6/3TnNtHUnTso2PdHIXzKJjxz50gznfPvtVY94ZtgpL1/++JdHzZANCIl2JErZLdu2m/YySIvxYLQZX27ZTioqqkx7+u+PP2NmR2Fc2BL51u3bZvjqH0818TrKUmGFqaAvtWwn899b7FxOLonRa53Wq5/g5QJCodMO7fW8vMPStXsfeeLp52X1h6lJjGo7eronTM6WispK8wJCHtFGfu75lw05oRNj1eMmTDVNjXUbNsmdO3fNixBDd5hYg1rDrDkL5E7SeHEYJTFqbApCEiuA6KiorU1sSTwya5ysWp1rnHbJByuk/8ChhrwYLhk/cWpCJ1EyiVGKm3iTpsnBvHwpOFFkengxQQTjwJi0gVIas75eavGKPP1cM0EHGMZep8+cY3qjR44a5w0d4b6HH3lCZrw7R/YfyDP6VuV8ZNJAWxTkr0lAYqRZlzYxXlho+6LajOrurt2fCYaZZs9dIK+81sGUtJhjDUkuiYuLT0lG5hBp1fYNowPPgrgDhwyXZ/7ZTDp27mF64XEvxoIx7IVSd+3HG0z4jl17JGPAEOnZp78cPvql8zhsEz/UcHFQjXFAbb3Tm7d8anpoMSZqPyABxlnRy7puw0aHNFjB1LLN6zJvQTWhQCp0SL3avqM836yVISnImpE51EwCQalsBVXhtzp2NUQz6TVvYxwfJZatjl+58q1pJ6LnGHFQSrd59U1ZuPgDuZs0A8zqtd+YyNG9R7rTa4zraN92S0s3ZLXxUcUdNWaCSQOlIoaxPt2+05sogs4vCOZd4168TCCoIXy+d58hoRlTbt7GVKExtfPdWfNMFdmOT9+8dUtyPlwj7Tt0FsQFNphcghcH2sy2tmEU//qHvdMN5/BDfkDj/j/G/1CdTjVOjOmJaLfB4ezn9OmztZIF47fFJ08KyGaJB4xQncw7fETQi4wpiP5rfgxBRAzFID2kncqJEf/CxYvyVXGxXLx4qdZhKb9uLAPEUA5mdiULXhRmWuWvpyng5YKhJeQVeUE6aN8jP3hBoSlx4FC+UYNhJ9ybrBdLDtEpheeBfuhEswK91MlVZKSFIaezZ0tMM6Km50aCtvakNOyTDEXCbztOjPkECsLqtAKIjgo7Ywszcyi/IYA1wuhdHjl6vGmng6CYnAGSDRsxWoaPHOv0KP92d7D/NeaMLQxj4SWv1BNOEgfhGrXNnQ4ivTjpxNxoTBdFLzUWe6BZMCJrnHTq0tNMN62pNhH0M3LuNKvTCT6G1Sl406ZaxZQQ8f/hD/RGHzyYZ4aZOnZKM+11LL1EJxd6kMOSMFYxKZ00wZI4CKepbT1xEOlRZ8MR4HpilsQJXoQdG1ASp9rZIyEif0QGgTB29kCaCsKSWAFERwX2TgKJG2OrFydxBtQLgTD22MJebApCEiuA6KjQ3u3SSYAB6ghwt0tWpxOcivtOJ8ARix/cd5okTnBUngCRAEcsfvAECJI4wVH9h2bh7B1K9BForLOY/Ift4cwuBWGbWAFER4XfUEqHZjlpMEAXAZ6KyJI4waN4PnECHLH4wfOJSeIER8Wujhhiwgcnw1Oij4DfZps2Ve/OGUSu4Q/WN27erN5ju4HpsDrdQABrvN0emrVyZfUezDVG5IXIINCtWzdDsKVLlwaWJzv8qHiEKkkclLVq26InqDSpt2EI2HXgSnOaU2bGbs3Tu3fvlNfrEUgS1wO0Ot1iHUJpl/86pclIDUPAzp8OcgN5u8JNcd0ySdwws9d898yZM03VDDtGUOKBwLJly4zNOnfuHFiG7Q4i8A8lIYmVgHTU5OTkeB0YtW3e7tzIgNAQ2Lx5s2czbMSvLfAD26kF/1ASklgJSEfNnj17PINdvHjRuc6A6CGQl5fn2aykpEQ9g/ADS2L4h5KQxEpAOmqKi4s9gynNzHHSYIAuAiCuJdmhQ4d0lePMqfx8Tz/8Q0lIYiUgHTUVFRWewTZu3OhcZ0D0EEAV2pI4iLFi+IHVD/9QEpJYCciUarp27WqMtmjRopTXGRg9BOxY8fz589UzBz8AieEXikISK4LpqLI7KKbautaJzIBIIGD32ho6dKh6fuxWtfALRSGJFcF0VM2ePdu8