{"id":103,"date":"2023-10-27T14:30:55","date_gmt":"2023-10-27T14:30:55","guid":{"rendered":"https:\/\/drmohammadsalehi.ir\/?p=103"},"modified":"2024-04-23T09:39:42","modified_gmt":"2024-04-23T09:39:42","slug":"o-que-faz-um-cientista-de-dados-conheca-a","status":"publish","type":"post","link":"https:\/\/drmohammadsalehi.ir\/index.php\/2023\/10\/27\/o-que-faz-um-cientista-de-dados-conheca-a\/","title":{"rendered":"O que faz um cientista de dados? Conhe\u00e7a a profiss\u00e3o Est\u00e1cio"},"content":{"rendered":"<p>O AutoAI simplifica a ci\u00eancia de dados corporativo em qualquer ambiente de cloud. O volume crescente de fontes de dados e, subsequentemente, dos dados tornou a ci\u00eancia de dados um dos campos que mais crescem em todos os setores. Como resultado, n\u00e3o \u00e9 nenhuma surpresa que a fun\u00e7\u00e3o cientista de dados tenha sido apelidado de &#8220;o trabalho mais sexy do s\u00e9culo 21&#8221; pela&nbsp;Harvard Business Review&nbsp;(link externo).<\/p>\n<p>Quem busca uma faculdade gratuita em Ci\u00eancia de Dados deve conhecer a Universidade Virtual de S\u00e3o Paulo (Univesp), que oferece essa gradua\u00e7\u00e3o atrav\u00e9s da modalidade EAD e sem qualquer tipo de custo. Para garantir sua vaga na faculdade de Ci\u00eancia de dados, inscreva-se no vestibular online da Ampli. Voc\u00ea ainda pode encurtar esse tempo otimizando seu tempo ocioso para assistir \u00e0s aulas e cumprir as atividades do curso. Vale destacar que o steamlit utiliza como base o React, um importante framework para desenvolvimento web front-end. Inclusive, essa parte ajuda na cria\u00e7\u00e3o de hip\u00f3teses que podem ser confirmadas ou negadas posteriormente. \u00c9 uma forma de estudar as bases com a ajuda de elementos visuais como os gr\u00e1ficos e outros m\u00e9todos de visualiza\u00e7\u00e3o de dados.<\/p>\n<h2>Mercado de trabalho para o cientista de dados<\/h2>\n<p>A especializa\u00e7\u00e3o em ci\u00eancia de dados ajuda a desenvolver as habilidades t\u00e9cnicas necess\u00e1rias, al\u00e9m de promover o di\u00e1logo com profissionais refer\u00eancia no mercado de tecnologia da informa\u00e7\u00e3o. Durante a jornada, ele ser\u00e1 guiado por conte\u00fados fundamentais em ci\u00eancia de dados e intelig\u00eancia artificial, como programa\u00e7\u00e3o em Python e estat\u00edstica aplicada. Tamb\u00e9m ser\u00e3o trabalhados os alicerces de engenharia de dados, business intelligence, data analytics, data visualization, data mining, machine learning, deep learning, dentre outros conceitos fundamentais. Essas plataformas tamb\u00e9m oferecem suporte a cientistas de dados especialistas ao tamb\u00e9m oferecer uma interface mais t\u00e9cnica.<\/p>\n<div style='text-align:center'><iframe width='566' height='310' src='https:\/\/www.youtube.com\/embed\/5-COUIPpfSE' frameborder='0' alt='o que faz um cientista de dados' allowfullscreen><\/iframe><\/div>\n<p>Para facilitar o compartilhamento de c\u00f3digos e outras informa\u00e7\u00f5es, os cientistas de dados podem usar notebooks GitHub e Jupyter. A fun\u00e7\u00e3o de um cientista de dados \u00e9 multifacetada e se enra\u00edza profundamente na an\u00e1lise e interpreta\u00e7\u00e3o de dados complexos. De acordo com o levantamento da Robert Half que mencionamos no in\u00edcio, o sal\u00e1rio de um cientista de dados s\u00eanior pode chegar a R$ 26,7 mil. Se voc\u00ea atua na \u00e1rea de tecnologia, j\u00e1 deve ter ouvido a cl\u00e1ssica frase \u201cos dados s\u00e3o o novo petr\u00f3leo\u201d, proferida pela primeira vez pelo cientista de dados londrino Clive Humby.