Seção 7 Machine Learning Estudo de/76. Python Naive Bayes.mp4
202.81MB
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468.45KB
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419.13KB
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311.62KB
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236.89KB
Seção 1 Apresentação/1. Instruções Gerais.mp4
23.46MB
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Seção 1 Apresentação/3. O que voce vai aprender durante o Curso.mp4
58.21MB
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Seção 1 Apresentação/4. Diretrizes gerais e estrutura do curso.mp4
22.14MB
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Seção 1 Apresentação/5. Fundamentos.mp4
70.11MB
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Seção 1 Apresentação/6. História.mp4
93.04MB
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Seção 1 Apresentação/7. O Teste de Turing.mp4
32.85MB
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Seção 1 Apresentação/8. Aplicacoes.mp4
38.96MB
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Seção 1 Apresentação/9. Robos Agentes e Sistemas Especialistas.mp4
34.64MB
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Seção 1 Apresentação/10. Mudancas Sociais e Riscos para a Humanidade.mp4
42.07MB
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Seção 1 Apresentação/11. Preparação do ambiente R.mp4
32.26MB
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Seção 1 Apresentação/12. Preparacao do Ambiente Python.mp4
50.75MB
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Seção 1 Apresentação/2. Apresentação/2. Apresentação.mp4
23.98MB
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Seção 1 Apresentação/2. Apresentação/Todos slides juntos.pdf
3.26MB
Seção 2 Algoritmos de Busca e Otimização/13. Material para Download.txt
340B
Seção 2 Algoritmos de Busca e Otimização/14. Introdução.mp4
83.16MB
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Seção 2 Algoritmos de Busca e Otimização/15. Introdução Parte II.mp4
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Seção 2 Algoritmos de Busca e Otimização/16. Hill Climbing.mp4
26.06MB
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Seção 2 Algoritmos de Busca e Otimização/17. BFS e DFS.mp4
23.69MB
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Seção 2 Algoritmos de Busca e Otimização/18. Caminhos.mp4
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Seção 2 Algoritmos de Busca e Otimização/19. Tabu Search e Simulated Annealing.mp4
27.72MB
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Seção 2 Algoritmos de Busca e Otimização/21. R Tabu Search.mp4
49.04MB
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Seção 2 Algoritmos de Busca e Otimização/22. R Tabu Search parte II.mp4
64.33MB
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Seção 2 Algoritmos de Busca e Otimização/23. R Simulated Annealing.mp4
15.91MB
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Seção 2 Algoritmos de Busca e Otimização/24. R Simulated Annealing parte II.mp4
32.77MB
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Seção 3 Algoritmos Genéticos/25. Material para download.txt
340B
Seção 3 Algoritmos Genéticos/26. Introdução.mp4
6.69MB
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Seção 3 Algoritmos Genéticos/27. Evolução Biológica.mp4
68.61MB
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Seção 3 Algoritmos Genéticos/28. Introdução a AG.mp4
54.37MB
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Seção 3 Algoritmos Genéticos/29. Como Funciona.mp4
35.91MB
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Seção 3 Algoritmos Genéticos/30. Como Funciona Parte II.mp4
40.48MB
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Seção 3 Algoritmos Genéticos/31. Como Funciona Parte III.mp4
41.92MB
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Seção 3 Algoritmos Genéticos/32. Exemplo.mp4
28.07MB
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Seção 3 Algoritmos Genéticos/33. R Pacote GA.mp4
40.38MB
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Seção 3 Algoritmos Genéticos/34. Exemplo com Valor Real.mp4
50.57MB
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Seção 3 Algoritmos Genéticos/35. R Exemplo com Valor Real.mp4
101.36MB
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Seção 3 Algoritmos Genéticos/36. Exemplo Binário.mp4
27.1MB
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Seção 3 Algoritmos Genéticos/37. R Exemplo Binário.mp4
61.05MB
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Seção 3 Algoritmos Genéticos/38. Python Otimização de Carga.mp4
79.33MB
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Seção 3 Algoritmos Genéticos/39. Python Otimização de Carga Parte II.mp4
109.3MB
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Seção 3 Algoritmos Genéticos/40. Python Otimização de Carga Parte III.mp4
76.36MB
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Seção 4 Sistemas Especialistas/41. Material para Download.txt
344B