edPT051rDIgmArm5uV6Vt7aTL+qTe/gBSmL4haKQxIpgOqrWrl3rOYRiG8hJhwF6CAS1msnfRwK/UBSSWBFMR9WxY8c8ErOH2oEnkgF+su3evVstj/6eafiFopDEimA6qrBKxfZGKg7uO+kwQBcBW+3VXAjhn/yjtHrJPjRJbJEI6hvzcEFkdm4FhbC+XrtvOI5b0RLbqRXAvGySWMtINemxW6EGOR+3prQZXj8E7JrfTp061U9Birtgf7zM4Q/KQhIrA+qo27lzp1elPnfunHOdAdFDoLCw0LNZaWlpgzMIu9tmFfxBWUhiZUAddefPn/cMuGPHDuc6A6KHAI5ItaTbv39/gzMIu1t98AdlIYmVAU2prkuXLsaION6FEg8EBg4caGy2fPnyBmfYHusDPwhASOIAQHVU2o4SGBGHYlOij4A9ESIjI6NBmYW97UtccQ2xP08ksR+NoP7fu3evV53CZAJK9BHwt4sbsizRP3kEfhCAkMQBgOqo9O+kGEDvpJMeAxqOwP37981CBbRl161bV2+FdnQCeuAHAQhJHACoKVXag8d79OiR8joDo4eAPd1yxIgR9c4c7A0Cw/4BCUkcELCOWv/5TMePH3euMyB6CPibQfWpUsPOtlca9g9ISOKAgHXUVlZWegZdvHixc50B0UOgvLzcs1l9qtSwsyVxVVVVUA9IEgeFbCq92dnZnlHLyspSRWFYxBCwVWr0Uj9Imxb2tQSG3QMUkjhAcB3VRUVFnmE1J9c7CTFADQF/L/WWLVvqrBf2tSSG3QMUkjhAcFOqnjJlimfcq1evpozDwGghYG2G3T7qslEA7GoJjHsDFpI4YIAd9QUFBZ6BNWYDOQkwQB2Bffv2eTaryxpj2NWSGPYOWEjigAFOqd7u4wRDo7pGiT4CY8aMMcTs3r27nDlzpsYM+6vfsHMjCEncCCA7SfjbxpmZmYJeUEq0EfDXoHCOUqpOLtgR9rSlcMBtYQsYSWyRaOzv9evXe8bGQvFTp041dhaY3gMiYI8lBUkxHx4nRliB/ewGELgO+zaSkMSNBHTKZJYsWeIRGYbPysoSTJLnJ7oY9O/fP8Fm1m74th/YtRGFJG5EsFMmhUPIrfH5/RsR4opFCIfKk8QpmdXIgZjSh9k9KIkHDBjATwwwwCHyaWlpZpkh7Ab71WdqpoKrkcQKIFIFEQgTAZI4TPSZNhFQQIAkVgCRKohAmAiQxGGiz7SJgAICJLECiFRBBMJEgCQOE32mTQQUECCJFUCkCiIQJgIkcZjoM20ioIAASawAIlUQgTARIInDRJ9pEwEFBEhiBRCpggiEiQBJHCb6TJsIKCBAEiuASBVEIEwESOIw0WfaREABAZJYAUSqIAJhIkASh4k+0yYCCgiQxAogUgURCBMBkjhM9Jk2EVBAgCRWAJEqiECYCJDEYaLPtImAAgIksQKIVEEEwkSAJA4TfaZNBBQQIIkVQKQKIhAmAiRxmOgzbSKggABJrAAiVRCBMBEgicNEn2kTAQUESGIFEKmCCISJAEkcJvpMmwgoIEASK4BIFUQgTARI4jDRZ9pEQAEBklgBRKogAmEiQBKHiT7TJgIKCJDECiBSBREIEwGSOEz0mTYRUECAJFYAkSqIQJgIkMRhos+0iYACAiSxAohUQQTCRIAkDhN9pk0EFBAgiRVApAoiECYCJHGY6DNtIqCAAEmsACJVEIEwESCJw0SfaRMBBQRIYgUQqYIIhIkASRwm+kybCCggQBIrgEgVRCBMBEjiMNFn2kRAAQGSWAFEqiACYSJAEoeJPtMmAgoIkMQKIFIFEQgTAZI4TPSZNhFQQIAkVgCRKohAmAhEhsT/CzX6/aUjO/51AAAAAElFTkSuQmCC"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image-2.png](attachment:image-2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Mesclagem:\n",
    "\n",
    "Combina vários caminhos para virar um só."