<\/p>\n<h2>Como \u00e9 o trabalho de um cientista de dados<\/h2>\n<p>A Ci\u00eancia de Dados busca extrair de dados informa\u00e7\u00f5es relevantes que podem ser utilizadas para influenciar decis\u00f5es. \u201cPrecisamos espremer os dados at\u00e9 que eles falem com a gente\u201d resumiu Mikaeri brevemente sobre a sua rotina. A sua ess\u00eancia, entretanto, <a href=\"https:\/\/deliriumnerd.com\/2024\/04\/22\/cientistas-de-dados-empresas\/\">curso de cientista de dados<\/a> pode ser encontrada no Golden Circle, ou, o C\u00edrculo Dourado, em portugu\u00eas. Com o avan\u00e7o da tecnologia, a quantidade de dados dispon\u00edveis cresceu consideravelmente. \u00c9 tanta informa\u00e7\u00e3o que a necessidade de us\u00e1-la e analis\u00e1-la se mostrou natural.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\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\" width=\"305px\" alt=\"o que faz um cientista de dados\"\/><\/p>\n<p>A expert  Caroline Oliveira explica como identificar um problema de neg\u00f3cio \u00e9 essencial para a an\u00e1lise de dados. S\u00e3o t\u00e9cnicas e boas pr\u00e1ticas que ajudam a transformar estat\u00edsticas, gr\u00e1ficos e relat\u00f3rios complexos em hist\u00f3rias interessantes de entender e de acompanhar. O objetivo \u00e9 ser o mais democr\u00e1tico poss\u00edvel ao espalhar o conhecimento para que todos consigam compreender, de maneira clara e precisa. Para isso, \u00e9 fundamental <a href=\"https:\/\/www.asomadetodosafetos.com\/2024\/04\/a-importancia-dos-cientistas-de-dados-para-o-desenvolvimento-dos-negocios.html\">https:\/\/www.asomadetodosafetos.com\/2024\/04\/a-importancia-dos-cientistas-de-dados-para-o-desenvolvimento-dos-negocios.html<\/a> estar atualizado com rela\u00e7\u00e3o ao debate em torno da Lei Geral de Prote\u00e7\u00e3o de Dados (LGPD) e do foco que ela d\u00e1 no consentimento para estabelecer rela\u00e7\u00f5es comerciais justas. Uma vez que os dados representam ativos t\u00e3o importantes, \u00e9 necess\u00e1rio ter  cuidado maior com eles. Nesse sentido, o ideal \u00e9 aprofundar a considera\u00e7\u00e3o da tecnologia em servi\u00e7o da sociedade, para o bem de todos, e n\u00e3o somente como um mero produto para um fim.<\/p>\n<h2>Setores que demandam profissionais<\/h2>\n<p>Essa \u00e1rea envolve o penteamento de dados para encontrar nuggets de grandeza que podem ser aplicados para o sucesso da empresa de alguma maneira. Com o uso de ferramentas de Big Data Analytics a gigante do setor de cr\u00e9dito diz ser capaz de identificar clientes que pretendem cancelar seus cart\u00f5es de cr\u00e9dito com uma anteced\u00eancia de quatro meses. O respons\u00e1vel por compilar as informa\u00e7\u00f5es dever\u00e1 estar muito atento para n\u00e3o gastar mais recursos do que a informa\u00e7\u00e3o realmente vale e para n\u00e3o demorar muito a apresentar os resultados. Afinal, \u00e9 justamente na insist\u00eancia e nas repeti\u00e7\u00f5es realizadas com par\u00e2metros mais calibrados que o cientista de dados pode encontrar a informa\u00e7\u00e3o mais adequada e valiosa e, com isso, mostrar o seu verdadeiro diferencial. Nesse ponto, \u00e9 importante realizar experimentos com diferentes modelos de simula\u00e7\u00f5es, variadas t\u00e9cnicas e diversos cruzamentos de dados.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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pGMdVRxQNqXscS3csfzgZYwMzxbWzO03NtbFtFs7h9LBSPwyZldUOljM7mgtY1zmz77dggZGNO5YGu1JNwLNKjSmloyRCjKauVL3UlibG97Dle0iRrozmsbXIvbmnU6W8NFuNoIKgh0IyEm7o75dPjFlzpob9PivptvQ1NNFHM9uVjmgOsCecNQXlwuCNfLVVEYpo11y0g2Dg4gNvrzezQ6doWqnWcdaTZrxOGy\/pmvcntoMDkpaV9UHNfGx+7PQWlzsrHWPFubKPnDouRRCun4RVsnjFFL77HURgOBcb5fey0Xto8EMsRa2TpXO8YovR6iWDMHBj7NedMzHAOjceoljmk9Vyr2lXdWCbKeUFCTSNnBYrAvPTzR3DifO3kpSnjL3NaPjG3nxPkteFoa1rRwAsO3tXu6tKaUUkQpvM2W+NlgGgaAAAd2gWliu7c3I54BBvcWdlIHTqB08Lr5wu3UA3r5HPe7Vjbh0bWi5YHXu5zs7LjSwuOta0VOZmssxrW5gRutMpJLS14bY\/WfMrPifGHGGSmrX6\/wa8Dw3NPNJ38jUexzCy27vI4iNjmOc4sYLvflcNRYEWbqT0gXWlXVTg2N+7EDmSlr\/AF3NfYk6teSB1WHVx6tmqY+OpLzZj2WYxj3uuxrbENOY803aeb\/f4arWdTPbJNUyRsfks+Vr8zmvc8mwdf8Abdmdf+6eGi5Ttpt6t+5fqjFcjaZjr2nMI3uAGZzdTmj1517WFhc3s3hqp+hxCKYAxva4kZstxnAPW3iqbFCXte9kjWxk5XgOLSWlzQLQl13t6bAH67amVwLnMdlEdnt0ySZRq1+UdOvX8YdYVrgeMVcLo\/1R6Pl5Pl+CBiuG06+q0fVfyix4+Ny57+ggvHeej+L6wqcTfU8TqVYtpsSE1PT29ZxcXEixsw5TcdFyAfBVtTcZUjUnmhs0mvVXNGGhKMLS329tCzbCgNkc4\/HBjae0WcfOw8lclTcPaYmMA9Ztj86+Y\/SrdBIHta4cHAH+SveFStTydNfcqeIRvPMVPla\/Uov3pv3U65eun8rH6lF+9M+6nXMFy\/8AkP7t+SL\/AIN+3XmwiIqMtQiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIArbsZ8A\/5Y\/YjVSU1gEhawlpIOc8PZb5qXgpZalyNio3p2LevQJUXDiR+OL9o0PiOn6FvQ1If6pB7OB8lfRqKWxTyg0fbOp3D8TZHBC18RlybywHQXy3a4+ZFz+13Kvnr8V98MxD3tkzWgywTODLi4LMrnNLgeJBeCO1vDgsMRHNBr1JeB0qehcZaN1W07wOhpoXOLWvJa0RhxcZCOMmUuaxoXjEsUj3sLHR70mLJECLODXtIDjqMzg1wAbfpvra6gMe2oc5m7MO6JGSWzn2dDmzMAaTZtnaacQAtmkr2SbmCmc91Y+IB80zcoG7iGVkRbzho1rB0mwOmgNDOy0LjW51H+zvBNNjYlkOYSROErLHdxsYHNY1tzztL9et+JuV+pKbZKi3bv0anF3ZjaGMXvrqbEnXtXMv7MewzaGi9NndI+sqCczX83dgOy+qel2UHqtay61X4vFRscZc7za4iiaXyG3YNG95IUK0ZSu9izp5oQSW+5AY7stRVMYhmp4Xs6GuY02A4dVuJ4L82ctHIrkkknwwDdkE+j2tkc0i+7Pxha51XcsT5V6VtQ2CSnqGtde0gMbrEfFczNx7QVOCanqm7yN7CxzHOubZdWE3IPG1uHHUKtrKUJXpsnaVIZZ\/8PxPgWFS0VRDvQczm5o7DQgEgjrJB4qobVVAlral7eG8yDq96a2Ikdl2E+K7Xy4wCjqsPnJGRsdfOQwCz2wVlMIQ2znBtzJILA9HQuJtoAWi9w\/iSDfU62IPG1\/oXW4Gm3SXXc4jEtKtLpsaMM7meqSOziPJSmGVm8kjje0894bzLkkE62HG9r8FHz0T28BmHW3j5Ky8jAh938MkqiGU1PO6rnc71WtpIZKhuf8AumSONnz7dKlZpwNTjGSP07gHInTjJUTOcaq7ZJ2jK6Fk5jO8jYCdWtc4C5vfd30uAPnivJMxkhbSslilmlaBOHZ442PJzujjYAd4AXcbevcLqWCvDoWSNkD2SNzMcHAteDbXnAkHXhmI6lO4Y5xAc0ZrdIy\/\/QTbyXP4xznVs2zrOHUqUKP0p\/Op+SKzk5fJNM2dsjHsnlbCamN2VscZJLXyC957Ac3Kc2YEEggKlYzSGDPB8MxvNfM4F8QaJMo3bmOdYkBzctgbBx1uv23t7goxGn3JJZIxwlZrYOkZqGPIBIY7QE\/XZfkfbLBmioq92WQRnMHw5MxLmvcHgtJs0CRvmb9CwhJqWU14qhBQzR9SjVGHxtyyNDnhrdGZMpc06OkJY67bWJ1OvmoPEqU5M7LEsadGkhwZdwDyRxcTc26h4qwYy1rhkp3uO71AAOV9y33uzW2Lr9HaOvSDrqeRjXyEkgkuuNMxsS9obwaxvPvp1C3OC3yK7Qipjmaw6WDGtAHEZRYhw6De5v03XrD4c0jeoc4+H87L4RXvrpzfxuPrUzhVKREZjwc7IPmi\/wBJzfwq4wUcyXgVmJllfmbV1N7Pz3a6M8W84eyePkftKDutjDp93I13RezvZOh8uPgrrDVezqJ+5V16eeDR8OVj9Si\/emfdTrmC6fysfqUX70z7qdcwVJ\/kH7t+SLTg37debCIipC1CIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCnsAp3Ohc5tjaQi3T6rD48VAq1bIfAO+VP2GKXgo5qliNinaB4cCNCCD1EWKAqbkYHCzgD3\/gehaU2H9LD4H81aypNbECNRPc+Hpr8pYTcEWueIHf\/AFxUnspMxrpBM7dwO3e9ktzo495aR0Z4h+Qvtbq7FCOFiR1G3kpjZ6BksVYxwJk3bN2LjW7yx1xxIBezz7kp3k7X5PfwTZvo2jNNH685U9j8KiYDNnhqwXPhbHuw11IQ25L5SGtp2A5AL2aGNaGkkNP5hpNnZKnFRSYYJXFziIXNDo3GMAkygixAsND1DtX7KoMVZjeztJWQW381Cad53b5BDVwxmGeFzm\/BlsokLXOsCHArlWy9XS0mI4XLCS\/EZqyVuJOcw5wZCY2AZgMrcgzaac7o1C5VNwm4nXVoxrQjJnS+T3k7xSjpwH4hNVWtaGsfPKALc4MkEoc0dXHgNFUeXXBqqQUBkqK+jImkp5YqSqfFTvp3U0tTJJNlbme7PSwxtPxRM868D+hMOrAGjVVflapfSqRskTA6WmeZLHTOx8UkMjL2NjlkLh0XYAbAkhGnTglUjujGUpzfZtaH5x5Idl5MQqJKeqewZWtcJKS0Za5xIlfa2WTQNA3rXXIF72Wryrbcz0kEuHUFNPAz0uWh91IS40tXHSS7qfcaXp5N+xrXtu8DnjMux8m8jHP9Do4nOrJ8rp6hz4hDSQtf7495hkcXS5b5Wt4l41FiROcuuxlMMApKaCNjIMNqqd7C5jZjFGH7qaZwkvvHlk8rnOde+ZzjfVbMPSVS0pa66eBFxlV0oZY3Wj9T8a4zHI+hpxJMJyJpbXmbJkie6KRzRqCM0sQPq2tmvbS8FI0tJDgQRxBFiO8FWk4VJU43VRwEUojrKiOqqiQxjBDJK+eTOdIwGMkkJGkbGlx0brW8RqBJNM9heYnTSviEnriOSVz2h39+zgT2krrKNkrI45u58brf2bIFbTks3hdK2LLlDi7endgZSRns5zSGki5aNRxUddTewdC6rxXDKZgcXT4hSx8y+YB1RHneC3UZW5nE9AaT0LZJ6ani3P1TyVl9bg0zIQ6SnppXMp5A10Re2wcWgE80te17S2+mnWoTZiprGVcnoE8scjXXdRS1DJcxBAeBSveJHN7WHuB4LveE4RFRU8dJC1rI2C50a0Pc45nEgAXJJJPeqDtdsJmxWOuZDHMCHWLnua28sLIJI6iMC07MrGkAkWsONguSx7k551e19bHbYCCjSUHa\/K+hL4FjprGhz8rZxdsjGm7cw05pNjbTg4Ai1iAVw\/l8wiDfwyQRysqDvnVBy5YrWLS7N8bnPJ7LE8Tr+gcL2VhpWiQj3zLqS97rntzEns1J4DiuIf2iMVq6ZxaylmlpnG7Jo2h7LOZkdE61jG8EuI4j8IizRknImVVCdOSR+b6uD0d7BHK\/IHnO1rm5jUMecrY23uW5XMGcgAkHValVgtc9r6n0eobFExr5pXMIZGx7iGyPDtd0XD1rW0HWF0vZHYGvdFJXeiOELYWT0rJd20CV8hhbI9srgQdGGwB0IvawXQ8U2eo6LBq3Fq2GrFQyjqHVHprvfpJJoxCKcEcxzJJJ8oDead4LW4KRLEfqsiBh+GZ4Oc3b5zPyq1ouctzrluekg9HZwVggmc2Lc3BZYaEcCNbg8Rr9arUDy2ztL3uNNL9PHt+pb8OJ\/tjxb+RXSYKpkh0\/o5XEwzsk7pdfGGdr\/VIPZwPkV9bqcncitEfygV5ko4YyPVmbd19XERygd2hVEVv20\/V2fLN+xIqgqTic5TrXl0Ra4CCjSsurCIiriaEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAFadkfgH\/Kn7DFVlaNkz7w8f7U\/YjU3Ad76Mi4vuyaXzqpMjCengO8\/19C9hyj8SluQ39nU95\/l9auZysisgrs01LbPzmncZwLmxYL+qGkgucf4TbtUUxpJAHEmw8VMOpgWMYeaHnIwk2zEWuB18RfvUNr9DZLjK00d8\/s7Y3iEFBWjDcr4KiV3vMwL2tk3TGPnis