Seção 4 Sistemas Especialistas/42. Introdução.mp4
35.49MB
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Seção 4 Sistemas Especialistas/43. AI Breaking News.mp4
6.01MB
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Seção 4 Sistemas Especialistas/44. O modelo clássico de Cooke.mp4
72.52MB
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Seção 4 Sistemas Especialistas/45. Pacote Expert.mp4
25.54MB
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Seção 4 Sistemas Especialistas/46. R Exemplo.mp4
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Seção 4 Sistemas Especialistas/47. R Exemplo parte II.mp4
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Seção 4 Sistemas Especialistas/48. R Exemplo parte III.mp4
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Seção 4 Sistemas Especialistas/49. Avaliando os Resultados.mp4
15.32MB
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Seção 5 Lógica Difusa/50. Material para Download.txt
236B
Seção 5 Lógica Difusa/51. Introdução.mp4
48.77MB
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Seção 5 Lógica Difusa/52. Introdução Parte II.mp4
58.2MB
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Seção 5 Lógica Difusa/53. R Exemplo.mp4
66.62MB
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Seção 5 Lógica Difusa/54. R Exemplo Parte II.mp4
122.87MB
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Seção 5 Lógica Difusa/55. Interpretando o Resultado.mp4
15.57MB
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Seção 5 Lógica Difusa/56. Python Comparação de string com FuzzyWuzzy.mp4
80.46MB
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Seção 6 Machine Learning/57. Material para Download.txt
236B
Seção 6 Machine Learning/58. Introdução.mp4
47.04MB
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Seção 6 Machine Learning/59. Aplicações.mp4
18.75MB
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Seção 6 Machine Learning/60. Conceitos.mp4
30.13MB
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Seção 6 Machine Learning/61. Conceitos Parte II.mp4
46.77MB
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Seção 6 Machine Learning/62. Classificação.mp4
98.05MB
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Seção 6 Machine Learning/63. Classificação Parte II.mp4
59.9MB
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Seção 6 Machine Learning/64. Weka Classificação com Naive Bayes.mp4
110.39MB
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Seção 6 Machine Learning/65. Weka Classificação com Árvores de.mp4
32.67MB
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Seção 6 Machine Learning/66. Weka Classificação com Filtros.mp4
55.54MB
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Seção 6 Machine Learning/67. Weka Regressão.mp4
26.69MB
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Seção 6 Machine Learning/68. Categorical Encoding.mp4
21.4MB
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Seção 6 Machine Learning/69. Feature Scalling.mp4
20.31MB
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Seção 6 Machine Learning/70. Agrupamentos.mp4
47.39MB
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Seção 6 Machine Learning/71. Weka Agrupamentos.mp4
74.41MB
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Seção 6 Machine Learning/72. Regras de Associação.mp4
52.2MB
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Seção 6 Machine Learning/73. Weka Regras de Associação.mp4
38.42MB
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Seção 7 Machine Learning Estudo de/74. Material para Download.txt
236B
Seção 7 Machine Learning Estudo de/75. Naive Bayes.mp4
124.06MB
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Seção 7 Machine Learning Estudo de/77. Redes Bayesianas.mp4
114.56MB
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Seção 7 Machine Learning Estudo de/78. Redes Bayesianas Parte II.mp4
13.05MB
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Seção 7 Machine Learning Estudo de/79. R Redes Bayesianas.mp4
49.77MB
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Seção 7 Machine Learning Estudo de/80. Árvores de Decisão.mp4
50.77MB
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Seção 7 Machine Learning Estudo de/81. Árvores de Decisão Parte II.mp4
148.35MB
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Seção 7 Machine Learning Estudo de/82. Python Árvores de Decisão.mp4
186.58MB
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Seção 7 Machine Learning Estudo de/83. Classificação com Regras.mp4
126.25MB
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Seção 7 Machine Learning Estudo de/84. Classificação com Regras Parte II.mp4
13.18MB
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Seção 7 Machine Learning Estudo de/85. Regras com arules.mp4
33.77MB
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Seção 7 Machine Learning Estudo de/86. Comparando Regras.mp4
13.26MB
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Seção 7 Machine Learning Estudo de/87. Aprendizado Baseado em Grupos.mp4
53.52MB