   ]
  },
  {
   "attachments": {
    "image-2.png": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image-2.png](attachment:image-2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Banco de dados:\n",
    "\n",
    "Representa os dados hospedados em um serviço de armazenamento que provavelmente permitirá a pesquisa e filtragem por parte de usuários."
   ]
  },
  {
   "attachments": {
    "image-2.png": {
     "image/png": 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"
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    "image.png": {
     "image/png": "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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image-2.png](attachment:image-2.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exemplo de fluxograma:"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Fonte:\n",
    "- https://www.lucidchart.com/pages/pt/fluxograma-simbologia?authuser=1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exercícios\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. Qual o nome que se dá ao passo a passo para a solução de um problema?\n",
    "\n",
    "<form>\n",
    "    <input type=\"radio\" name=\"1\" unchecked /><span>Cálculo</span><br />\n",
    "    <input type=\"radio\" name=\"1\" unchecked /><span>Solução</span><br />\n",
    "    <input type=\"radio\" name=\"1\" unchecked /><span>Algoritmo</span><br />\n",
    "    <input type=\"radio\" name=\"1\" unchecked /><span>Receita de Bolo</span><br />\n",
    "</form>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. Qual o nome do tipo de Algoritmo em que se utilizam figuras para se explicar a solução de um problema?\n",
    "\n",
    "<form>\n",
    "    <input type=\"radio\" name=\"2\" unchecked /><span>Python</span><br />\n",
    "    <input type=\"radio\" name=\"2\" unchecked /><span>Programa</span><br />\n",
    "    <input type=\"radio\" name=\"2\" unchecked /><span>Linguagem Natural</span><br />\n",
    "    <input type=\"radio\" name=\"2\" unchecked /><span>Fluxograma</span><br />\n",
    "</form>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. Qual o nome do(a) primeiro(a) programador(a) da história?\n",
    "\n",
    "<form>\n",
    "    <input type=\"radio\" name=\"3\" unchecked /><span>Condessa de Ada Lovelace</span><br />\n",
    "    <input type=\"radio\" name=\"3\" unchecked /><span>Bill Gates</span><br />\n",
    "    <input type=\"radio\" name=\"3\" unchecked /><span>Steve Jobs</span><br />\n",
    "    <input type=\"radio\" name=\"3\" unchecked /><span>Guido Van Rossum</span><br />\n",
    "</form>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4. Do que se trata o Quarto Chinês?\n",
    "\n",
    "<form>\n",
    "    <input type=\"radio\" name=\"4\" unchecked /><span>Um quarto onde se encontram chineses dispostos a fazerem programa por um preço</span><br />\n",
    "    <input type=\"radio\" name=\"4\" unchecked /><span>Uma teoria criada para refutar a ideia de que o computador tem inteligência</span><br />\n",
    "    <input type=\"radio\" name=\"4\" unchecked /><span>O nome de uma sala onde são desenvolvidos sistemas de Inteligência Artificial</span><br />\n",
    "    <input type=\"radio\" name=\"4\" unchecked /><span>Uma sala onde não entendo nada do que dizem, parece que estão falando chinês</span><br />\n",
    "</form>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 5. Para que serve o símbolo **Exterminador** do fluxograma?\n",
    "\n",
    "<form>\n",
    "    <input type=\"radio\" name=\"5\" unchecked /><span>Para marcar o início e o fim de um programa no fluxograma</span><br />\n",
    "    <input type=\"radio\" name=\"5\" unchecked /><span>Para exterminar a raça humana e dar a Skynet a vitória da Guerra das Máquinas</span><br />\n",
    "    <input type=\"radio\" name=\"5\" unchecked /><span>Para vir do futuro para matar John Connor e a mãe dele, Sarah Connor</span><br />\n",
    "    <input type=\"radio\" name=\"5\" unchecked /><span>Para marcar o fim de um processo no fluxograma</span><br />\n",
    "</form>"
   ]
  }
 ],
 "metadata": {
  "language_info": {
   "name": "python"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}