5uR9gB03yC40X3q3QUeISyPcHSshY1r7guzuIZmzW50maxJ469d10vkM2AOFYNTb0gSyROle0WIaZpHSDUjWzSweC4TymYkxtfWU8RYySWYiSVzrjMNW2JPNAAaLD+Z5qLc6rXyx1bap0V6e53rYrlDbU2Zdls4iaS4Xc\/g6wHRYE36LhdOmmbublwIc25LiGtsRfMb8GAdPUvxxye076VzXZsxfJmJaSczHG+UG1wCWnyOi7ftu2vxLDqShonNp5qmxlqJSQyKGMF5zBou69mNsB09i0VWoSsuf2NtJynHMT2ObZUeExSPoKuhFUTaV0sElREDqb5YHtJsQRbMB2jiqFtDy5T1OH1UVXBCWU0ElRUzMbJTNka3L6LDHGZHOifPJJTsF339+vxGlIxXkqxWlgIb6PXWDebSE717oxmJeZ7F5Lsw4rknKTi+Iy1MrcSDoJpWxxzwWjYC2mDTCHthAa4C7SDqSWdiuuH0oKF0UvFKtTNaX43Xn\/Rox7Q1VUHNqZjISLusyKLeF0hkkdJuWN3rnSHOXPuSbEk2FsXUDBIWODh0dHWOkKZikDgCOB\/qx7VeUp3Vjn6kbO59bq88hW0LMMxylqpIW1BySQxBzsm6lmblErSQedl3kf8A4xVEuvrR1RgkinaLmKRkrb8C6J4eB26tWyazRaMYSyyUlyP2rgfKlNisz4ocMneS7dCc1EDYo7AXMgcQ5otrYAnhouh4RI5jdxKQ8x+q4cCOgeHDwXHNkMVqGvMUWIYTiDQwXp6iI02IRXaAHek0rbyNIIs50bjw1J1XQMAqZ2Ex1QiAN3wvinfM2xNzES+Njg8a8RrfTpA4uVWz1ep9ApxbpLRW3uiy1s3HoHedPEqDq5gQ4ODXN6QdQtPEscAJHVYWN+8\/R1Km7U7ZxxQ8bOI9W4zX1006ejRRa1TM7mylaOjJXE9raOnlMdVVU1MI272KKeVsUUz2Eizv242XDiwWuWDXRfnT+0jyvtxtkWF0L5JaOJ4fU1T2CJtXLG67GU8NgWUzX2fd9y50bLaNGa3V2xL8ZgqK6ra5uUg04NwbC97fQFwjbHBPRKl0QHUG9lzbz4KbgIZ5qHqV3FcRONNtLT7\/ADqQz6dxaC1t29AHEAacFqkW46d6nmNsABwAt5LEkYd6wB7\/AMD0LrHR6HHqqQzVsRVb29Nx1HVfeTDx8UlvYdR+a1Zad7eIuOtuv81hllEyupGptRVZ4Gi1jvQez1Hj8VWlN46fe2+2PsuUIqnGSbqaljhlaAREUUkBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBWfZQ+8u+VP2GKsKy7LfAu+VP2WKZge9I2L7smHvsCTwGqiXOJJJ4k3K28QfoG9ep7hw+n6l9cEwWescBCzmXs6Z92ws68z7a26m3PYrKrIg04m7sJgj8Qrqeli0dNIIw4\/EHF7+8NBsNLkgdK6VsXsG7EdoMLpw3LSUcrHVFzr7zVOdu9Ol7gCTwIaetbXJDgdPh889SJ97PTU4ewNa2O59Kg3mTeXGbIDbjpr1hXLkxxVtFjzd4GsixMOjjcHAtiqc43bbgmwMgDBqfhgeCr8dNui8nn89CzwFOKqpz6\/wDPufobayQQ0coZoY4nBtjlIs0ga9n4L8J7fvc+sqHy3JcbtN7AE8826uaDoOtft3GpTNmjd8dtj4jVfnLln2CeBLMxpLWgvBPDRxLu42N1QYbErOy\/xeHcqenLU5zsPtyaGohdIBKyHgHjp4DMT8XsX6F2E2jixXeV0k0dO\/dmJkbSckUeS4vziM1xe\/Tnt3fkaamDC4E5SNbdFrHS3Xw+lKHGpIXXa91gfUucvjpwtp4qVVw0ahX0cbOlo9Udf5Q8cr4qx\/o2ITmlY\/Kd1IxljdofZvHLzhrpoVzLa2V1TPK+R7pHEkNe7jZpIaOwW6PyUZPjT3uLiT09PX36nh09XYtmkaJg0CRodfLlkzA30s24BF+HFXuCUIwUEUeNqyqVM7\/4QbxYkHQhZhnLDdp7x0HvCm6rAZXataX2v6hbIdOOjDmFuohR9HQOE8bJGkDeNDwRwFwSHA8NOtb3CSehqU4tFtwGBjGNklYDMbOsQHNYDq0AH42guT19ms6K029Y2twLiRw4W\/rione9\/b9Otz3Bew\/QW0t1dH9WVtGKSsQG9bn6Z5P6PC5aCgqpWRuqhTsaZWuLZBI1oY8FoNgbg3Tbraako3MYx7jKbOZFvLu53Q4Xvfqtfivzlh9bPpFA+W7zZrIs1yXaGwbwJ04dinv+jtVSbmodl3tQOfJIXSyRHO9rY3Su6LMvcaa2FxYnlsfwpRk5XOmwfGHkVO3QveJ7YSvF3R7oHpcdWg9TTqTwVh5NtkBVvFZUtc8cWCQacOhp\/rVfXk45OmPLKquf6VIA1zGX97bfhp08O3gu24fRtY0ABrQBYAAAAdw4KkVHM7IvoS0zSIDEcPaIRG0BreFgLC39BcM5S+SiTEw+opC1lRC55aH6RzNJ9QuHqHTQ6jzuP0VicWbmjuuoraGtgwukMs1rkERRAgPmf+y0dWuruAB7gfaaq06qlS3RlWVKpScauzPwjj2B1VA\/JWQS07ibDOBlcRe4bI0lrjpwBUddfovHZzWunM7WyGoOrXNDmBtwcgBHqgADw7Vz7HeTcODpaZ25\/uOu6K510+M0a9o7F1tHFXSz6Pw2OKrYWzfZ6rx3Oa3WbqRxjAKmkvvonBo\/7xnPjt15m+qPasosmwv0AX8FLUk1dERprRkBtg8ENAto4XPTctdx8LearamcefmbmPTJf6HKGVDjHeo2XGGVoWCIiim8IiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAK6bBYRLUwvMYaGCYtdK85WB2SM20u5xsRoAeKpa6nySyB2HyxGwcat7onf7QwwDIesOAAHbbrK3UJuEro1VoqUbMnKXY6CHLNMRVlx00Ladrm2ux0d7ucLg2cbEG9rFT8krXsBa1jDGA1zIwGsLODXsaLBlvVIGmoPTYRFPWlmZr\/AIN9hIOotvlkH95hJ8C4dK3YGuYSeO7vn1HOaQczQfjEtuR2gHoW1zctWa4pJaGthNUYJ3XJyO5haP2SGhpFjwvlBVvxrCp3RztjDXFoZVUsoe1s8Eha+ZmUtAzQvZnuR6pYwg9BolZd8j2C4tmDXHQuc0OdwA05jZH9fMHToul7OYk2qoKKezTJADSTsLg3Pu3E5SeLSBunNcOBaOOoSLurGR2Xk32h91cNgrv\/AGgDc1jALGOqiA3gy\/FDgWvA6pB1KVxylZVQvYQCC05gRx81zTYHaOnw7Eamerqo6fDsWbzpHxvbHDiNPFBI4OYxtoi6OpIebNAeWgDLZXmq2rwyOmndFiuGVBDHObkrqXO5xGjcme979Flz+Kwsqc24rQ6PC4qM4LM9T8q8qOzTYKqSNli3MbWtpfoVH2swltJBA4OzPc8lzbWsMupv0gHKPFdR2lrKZ8b6ueoidPI8vEMbhLKGgnI0hlww9JzWXIsdqH1EjnScODR0MbfQDtUmhGpK19irxTjd25ka6Yloc3jYteNL6jRw7LadllJUdnhpOl48twRq5gPNIPTwt+PBQ0bC11uno6iCprCYtC1w97J4cLO6+wjRWFGq4srpU00SML5Y3B2Zw1DmSNJ4jUHsd39XiblgePxzwmmr6eKcNu6nnDQyppndIhlZYmK9nbtxLei1gLVahh\/ZLbdAuXN\/vdYHDgpmgpW7xrTYEuDA5uYgOuANALknMBYdat6NaMlqyvq0GtiHbUETbmznSZsrWMDi6R2tsjWgudfS1tVeMM2PeGCWvf6O06injDXVDrn459SHxzO43aFcsEwhlFE1jQ3fO508w1cXuADmNcfVjAAbpa+W51