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Seção 7 Machine Learning Estudo de/88. R Random Forest.mp4
61.51MB
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Seção 7 Machine Learning Estudo de/89. Aprendizado Baseado em Instância.mp4
78.87MB
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Seção 7 Machine Learning Estudo de/90. Python Knn.mp4
68.54MB
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Seção 7 Machine Learning Estudo de/91. Agrupamentos com Kmeans.mp4
65.88MB
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Seção 7 Machine Learning Estudo de/92. Python Kmeans.mp4
97.02MB
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Seção 7 Machine Learning Estudo de/93. Apriori.mp4
48.14MB
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Seção 7 Machine Learning Estudo de/94. Apriori no R.mp4
82.2MB
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Seção 8 Machine Learning Tópicos/95. Material para Download.txt
236B
Seção 8 Machine Learning Tópicos/96. Avaliando a Variabilidade de um modelo.mp4
63.21MB
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Seção 8 Machine Learning Tópicos/97. Comparando o Desempenho de um modelo.mp4
75.32MB
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Seção 8 Machine Learning Tópicos/98. Avaliando o Desempenho com Weka Experimenter.mp4
73.21MB
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Seção 8 Machine Learning Tópicos/99. Custo de Modelos.mp4
47.74MB
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Seção 8 Machine Learning Tópicos/100. Seleção de Atributos e Maldição da Dimensionalidade.mp4
48.02MB
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Seção 8 Machine Learning Tópicos/101. Python Seleção de Atributos.mp4
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Seção 8 Machine Learning Tópicos/102. Classificação Multi Label.mp4
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Seção 8 Machine Learning Tópicos/103. Meka Classificação Multi Label.mp4
74.96MB
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Seção 8 Machine Learning Tópicos/104. R Classificação Multi Label.mp4
128.51MB
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Seção 8 Machine Learning Tópicos/105. Métricas de Erros ME MAE RMSE MPE MAPE.mp4
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Seção 9 Redes Neurais e Deep Learning/106. Material de download.txt
236B
Seção 9 Redes Neurais e Deep Learning/107. Introdução.mp4
20.3MB
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Seção 9 Redes Neurais e Deep Learning/108. Percepton.mp4
34.64MB
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Seção 9 Redes Neurais e Deep Learning/109. Classificação com Perceptron.mp4
74.08MB
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Seção 9 Redes Neurais e Deep Learning/110. Classificação com Perceptron Parte II.mp4
58.46MB
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Seção 9 Redes Neurais e Deep Learning/111. Executando um Perceptron.mp4
8.6MB
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Seção 9 Redes Neurais e Deep Learning/112. Executando um Perceptron Parte II.mp4
53.21MB
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Seção 9 Redes Neurais e Deep Learning/113. Arquitetura de Redes Neurais.mp4
47.06MB
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Seção 9 Redes Neurais e Deep Learning/114. Testando um Perceptron Multicamadas.mp4
91.86MB
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Seção 9 Redes Neurais e Deep Learning/115. Multilayer Perceptron no R.mp4
16.37MB
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Seção 9 Redes Neurais e Deep Learning/116. Multilayer Perceptron no R Parte II.mp4
123.34MB
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Seção 9 Redes Neurais e Deep Learning/117. Python Exemplo com sklearn.mp4
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Seção 9 Redes Neurais e Deep Learning/118. Deep Learning.mp4
16.39MB
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Seção 9 Redes Neurais e Deep Learning/119. Deep Learning com H2O.mp4
25.71MB
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Seção 9 Redes Neurais e Deep Learning/120. Python Deep Learning.mp4
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Seção 9 Redes Neurais e Deep Learning/121. Python Deep Learning Parte II.mp4
144.64MB
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Seção 10 Reinforcement Learning/122. Material para Download.txt
236B
Seção 10 Reinforcement Learning/123. Introdução.mp4
91.82MB
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Seção 10 Reinforcement Learning/124. R Reinforcement Learning.mp4
34.37MB
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Seção 10 Reinforcement Learning/125. Python Reinforcement Learning.mp4
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Seção 11 Processamento de Linguagem Natural (NLP)/126. Material para Download.txt
236B
Seção 11 Processamento de Linguagem Natural (NLP)/127. Introdução.mp4
11.9MB
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Seção 11 Processamento de Linguagem Natural (NLP)/128. Aplicações.mp4
