Podcast semanal sobre matemática e tecnologia. O intuito é evidenciar a beleza da matemática e mostrar como ela está presente no mundo.
Ponto de Colisão
Claim This Podcastby Thiago Santana Lemes
6 episodes
Updated Daily
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Podcast Overview
Podcast semanal sobre matemática e tecnologia. O intuito é evidenciar a beleza da matemática e mostrar como ela está presente no mundo.
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Publishing Since
7/27/2020
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Recent Episodes
September 1, 2020
6: Algoritmos Genéticos
<p><strong>Livro Algoritmos Genéticos</strong>: <a href="https://www.amazon.com.br/Algoritmos-Gen%C3%A9ticos-Ricardo-Linden/dp/8539901951">https://www.amazon.com.br/Algoritmos-Gen%C3%A9ticos-Ricardo-Linden/dp/8539901951</a></p> <p><strong>Livro Meta-Heurísticas</strong>: <a href="https://www.wiley.com/en-us/Meta+heuristic+and+Evolutionary+Algorithms+for+Engineering+Optimization-p-9781119386995">https://www.wiley.com/en-us/Meta+heuristic+and+Evolutionary+Algorithms+for+Engineering+Optimization-p-9781119386995</a></p> <p>Os livros acima contém diversas aplicações e referências à trabalhos aplicados.</p> <p><strong>Algoritmos evolucionários</strong>:</p> <ol> <li>Colônia de formigas (Ant Colony Optimization)</li> <li>Enxame de partículas (Particle Swarm Optimization)</li> </ol> <p><strong>Cálculo Diferencial e Integral</strong>: Técnicas de maximização e minimização através da derivada da função</p> <p><strong>Cálculo A</strong>: <a href="https://www.amazon.com.br/dp/B00NVLHPEO/ref=dp-kindle-redirect?_encoding=UTF8&btkr=1#:~:text=C%C3%A1lculo%20A%3A%20Fun%C3%A7%C3%B5es%2C%20Limite%2C%20Deriva%C3%A7%C3%A3o%20e%20Integra%C3%A7%C3%A3o%20(Portugu%C3%AAs,Capa%20comum%20%E2%80%93%2028%20novembro%202006&text=Estes%20dois%20livros%20s%C3%A3o%20uma,de%20c%C3%A1lculo%20diferencial%20e%20integral.">https://www.amazon.com.br/dp/B00NVLHPEO/ref=dp-kindle-redirect?_encoding=UTF8&btkr=1#:~:text=C%C3%A1lculo%20A%3A%20Fun%C3%A7%C3%B5es%2C%20Limite%2C%20Deriva%C3%A7%C3%A3o%20e%20Integra%C3%A7%C3%A3o%20(Portugu%C3%AAs,Capa%20comum%20%E2%80%93%2028%20novembro%202006&text=Estes%20dois%20livros%20s%C3%A3o%20uma,de%20c%C3%A1lculo%20diferencial%20e%20integral.</a></p> <p><strong>Cálculo B</strong>: <a href="https://www.amazon.com.br/C%C3%A1lculo-vari%C3%A1veis-integrais-curvil%C3%ADneas-superf%C3%ADcie-ebook/dp/B00US12GT4/ref=sr_1_1?__mk_pt_BR=%C3%85M%C3%85%C5%BD%C3%95%C3%91&dchild=1&keywords=calculo+b&qid=1598934646&s=digital-text&sr=1-1">https://www.amazon.com.br/C%C3%A1lculo-vari%C3%A1veis-integrais-curvil%C3%ADneas-superf%C3%ADcie-ebook/dp/B00US12GT4/ref=sr_1_1?__mk_pt_BR=%C3%85M%C3%85%C5%BD%C3%95%C3%91&dchild=1&keywords=calculo+b&qid=1598934646&s=digital-text&sr=1-1</a></p> <p><strong>Cálculo com geometria analítica - volume 1</strong>: <a href="https://www.amazon.com.br/C%C3%A1lculo-com-Geometria-Anal%C3%ADtica-1/dp/8529400941/ref=sr_1_1?__mk_pt_BR=%C3%85M%C3%85%C5%BD%C3%95%C3%91&dchild=1&keywords=leithold+calculo&qid=1598934693&s=digital-text&sr=1-1">https://www.amazon.com.br/C%C3%A1lculo-com-Geometria-Anal%C3%ADtica-1/dp/8529400941/ref=sr_1_1?__mk_pt_BR=%C3%85M%C3%85%C5%BD%C3%95%C3%91&dchild=1&keywords=leithold+calculo&qid=1598934693&s=digital-text&sr=1-1</a></p> <p><strong>Cálculo com geometria analítica - volume 2</strong>: <a href="https://www.amazon.com.br/C%C3%A1lculo-com-Geometria-Anal%C3%ADtica-2/dp/8529402065/ref=sr_1_2?__mk_pt_BR=%C3%85M%C3%85%C5%BD%C3%95%C3%91&dchild=1&keywords=leithold+calculo&qid=1598934763&s=digital-text&sr=1-2">https://www.amazon.com.br/C%C3%A1lculo-com-Geometria-Anal%C3%ADtica-2/dp/8529402065/ref=sr_1_2?__mk_pt_BR=%C3%85M%C3%85%C5%BD%C3%95%C3%91&dchild=1&keywords=leithold+calculo&qid=1598934763&s=digital-text&sr=1-2</a></p> <p><strong>Aplicações:</strong></p> <ul> <li>Escalonamento de horários em uma faculdade</li> <li>Planejamento de expansão no setor elétrico</li> <li>Otimização de estratégias de produção</li> <li>Otimização de estruturas na engenharia civil</li> </ul> <p><strong>Teoria de grafos</strong>: <a href="https://www.ime.usp.br/~yw/publications/books/TeoriaDosGrafos.pdf">https://www.ime.usp.br/~yw/publications/books/TeoriaDosGrafos.pdf</a></p> <p><strong>Meu Twitter</strong>: thiago26santana (<a href="https://twitter.com/thiago26santana">https://twitter.com/thiago26santana</a>)</p> <p><strong>E-mail</strong>: pontodecolisaopodcast@gmail.com</p>