K1MblcAbC+trcTbzWVTGtbCOHbVzXpq+ChjAp2MiubOfvAZbWuMxPOfcgNI4WJFtV0XZRzMXEdw0NfAxsYsMrRG0NEWXgMtg23YuR+iRTPs8ZXcNOB46Ek\/wBXVo2XdUYc8SUsuRpOYMeGyNJB45HcDfS7TcqnxHa1lvYsMFloyvJX\/g7rsw70W0D2bstNgQXEOseIzFXFlVzRZcKreUasc3n+ghw03vok5IH++y\/8lp7QQYxLHG+s90nU87M8baemMEEsdg4h3o4LnAixs86gqLTwlRPVounxCFrJNnUdpuUalo88cOWsrB\/3UbgYoT11EzdG2PxBd3dxXK8YxaetmdPVvdJIea1gFmsBHNjjYPgox5nib3JVbpagutHCzdNGhJABbr+zfj2k+SlIGDMALkN1JIBL39fbxvrfirCnRUEVtbEyqvX2PpKCHMvxIINmkakjQA8LcOjgtt0fNAPC3R0nThZaksnv7L3F28SCO\/w4aFbAlzdYHHX\/AJ8PzWw1GrVwZtLEgm1tNewXBCpG1OydLOHljDA8kgyRWawuvzwY\/VcAb3IA71dsVmyNfly5yA1mmm8lcI2367EqPri1jWRAF7sto2XsS1pIMkjtcjbn1tbnSxKyjJrYxlBPc\/OfKDgMlDla\/nMc8GORoOVwyuuOxw6Qqgu5cv1I1mGU7rgvNcwGwygD0ep0a06gaDiSeK4aouId5mylHKrBERaDYEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAF1bklojJh0zrc30uQF3QLQQE69GhXKV1nkgxOnjw2aCsfIYzWPlEEIbme7c0zc0xda8ItcNB1yO04LOnuYT2JXEJLN3py5bHezO+D5riMwt6xcAHW4c7S63dkMQF3VDmvEUdLoZGjO+OIZ943MPeozkjYALFxkPavptTTtqMSo8Mis6JobUVOT1Hhpc5gH9wtymx6HJjtUBh9TDljEkldDSl7G5Xuytllka43u4AiPTrK32sabnnBGZG0c8hcHzVBleRxbvIah7Gi\/UxrCB1lWKeiqaYuraENfE9jZpYSbwSPidoA0DSJzLAG4OsYvnDgILEy1oZY82GtggJBFrNpjCD2DQ+atGAV7gzEKNh0c1r92buZPSTO3zon5QTGGOMhbINY3Q2sRI9rskj1HxdiTJpYm01FUYgyZk07oMgkk3LyQwZWOvvImQMDiC03Y9vSqLtN6NTybxrCHPAdHRulZM2MkDnyTREh0PEhoNzoL2BKk9ptoW4dPXxUDjaqmzhjwx8lK1kpkYHzNJDpvVvkNjYkkhxDufSyF7i5xLnON3OJuSTxJKs6OFVP9VRfq5Lp5+Phy59CBVxDnpDbr18vDx9upInGnHjDSf7j\/8ApfWkqHz5g2HDRltffOpaYa39U1MzA86fFvbS\/EKHQcQBqTwA1J0voBx0B8lJdR+HsiPkXxsnXUbybmHBCev0zCb\/APzi+rGTA3EeDAnj+m4Tr3\/pmqrrQSSACSOIAJIsbG4Go1WMwtfoN7HoNrXsem1x5rHO\/D2RlkXj7loMtTfNlwcE9IrcJH1Vi2mYtXtDQH4WAwhzB7oYXZrm58rgPTOI3klj0ZyqeATcAElurgASW3vbMOjgePUsMGb1QXaX5oJ069OjUeadpLw9kMi8fdl6dtJih4zYcf8A4jhX+cXzfj2InjJhh78Qwo\/\/AJipLhY2IIPCxBBvYG1j02c3zHWvW7dxyusL3OV1hbjc20tY+S97WXVeyGRePuy4jGsQ458L\/wCPwr\/Nr7DaTEwLCbDbdXp+E\/5tUd7SLXDm30GYEXNr2F+JssNF7AAkngACSdL3A6RbVO1l4eyPMi8fdl3dtBiR4y4ae\/EMK\/zisUPKvtKxjWNxOnaxjQ1jfdPCbNa0WAF6rgAuTHQkHQjiCLEX1FweGiynaS8PZHuVLr7s6FXbYYvPI6Wapw98j9XvNfhALja13ZaoXPamHbS4k2opGTPg3VTIWNdBJTThzWuAkaJKaV4a4Zm6E35wXPgrVgjb+4gHE1dUAOsmSmWyjUk6kU7WbS2RrqRWST1vbqztmU5wbWtzdddCNLeSntgtkpsSlfkIihYA10p1GYEizR1\/8lX46aV0whEbzLmLd1ldnDgQCMvRr5WW7tzthVYHQNpqUbqcguluNWvcSSBrx1K5ytW7NI6jB4btZPNsldnx5TMDfhVcyBzmzg5ZoC3TOcrmCNw1ykPcSTrYNLuAKrTJbF3OzSPdZztQHOAsQLA5I2NNgOi54k6xFXtBNUSOmqJHSSNaRmeS8gvyhrWN4nXo7LdK26QmKMySEB1tRxyt+KzrLrm5PS4nsW+KdtSHUlHM8uxTv7Qbf+zKfr9OjHUP1ep1A8L+K4Uu28u8l8Mp78fTYyeJt+j1Nhc8dCNekgriSi1vqM4bBERajIIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAK3bCAZTfTNLl\/wsv9CqKsOzr\/eCOnfE3+bH+S20VeRrqu0TpuGYxuaiuqWazzPjo4HHXdxRMaHvHaAxvjbqUnJtDUxU+GiCXdxvp6mre0Q0ry+Z+NYtCJC+aJxLslPG2+ujAue0dQbnjxc7xcB+Sv8ARUtHJh+EPqpayF5w+WO8MUD4CwYzi5s98xsHlznXB0tbtVxhaGaaVr+38lZXq2jvb54H2xHFJ6rCKl1TKJXR4jSSQkxwRuy7ivfI28DBmvur2P7C+Pphjlpqhhtdrqd5ZrZpc2VtxfX1yPBZ2hghhwuUwuqXh2JU93VAgs69BibBu9y480BxvcDotdVqlqDIGRx3JB105uuUAkk6Wssa2HaqtJW12M6VZOmm3fxIvHf1uq\/eZvvnrTW5j5\/S6v8AeZ\/vnrrlPyOUkvolLHUYyK+swGPGY6h+FwuwSN76B1aaWauZPvIzzHMvkNszeJNjKxVWMKjv1ZGw9OU4K3RHF10LkdxAwwbQR0tZBhmK1OGwR4ZVTV0WGOuzE6SWthgxGd7G08r6ZjubnaXZdPVJH1wfY7PsXWYwBSGoqaqOphikphNiAwbDqqGjrKqjnL\/0SIV1YxkpY27mU5BdluBMUHJVh9RJhmHNrMUbi2KYBDjcJdh9M\/CY3TYfNX+jzVDajfMH6PIzMIz6zOJNlFqVoNNPr+NSTClKLT+a6ExW43iL8Iqaam2jwv8A6RDFMPlqq2nxyiw2SbD48Elgip5sWL4WYw+CocxshbJMc1i4uKsHKdtps1O3LPJBVQwY7jGN0goAJjU1NFJh+TDZ44WO3dDiT5qomdwDH+jZw5wOZUD\/AKsMPp6OqxCvrMQFLS4Js\/irm0VJSzVDpNo3zRblrJ542FkT2R65gSHO4kAFJyWUUYmxCSvq\/cSPZ+ix5j2UMRxZzMSqpKKCjdTGcQNlbNDIXP3uWxaB0uEXLTeuZ+3MkZp22+50va\/aoT4nFJguN4bRxRbXPrMZMePUWGtq6J0OC7qV7pKhgxOlEUNWyzTIOaW2JFhzvkxx2mjx7a6op6hlPDWUeLDDHw4tT7POmbNj1FPSx0WJVQDKR7qdpc3m+qwi3VUdt9j6enjwOrwyomqqLHo5zS+nU7KWqp56StFBURVLIXyMy71zbOY46B2mgLt+fkcxZtfW4a6OmFVQ1mH0Tw6Z7Yp3Yw6oFHUUkroQJaS1LKXvdlc21speHMbnGnTjHWW66eJjKc29tv6Oh4PtNQGiGH4zUtcava1tQKmo2gpNoa7C3wYNg7qDE5MSgs2poTNDLSyOsxrIp5G5g6HWv7b8oNR7nbbRU2L1N5dqnHDIoMUlvJh01Zjbp\/QGRzc6heHU5duuY7Owm9wuf7U7Gvw+jixBlXhWJUUlVJQmowqpnnZFVxQNqdxK2ppoXXdCS9rmBzSGG