24.58MB
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Seção 11 Processamento de Linguagem Natural (NLP)/129. AI Breaking News.mp4
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Seção 11 Processamento de Linguagem Natural (NLP)/130. Conceitos.mp4
75.64MB
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Seção 11 Processamento de Linguagem Natural (NLP)/131. R Processamento de Linguagem.mp4
85.52MB
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Seção 11 Processamento de Linguagem Natural (NLP)/132. R Exemplo básico.mp4
56.96MB
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Seção 11 Processamento de Linguagem Natural (NLP)/133. R Exemplo com Documento.mp4
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Seção 11 Processamento de Linguagem Natural (NLP)/134. R Exemplo com Documento Parte II.mp4
109.35MB
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Seção 11 Processamento de Linguagem Natural (NLP)/135. R Classificação.mp4
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Seção 11 Processamento de Linguagem Natural (NLP)/136. R Classificação Parte II.mp4
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Seção 11 Processamento de Linguagem Natural (NLP)/137. Python Mineração de Emoção.mp4
146.06MB
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Seção 11 Processamento de Linguagem Natural (NLP)/138. Python Mineração de Emoção Parte II.mp4
89.39MB
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Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/139. Material para download.txt
236B
Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/141. Tic Tac Toe Parte II.mp4
109.95MB
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Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/142. Tic Tac Toe Parte III.mp4
22.77MB
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Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/143. Tic Tac Toe Parte IV.mp4
21.35MB
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Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/144. Tic Tac Toe Parte V.mp4
12.13MB
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Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/140. Tic Tac Toe com Reinforcement Learning/140. Tic Tac Toe com Reinforcement Learning.mp4
68.41MB
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Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/140. Tic Tac Toe com Reinforcement Learning/scripts/Modelo.R
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Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/140. Tic Tac Toe com Reinforcement Learning/scripts/modelottt
646.31KB
Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/140. Tic Tac Toe com Reinforcement Learning/scripts/Script.R
2.95KB
Seção 12 R Projeto Prático I Jogo da Velha com reinforcement Learning/140. Tic Tac Toe com Reinforcement Learning/slides/1.1.TicTacToe.pdf
259.4KB
Seção 13 Python Projeto Prático II Aplicação Web de Avaliação de Risco/145. Material para download.txt
236B
Seção 13 Python Projeto Prático II Aplicação Web de Avaliação de Risco/146. Projeto Web Parte I.mp4
60.58MB
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Seção 13 Python Projeto Prático II Aplicação Web de Avaliação de Risco/147. Projeto Web Parte II.mp4
43.29MB
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87.85MB
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236B
Seção 14 R Projeto Prático III Quebra Cabeças Oito Rainhas com algoritmo genético/150. Oito Rainhas.mp4
34.32MB
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44.67MB
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83.32MB
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41.01MB
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Seção 15 Legado (Aulas da Versão 1)/154. Download.txt
236B
Seção 15 Legado (Aulas da Versão 1)/155. Infotrmações.txt
460B
Seção 15 Legado (Aulas da Versão 1)/156. Algoritmos Genéticos Exemplo de Permutação no R.mp4
29.52MB
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Seção 15 Legado (Aulas da Versão 1)/157. Algoritmos Genéticos Exemplo de Permutação em R.mp4
49.6MB
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6.53MB
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Seção 15 Legado (Aulas da Versão 1)/159. Lógica Difusa Exemplo com Octave Parte II.mp4
90.29MB
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6.98MB
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Seção 15 Legado (Aulas da Versão 1)/161. Machine Learning R Naive Bayes parte II.mp4
91.31MB
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12.97MB
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127.46MB
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83.36MB
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33.5MB
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Seção 15 Legado (Aulas da Versão 1)/166. Machine Learning R Kmeans no R.mp4
65.33MB
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75.8MB