August 24, 2020
5: Ciência de dados
<p>A Ciência de dados é muito abrangente e importante para todos atualmente. Acredito que conhecer um pouco é essencial no mundo conectado em que vivemos. A matemática é peça chave nesse contexto, visto que explora e tentar dar significado aos aglomerados de dados. O tema é gigante e se desdobra em múltiplas frentes, portanto nesse episódio abordei alguns pontos que considero chaves para o entendimento. Abraços</p> <p><strong>Livro sobre ciência de dados utilizando Python:</strong> <a href="https://www.amazon.com.br/Data-Science-zero-Joel-Grus/dp/857608998X/ref=pd_lpo_14_t_0/146-8585205-4176963?_encoding=UTF8&pd_rd_i=857608998X&pd_rd_r=a3164bd0-d639-45d9-abe1-75e543dcdba2&pd_rd_w=KEIFy&pd_rd_wg=3stXv&pf_rd_p=e7e26e7d-6256-4aae-92f9-7ffa337ed626&pf_rd_r=2APXY4HPMFHAT8RWH0ER&psc=1&refRID=2APXY4HPMFHAT8RWH0ER">https://www.amazon.com.br/Data-Science-zero-Joel-Grus/dp/857608998X/ref=pd_lpo_14_t_0/146-8585205-4176963?_encoding=UTF8&pd_rd_i=857608998X&pd_rd_r=a3164bd0-d639-45d9-abe1-75e543dcdba2&pd_rd_w=KEIFy&pd_rd_wg=3stXv&pf_rd_p=e7e26e7d-6256-4aae-92f9-7ffa337ed626&pf_rd_r=2APXY4HPMFHAT8RWH0ER&psc=1&refRID=2APXY4HPMFHAT8RWH0ER</a></p> <p><strong>Identificar sintomas da COVID-19 pela voz:</strong> <a href="https://canaltech.com.br/saude/app-pode-identificar-sintomas-de-covid-19-analisando-a-voz-do-paciente-168476/">https://canaltech.com.br/saude/app-pode-identificar-sintomas-de-covid-19-analisando-a-voz-do-paciente-168476/</a></p> <p><strong>Algoritmos citados no episódio:</strong></p> <ol> <li>K-Nearest Neighbors (K-vizinhos próximos)</li> <li>Naive Bayes</li> <li>Linear Regression (Regressão Linear)</li> <li>Logistic Regression (Regressão Logística)</li> <li>Decision Trees (Árvores de Decisão)</li> <li>Neural Networks (Redes Neurais)</li> </ol> <p><strong>Gráficos:</strong> <a href="https://oestatistico.com.br/5-graficos-mais-utilizados-em-analise-de-dados/">https://oestatistico.com.br/5-graficos-mais-utilizados-em-analise-de-dados/</a></p> <p><strong>Meu Twitter:</strong> @thiago26santana</p> <p>(<a href="https://twitter.com/thiago26santana">https://twitter.com/thiago26santana</a>)</p> <p><strong>E-mail:</strong> pontodecolisaopodcast@gmail.com</p>
August 17, 2020
4: Entropia
<p>O estudo da entropia é fascinante! Suas diversas aplicações em engenharia, biologia, computação dentre outras mostra quão poderosa e dinâmica ela é. Da mesma maneira que em outros episódios, aqui faço um resumo dos conceitos, visto que seria impossível abordar por completo uma teoria tão rica. Espero que gostem!</p> <p><strong>Revista Entropy:</strong> <a href="https://www.mdpi.com/journal/entropy">https://www.mdpi.com/journal/entropy</a></p> <p><strong>Artigo Shannon:</strong> <a href="http://people.math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf">http://people.math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf</a></p> <p><strong>Livro Redes neurais artificiais:</strong> <a href="[https://www.amazon.com.br/dp/B073QSG69Y/ref=dp-kindle-redirect?\_encoding=UTF8&btkr=1]">https://www.amazon.com.br/dp/B073QSG69Y/ref=dp-kindle-redirect?\_encoding=UTF8&btkr=1</a></p> <p><strong>Artigo 1 relacionado à entropia:</strong> <a href="https://pubmed.ncbi.nlm.nih.gov/12190613/">https://pubmed.ncbi.nlm.nih.gov/12190613/</a></p> <p><strong>Artigo 2 relacionado à entropia:</strong> <a href="[https://pubmed.ncbi.nlm.nih.gov/15783351/]">https://pubmed.ncbi.nlm.nih.gov/15783351/</a></p> <p><strong>Algumas entropias:</strong></p> <ol> <li>Shannon entropy</li> <li>Approximate entropy</li> <li>Sample entropy</li> <li>Multiscale entropy</li> <li>Fuzzy entropy</li> </ol> <p><strong>Meu Twitter:</strong> @thiago26santana</p> <p>(<a href="https://twitter.com/thiago26santana">https://twitter.com/thiago26santana</a>)</p> <p><strong>E-mail:</strong> pontodecolisaopodcast@gmail.com</p>
6 total episodes available
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