5BsDLyckuKNxGXDCymE8GEHHXTb2T0U4aIRLvWS7nOXF94A0sHvrHC+UZ16qNNauXy6uHVqbZTr3KZtHh2OO2lwuPFpWieuwFkc2I41RT4NHCaymbWVOARktFM6GJ73ykOku1sgNlmp2qwWfF8MxujxKnjjoKTGsEe2NwwerioGYZXz4B6LHVPJc6OOSambVAWdIIRa5DVyObkqnbW02Ge6Oz7sSqpKSNmHirxD0phxCKGeB0oOGhgYIp43uLXOsCbZjovnScl1TUbmSlrcErKORta6XEaetqfQaJuF08VVW+mOno2TMywzQuG7ikvvBw1K1qlTtpP5zMnOp\/qbnLJj9PiNJs3NTVNXVubh1bFUHFa2KvxuKRmLVDmsxOpiAzMLXgwhzWkRnpuudhXbB+S+srcRpcNoKjCa99ZSyVkNZS1r3UIihe6F7Z5JKds0E2\/DIQ18Qu+ojsbEub89lOTipxCnpJxV4TQur66TDaKlxKorKerqK2A07XwNjiopGNfnqoWc97ec6xsplOcIRtf5qR6kJzlexTgVasBNjgZ6q2pPlJTFSVLyT17mwsfPhUFfU0tRWU2Dz1sgxSogpDVCQxtjp30wc70Kpyh07b7o3LeisbN1rpJqGO4McUrnxWFj79lc4k9N8jVJw04zqxyvaSI1eEoQldcmfsSfbGmhqXPG6MkjbOeMucgEkXPSNVxzlxxmCosWOD55jdoabNBvrfq4LkTsYlvmDjmI4lxutN1e8vzuJJA6ekHiFQrDym1m2OinjYxTy81Yt2DVma8juBdmDT0Ec0X7Rz\/E9i3oq\/euDzYMbrE3XU8DI4X17Ae\/p0pEFbzS25Iv5g66+BW6MQJaBfv+nRWKplR2h8eWCtMtFGL3a2rZr1u3U\/CwtYa69Z7FypXrlAqs9NG3qnabX4e9yj8VRVX4pWmTKDvEIiKMbgiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAp3Z74M\/KH7LFBKd2f8AgnfKH7LVJwneGjEfQSrXEXseK6FQSluHYSQ6WMegzjNkEsB\/7axjR7Bq3v5vEarnS6Hh1xh2EuG\/b+hTjeRc9otjeLmz4TfNx4hpOvELpuG98vJ\/PjXmUeN7p+a+fE\/I+2I0Jmwtwj3LB7rUrzJC68bh6FiYLgwcH87hc3vxXzoaVsLAxg6RcnVxt1lbb6trMPJJhcJcWpYjJEMpLjRYmW7xmuV1wBx+MeC+IVxQo03UnLne32Xz+WVtapNQjF7W\/l\/P4KZj361V\/vM\/3z10uk5aqhtXRmRlXLhMGz8eB1OCvr3OoaxzcPlon1L6d7TCMznRPsWF1o7X1XM9oDaqqz1VM\/3r10\/FOT3Cg7EKKnkxhmI4fs5T7QOnnnw+agmEkGG1E9K2njo45ozlry1rzK7KWAkP1B5nHZO0efq\/yXmEz5P09EMM5ZxD6JRe5lI\/BYMEOBTU72U5xWppZqV0dW4YqIc0O9qXCcxtblJZ1m4gtqeVfEqukosPpqquoaCmwOiwiekiqiIqp9LTmnqKghgBYyZuUFl+AIJN1u8uGwlJgcskFIyvO7r3UramqxvAa5s0bI5nEnDsOgZVUchLGm81mtsWkZnNV\/waWijxXYnA3YNs3NSYxs3gs9fPPg9M7EZp8QpqhlRO2ublkZMTC1+fV2Yk3uoX\/iSUoxvv9iXao7qUun3Kd\/1rUc9NV0Vfh1XNS1eDYDhbxS4hFTzB+zr55Wzte+neA2V8kfNtcBhF9dPMnKvSyGaikwuU4HJgNHgLaVmI5cRZFhtVJW09Ua4wmN0pmlkzM3QFsmuha678lvJHFV4TisT8PfUzY1iGKYdhOIui3wwWHBmVbaWsfUuGendNXsFO4tILxELm17Vpm07RsgcS9wNlvdJu0rcCDTs1SF+4ODPrCww+ua3ftDc1+OlrrFdne0U9+vXmZ5Z839ilbYbZwVXuJT0NHJRYfgLZfRop6v0uqnkq64V9XJNO2NjGgyNAa1rNLuOoIa23Yfy8TxPqnuomVDpNo243SOlmDZYKIYhWV5wmWZkd5Ymuragxv1yPqZTlLSGqe5cOS5mGbOUzoqB1LVbPSUVLieJbgRsxlmK0sJmqxOBmqjBiTmwDOTkbI4CwIvVuRqXDY8LxN9U3AosS9Mp209btLhc2JYW2j3TzLTwljHshrjJztQHOZb1g3mZ3pyp5rbGu01PLffwKntPtDRPwmPBsKpKylpW4lJissuIV0FZOZ3UTaCOCL0alhayBsYJu7M4m2qu1Zy81ck7\/ANGY2hcySMRbz9M3T9n5MIbSOqg3KaFtXLJXbvJ67zrwItW1+FU2D0e0WMHBdnTVNlwSOijdCMUwU02IszS11DRTsjbS74tJ3eQFmVwBIOZ1Ypn0uK4TtRiD8DoMKnp9maKWB9PSiOmmqPTZI34rhkL4GigErA1h3DnA7o85xLli5QlG7i7db83Yzyzv9X25I+tZy2skq8PrDHjxFDPh84w1+MUrsGvh8UMDjFSeg7yN72xOffem0kpdw0URQcsc8tPFBi8U2JndYvRTztqIaSYYbjlFT0skFPu6cxtqI5IN4JJGPuHZdBwt\/wDaZjpcPnxyjomcn1LDDE1kNFHhO72ji3tLA5xhlipBHHU5pHSNc1+jS03uLK743yaYRNtRXT4dR0JpMOpaqjxrCDTQGmo6x+DmswvEqekylkdPMwluYNaGzUxIu57nLWpUktY\/cycanX7HDsC5Q6LCGVPuJhDGVFRHSwOq8Yq3YjI9lNVSV0kkkdO2BjZXTtoA0RBjQKFrjmcdJSp5UcNmqaWrkwvEGSUGPT7RUkNNilLFTmsq34fVTw1O+oZHupzV0RcBGWEMmy9AtJY5jFLgsmzmHQbPYHi8NVs1hldVRz4cJ8YxCqxGCd1QYsSDJJ4pczQ5pYxxbazQAABO1dLSUeC7OSQw7BYfJWYfLNUt2owx1VXSyNqpGNIqI6NzpsjeY50hDiWjRZtx3yvXx3PFGW117FJi5VoHVNFitRh9Q\/GsOw+qoKd0GIRRYU9tV7qZJZ6SSkfUF0YxafmsnGbdt4XIHOtlGZamlbxyva2\/c2y61ye4vhtRg1VVYjg2CUuD0FAKOqmFOKraLFMerWyyQuw6sG7fhseYsdkJLIWsyNc5pJi5Lsrf0qlzWzZ25rcL21t2XU\/h9u1SStrH8kLG37N3d9H+DSY7QdyxU1FrAceK+bToO5aczi5xIuRfKNCderv0JWuSSRmm2zY39uC3Wy2AHYoqm5zh1CxPVrctHecp\/hPUt4FZQMZEftY+8LflR9h6q6sm1B95b8oPsvVbVXje8J+G+gIiKISAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIArtsFgwqKd73Pc0CZzMrWi+jIze59rq6FSV0rks\/U5P3l33UKt+CUo1MSoyV1ZldxSpKFC8eqN2t2djbC8x7x0gbmbmcDe2pbYAcRceKmMMF8Pwpwa\/SjmG8hktI3\/ALZxY86M2D2a3F83E6LYXzrYGxR0TA1rrUsr25JN1O1r8UxJ5DDcXZmcRYkDTpXXSwsadWM4Lqv65M5xYhzpyjJ9H81RrbWS5sIdzw8jFqTXdmKUfoOKWErT8bq0HToveCVm\/hjf8b1X+23Q+fHxWvtTPnwpzc7n5cUpjaRmV7f0PERYkAB410IHRxKhdjqvJKYiebLq3se38xfyCiUsRkxkk9nZetlbm\/Lck1aWbDRa3Sftd+CPljwvVVf7zP8AfPVlxHlMxGeCSAmgjM1JFh89XBhdDDiE9DTiBrKSavbHvpIC2mgBaXWIjA4Ks46f0uq\/epvvnr64XRQSsLpq2npHB+URywV0rnNytO8DqWne0NuSLEg8w6WIJq8VGLqPMub\/ACTqEpKCt0RKba7a1OMFz6yHChM+f0iWqpMJoqOtnkLXtO\/rIIxLMw5yS1xIJa0nVoU7h3LLjNNBSQwyUDDQ0cVBR1Jwuikraamp4TBCI6uSMvD2sJsetxPSVWfcij\/1rRf8Ji\/+TT3Io\/8AWtF\/wmL\/AOTUfs6drW+zN+epe9\/ujZn28xN8uGzGrla\/CI4Y6HIcjWGnnNQJpmNNqmofKc0kkly\/puvf\/T6vuefT5TtANpyz0WLd+7AYWCfL\/obEnderdaMuFUga4jFKNxAJDRSYqC4gXDQXUYAJ4XJA1WhT08TtxmqYo96XibNHUu9EDTZjpd3Ed6HjUCLORbWy97On0+x52lRcyYbtxiObFXuqXynGoaiDEWzDexStq5d\/I6OF5ywStk1Y5gBZwC+uxe3lfhEVRBRvp3U1U9kk9LWUdPXUzpogWsnbDUtIjmDSW5m2uAAb5W2icNoYJWvMtdS0pa8ta2aHEJDI0AESNNLSyBrTciziHacOC2vcek\/1tQf8LjP\/AKemSFrW+zPFKe9\/uT9LyuYyyprap1TFOcQZDHU01VR01RQbukt6IyGhkZuoBEAQ3IB6xJzE3WpjvKZita2uZUVEZjxCghwyaGOlgihioaZ5khp6SKNobTND3OddupzHqFov3HpP9bUH\/C4z\/wCnrD8IpACRitC4gEhopcYBJ6AC6gABPabLHs6f+v2ZlnqdfuixbWcreKYrFVRVowuT0yJ0M84wegbVOa9m7zNqRHnZIGgAOBuLC3BakHKdizMUr8ZZUtbX4nCaetc2CLcTwmCGnyOp7ZBZkERDhqC0m\/OcDWIKeJwhLqiKMyS5JWujqHGmjuPf5CyMiRmpOWMudzeHBeZ4Y2sc5s8cjhO6NsbWTtc+Jou2pDnxhojcdAwkPHS0BZKjTXI8dWfUu2C8sOM0dNS00M9KTQ03olFVTYdRT19LTta9kccNZLGXtEbXua297DTVYw3ldxWClpqS+HVMVJGYoHV2FUVbO1jnukdmnqGF7yXuJJJ1JVBulwnYU+iPO2n1JNuOTijnoA6P0apq2V0zPR4M5qImyMYY5smeGK0h97aQ3TS13ZmBMLHtqXEMhhdd0juBflOWNg4ySHqHAamwXwbDHCxs1VcNcM0UDTaacdDv9lB\/fPH4oPEadbiDqggktDWDLHEwZY4m8crGdHaTqTxJUumo0WpPfdL8N+H3fhuR55qqty2b\/hfLL7HWNo9otiHUVVHQYHj0Fc+mljoppq974oqx8Tm00krTijg6NspYSC12gOh4Kkcm1XPT47hMVBW0mHS0tS4+6NZIxlCyUxPFbNUGSzZITC2SBrNM4ygEGS6p9W7gPH8lrgX0UB6RcVfXrrp8t7E6+ZqT5HfeWfH8KrMIa3ZWSiosJbisrsSwoU5oq6rr3ulNNikUcsjnzYUYg8RwtybgEBzeDYeLXXyYLADqFl6us6cMkbGqpPM7kdtN8C35QfZeq6rBtIfem\/KD7L1X1V4zvCfhvoCIiikgIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiALoXJXVDczQnjvDK3tBbG13lZvmueqxbIVRhLZR8WU3HW0taHDyJVlwmt2WIjL38iFxCl2lFx+XOqrXxvEqyKm\/RaqspxDdwZBUzxMyEkyWYx4A1Jd4HrX2Y4OAcDcEAgjgQRcHyWXC4IOoIsR1g8Qu9rUo1YOL5\/LnIUqjpzUkUXFMdq6trWVVVV1LGuzNZUVE0zWusRma2RxAdYkX7StKJ5a5rmmzmuBaepzTcHzX2xSkMEz4+gG7T1sOrT2mxt3grVBXIOLhKz3R0iakrnSqHETNGyUEc8ZjzWmzvjAm3EG48F99+7s\/hZ+SqexdZ68Djx98Z9TwPoPmrOuuwuJdampX8\/M5zEUVTm4+3kVraLEamCchspEbxmYMkdh0ObqzoN\/AhR3u9Vf6Y\/wRf8AkVg2po97AXD1oueO1vxx5a\/NCpSo8fKrSqtKUrPVav8AstcJGnUpr9KutHoiy7PY\/MZmsmfnbJzRdkfNfxadG9PDxCtW\/d2fwM\/JcxaSDcGxBuCOII1BC6BhVVvoWSdJFnDqeNHDuv8AWpvC8XKacJNt7q75EXH4eMWpRS6GxWvkdG8RuDHlvMcGM0cNRxbwNreKphx6qHGUgjiN3Foeo8xXVUvauk3U5ePVm546g7448yD85ZcU7RRVSMmraOzZ5gMjbhJLw0R5936n\/Sn\/AHcXT8xWbAMYMlOXyFpdFfeHJGLgAuDtG9X0tKot19oKhzGyNabCRoa\/tAcCPHS3c4qsw3EKlOV221Z7t\/NydXwkJxskl6EjJtBUlxIkygkkNEcVmgnQDmdHBefd+p\/0p\/3cP\/kUUsrR\/wDqrf7y92buwp\/6r2RIuxyq6JiP\/CgP\/wBtfJ2PVg\/70+EUH\/61p3S6xeIq\/wC8vd\/2eqlT\/wBV7I16md0r3SSOc97zdz3G7ie09XRboAsvmtpzQeK+boeo+aiyi27khSWx8Sb8V9KZt3d2q8uYRxX2p26X615FansnofcFLryl1uNViP2iPvTflB9l6gFPbQn3pvyg+y5QKqcZ3hYYb6AiIopICIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCmcD+DPtn7LVDKZwP4M+2fstUnCd4aMR9B0LY6s3kJjPrQmw7WHVvkbjwCnFz\/Aa3cTseTZhOST2HWufA2PzV0Bd3w2v2lKz3WnpyOSx1HJUvyev9le2zoszGzt4sOV\/sOPNPg4\/41VLf14XXSKiESMcx3qvaWnuItp2rndVTuie+N3rMcWnttwPcRr4qv4rQyzU1z\/JN4fVzRyPl+D3RTOikZI3ix17dY4EdxFx4roUMge1r2m7XNDgewi4XNW3Vu2MrM0boXHnR85vsOOo8HfaCcJr5Zum+e3mecQpXjn6fgn1z\/GaTcTvj+LfMz2Hat8tR81dAUBtnR54mzDjEbO9hx\/B1vMqw4nQ7SlmW619Of9+hEwNXJUtyf55FTVg2MrMr3Qk6P5zPbaOcPFv2FXV9KeUsc17TZzHBw7wb69ioMPWdKopr4i3rU+0g4nSVG7R0e+gcALvZ74zrJbxb4i\/jZbtJOJY2SN4PaHDsvxB7QbjwX1XWTjGrBrk0c9GTpyvzRzRFv7QUe4ne0aMdz2ey4nTwII7gFHrj6kHCTi+R0kJKSUkZWbLzdLrAyMpdYRAZul1hEFj1dF5Reix7ui8pdLnljQ2g+Cb8oPsuUEpzHz7232x9lyg1VYvvCxw30BERRTeEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAFMYJ8GfbP2WqHU3g0ZEGf4rpXNB7WsjJHk9qlYRfrNGIf6TcV72XrN9Ttubvj97d1m3qu8W28QVQ1L7KVu5qA0mzJfez1B1+YfPT5xXQ8Pr9lVV9no\/wCCmxtHtKfitS9Krba0VnMnbwdzH+0PUPiLj5oVoWviVKJonxHTM2wPU4atPgQF0GLodtScefLzKbD1Ozmpe\/kc7stvCKowTMkvzQbP9g6O8hr3gLUewglrtCCWuB6CDYjzXkrlIycJJrdHQyipKz5nTgerUdBXmWMOa5rhdrgWkdYIsQonZKt3sAYTd8PMPWWcWHy0+apldfSqKrBSWzObqQdObj0OcV1MYZXxO4sda\/WOLXeIIPivgVZ9tqP1J29Hvb\/pLD53HiFV1yuKodjUcfbyL\/D1O0gpfLlq2JrLh8BPD3xncTZ7R42PzirKucYdUmGVko+IbkdbTo5viCQuixvDgHNN2uAIPWCLg+SvOF189PI91+Crx9LLPMuf5KztzK28LNM4Dnk9IabADuJB\/hVaW3jNVvp5JAeaXZWew3mt87X8VpqkxdXtKspL5bQtMPTyU1Eyiwij3N5lFhLpcGUusXS6XB6uiwiAysryiA0Me+CHyg+y5Qim8dPvbfbH2XKEVXi+8J+H+gIiKKbwiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIArxshRb\/C52gXeypdIz2mxRXHiLjxCo66TyW\/qcn7y77qFW\/BIKeIyvnFldxSbhRzLk0VtZCkto6LcVDgNGP8AfGdQDjqPB1\/CyjSpFSm4ScXyNMJqUU1zOhYJWb+Bjz61sr\/bbofPQ\/OW8qdsZWZJXQuPNl4dkjQSPNoPkFcV1WCr9tST57PzKDFUuzqNct15FM2xo8kwlHqzDXskbYO8xY+ag1f8fot\/A9g9cc+P228B4i4+cuf\/AJKj4lQ7OrdbPX+\/niWuCq56dua0\/oldmqzc1DbnmSe9v6tTzT4Ot4Eq9rmBar\/s\/Wb+BjibvbzH+022viLHxUzhFfem\/NfyReI0tpryZtVtOJY3xO4PaRfqPQR2g2PguczRFjnMdo5ri1w6i02PgumKo7aUWWRszeEnNd7bRofFo\/wlbOLUM0FUXLfyMOH1cssj5\/kr9lP0GL5aGWMn3xnvceuuSW+o7WjP5NVfH4LI\/BUlGtKm248017lpUpKaSfW4RLJZajYES31pZAEWbLFkARLLOVDwwizb+u5CEPRdZC8rPQh4aOO\/Bt9sfZcoRTOOfBj2x9lyhlV4vvCww\/0BERRjeEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAF0nku\/U5P3l33UK5suk8lv6nJ+8u+6hV1wD90vJlXxf9v6oktr6LeQbwDnQ8\/vYfXHkAfmqlWXTy24IOoIsQekHiFzzF6IwTPj6Gm7D1sOrT2mxt3gq74tQtJVFz0fn8\/BV8PrXTg\/Q1onOa4OabOa4OB7RqCui0FSJomSN4Pbe3UeDh4EEeC5wAevpVm2Iq9XwOPH3xn0B4+o+BWrhdfJUyPZ\/k2Y+lmhm6fgtKom1FFuah1tGSe+N6hc89vg6\/g4K9qI2sot7Tlw9eLnjtb8ceWvzQrXiNDtaTtutf7K\/B1clTwehR9VN7H1m7nMbjzZhbukb6vncjxCgyvTCQQQbEEEHqIOh81zdGq6c1Nci7q01OLi+Z01amMUe\/hfH8Yi7D1Pbq38u4lesLqhPDHKPjN5w6nDRw8wVtWXXtRqw8GvsznNYS8UcwII0OhGlj0W4hFMbXUW6nLx6swLx2O+OPOx+coYdK5CtTdObg+R0dOanFSRnXr6vpSx6\/6ssE9qyQevpWozM2PX\/XWhCEHTVeQvQeisXQhLIDOqXXkhLID0FgrF0uh6ZRAlkBoY38GPbH2XKHUxjfwY9sfZcodVeL7wnYf6AiIoxvCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgC6JyWTg080XxhMZO9rmMbp3Fv+ILnasmxdbuHtk+LvC1\/axzWh3lx+arPhFbssTGT22fkyDxGl2lFpHUVXttaPNG2ZvFhyv8AYceafB321YQvFREJGOY7Vr2lp7iLLusTRVWm4dfzyOUo1OzmpHM7lfWiqXRSMkbxY4G3WOlviLjxWKyAxSPjd6zHFp7bcD3EWPivkuPu4y8V+To9JLwOmwSh7Wvabte0Oaewi4XsqvbFVuaN0J9aM5m9rHHUeDr\/AMQVhXYYesqtNT6\/nmc5Wp9nNxOe41RGCd8Y9W+ZnsO1b5aj5q07K37aUWeITD1ojZ3bG78jY+JVPK5nG0OxquPLdeXzQvMNV7Smnz2fmWTYityvfTuOj+ez2gOcB3ix+aVa1zOnkcxzZGmzmODm97TfyV+qMRaKU1LeBjzNB\/bOjWntzaK14ZiV2bjL\/wBdfT\/4V+OoPOpLnp6lU2rqt7UuAPNiG7He3V5\/iJHzQokfWskk6k3J1JPErACo6tR1Jub5lrTgoRUVyMlpTXr\/AKCwiwMj1Y9axlKwiAOCIi8PQiwl0BlYWVhAZKXWFkIDQxr4Me2PsuUQpfGvgx7Y+y5RCrMV9ZPw\/wBAREUY3BERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBS+C\/Bn2z9lqIpOF+s04j6DpGylZvacNJu+HmHtbbmHy0+aVLIi+gYGbnQi30\/Ghx2Kio1Wl8vqVXbahs5k7fje9v9oasJ7xcfNCrKIqLidNRru3PUtsDNypK\/LQ28HrNxOyT4oNnjrY7R3fpr3gLooN9RqOIPWERTeDTbUo8tGRuJRX6ZHmWMPa5rhdrgWuHWCLEeS5ziFMYZHxO4sda\/WOLXeIIPiiLPjEFkjLne3v\/wAMOGyedx8LnwAW0a1+4FP8USbzj2er3XJPeURUMZNbeRbSSe5qpZZReHpiyLCIDKLKIeswlllEPLnlLIi8PTKwiIwEREBo418GPbH2XKIRFWYr6yfh\/oCIijG4IiIAiIgCIiAIiIAiIgCIiAIiID\/\/2Q==\" width=\"301px\" alt=\"o que faz um cientista de dados\"\/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>O AutoAI simplifica a ci\u00eancia de dados corporativo em qualquer ambiente de cloud. O volume crescente de fontes de dados e, subsequentemente, dos dados tornou a ci\u00eancia de dados um dos campos que mais crescem em todos os setores. Como resultado, n\u00e3o \u00e9 nenhuma surpresa que a fun\u00e7\u00e3o cientista de dados tenha sido apelidado de [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-103","post","type-post","status-publish","format-standard","hentry","category-bootcamp-de-programacao-4"],"_links":{"self":[{"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/posts\/103","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/comments?post=103"}],"version-history":[{"count":1,"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/posts\/103\/revisions"}],"predecessor-version":[{"id":104,"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/posts\/103\/revisions\/104"}],"wp:attachment":[{"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/media?parent=103"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/categories?post=103"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/drmohammadsalehi.ir\/index.php\/wp-json\/wp\/v2\/tags?post=103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}