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Seção 15 Legado (Aulas da Versão 1)/168. R Deep Learning Parte II.mp4
85.59MB
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Seção 15 Legado (Aulas da Versão 1)/170. Projeto Prático em R Projeto em Shiny.mp4
51.18MB
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Seção 15 Legado (Aulas da Versão 1)/171. Projeto Prático em R Projeto em Shiny Parte II.mp4
52.72MB
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Seção 15 Legado (Aulas da Versão 1)/172. Projeto Prático em R Projeto em Shiny Parte III.mp4
32.08MB
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Seção 15 Legado (Aulas da Versão 1)/169. Projeto Prático em R Aplicação Web de Avaliação de Riscos em Seguros/169. Projeto Prático em R Aplicação Web de Avaliação de Riscos em Seguros.mp4
69.15MB
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Seção 15 Legado (Aulas da Versão 1)/169. Projeto Prático em R Aplicação Web de Avaliação de Riscos em Seguros/scripts/app.R
1.64KB
Seção 15 Legado (Aulas da Versão 1)/169. Projeto Prático em R Aplicação Web de Avaliação de Riscos em Seguros/slides/1.1. Projeto Prático.pdf
333.94KB
Seção 16 Fundamentos em R/174. RStudio.mp4
74.22MB
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57.22MB
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Seção 16 Fundamentos em R/176. Pacotes Parte II.mp4
32.51MB
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13.21MB
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Seção 16 Fundamentos em R/178. Aspectos Diversos.mp4
25.93MB
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Seção 16 Fundamentos em R/179. Aspectos Diversos Parte II.mp4
53.16MB
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Seção 16 Fundamentos em R/180. Tipos de Dados e Operadores.mp4
18.17MB
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Seção 16 Fundamentos em R/181. Tipos de Dados e Operadores Parte II.mp4
32.42MB
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26.34MB
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111.63MB
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23.71MB
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Seção 16 Fundamentos em R/185. Funções Parte II.mp4
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22.31MB
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Seção 16 Fundamentos em R/188. Principais Funções.mp4
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60.2MB
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Seção 16 Fundamentos em R/193. Programação Parte II.mp4
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Seção 16 Fundamentos em R/173. Introdução/173. Introdução.mp4
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Seção 16 Fundamentos em R/173. Introdução/173. Introdução.txt
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Seção 17 Fundamentos em Python/194. Introdução.mp4
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Seção 17 Fundamentos em Python/195. Ambiente.mp4
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Seção 17 Fundamentos em Python/196. Variáveis e Objetos.mp4
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Seção 17 Fundamentos em Python/197. Variáveis e Objetos (Continuação).mp4
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Seção 17 Fundamentos em Python/198. Estruturas de Decisão.mp4
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Seção 17 Fundamentos em Python/199. Estruturas de Decisão (Continuação).mp4
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Seção 17 Fundamentos em Python/200. Estruturas de Repetição.mp4
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Seção 17 Fundamentos em Python/201. Estruturas de Repetição (Continuação).mp4
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Seção 17 Fundamentos em Python/202. Listas.mp4
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Seção 17 Fundamentos em Python/203. Listas (Continuação).mp4
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Seção 17 Fundamentos em Python/204. Módulos e Pacotes.mp4
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Seção 17 Fundamentos em Python/205. Módulos e Pacotes (Continuação).mp4
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Seção 17 Fundamentos em Python/206. Funções.mp4
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Seção 17 Fundamentos em Python/207. Funções (Continuação).mp4
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Seção 17 Fundamentos em Python/208. Funções Padrão.mp4
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Seção 17 Fundamentos em Python/209. Funções Padrão (Continuação).mp4
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Seção 17 Fundamentos em Python/210. Funções Padrões (Continuação II).mp4
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Seção 18 Encerramento/211. Encerramento.mp4
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Seção 18 Encerramento/212. Referências Bibliográficas.txt
4.82KB
Seção 18 Encerramento/213. Aula Bônus.mp4
4.57MB
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