7. Artificial Neural Networks e Deep Learning/11. Python Neural Networks na Prática.mp4
191.72MB
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1. Introdução/2. Apresentação.mp4
71.55MB
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1. Introdução/3. Roteiro.mp4
130.31MB
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1. Introdução/4. Instruções.mp4
35.46MB
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1. Introdução/5. Aplicações.mp4
27.09MB
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1. Introdução/6. O dia a dia de um Cientista de Dados.mp4
91MB
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1. Introdução/7. R Instruções.mp4
29.9MB
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1. Introdução/8. Orientações para Problemas com Anaconda para Windows.html
2.37KB
1. Introdução/9. Python Instruções.mp4
41.73MB
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2. Estatística I/1. Material para Download.html
457B
2. Estatística I/2. Conceitos Gerais.mp4
16.79MB
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2. Estatística I/3. Amostragem - Parte I.mp4
23.16MB
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2. Estatística I/4. Amostragem - Parte II.mp4
5.1MB
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2. Estatística I/5. Amostragem - Parte III.mp4
58.78MB
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2. Estatística I/6. R Amostragem parte I.mp4
31.46MB
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2. Estatística I/7. R Amostragem parte II.mp4
16MB
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2. Estatística I/8. R Amostragem parte III.mp4
4.85MB
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2. Estatística I/9. Python Amostragem Parte I.mp4
58.47MB
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2. Estatística I/10. Python Amostragem Parte II.mp4
105.14MB
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2. Estatística I/11. Python Amostragem Parte III.mp4
52.36MB
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2. Estatística I/12. Medidas de Centralidade e Variabilidade - Parte I.mp4
12.34MB
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2. Estatística I/13. Medias de Centralidade e Variabilidade - Parte II.mp4
34.55MB
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2. Estatística I/14. R Medias de Centralidade e Variabilidade.mp4
15.8MB
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2. Estatística I/15. Python Medidas de Centralidade e Variabilidade.mp4
29.82MB
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2. Estatística I/16. Usando a Estatística a seu Favor.mp4
5.46MB
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2. Estatística I/17. Probabilidade - Parte I.mp4
22MB
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2. Estatística I/18. Probabilidade - Parte II.mp4
22.91MB
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2. Estatística I/19. Entendendo Distribuições.mp4
7.87MB
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2. Estatística I/20. Distribuição Binomial - Parte I.mp4
15.73MB
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2. Estatística I/21. Distribuição Binomial - Parte II.mp4
120.11MB
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2. Estatística I/22. R - Distribuição Binomial.mp4
23.26MB
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2. Estatística I/23. Python Distribuição Binomial.mp4
35.32MB
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2. Estatística I/24. Distribuição Normal - Parte I.mp4
46.05MB
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2. Estatística I/25. Distribuição Normal - Parte II.mp4
23.55MB
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2. Estatística I/26. Distribuição Normal - Parte III.mp4
14.91MB
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2. Estatística I/27. Distribuição Normal - Parte IV - Verificando a Normalidade de Uma Distribuição.mp4
66.54MB
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2. Estatística I/28. R Distribuição Normal Parte I.mp4
42.71MB
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2. Estatística I/29. R Distribuição Normal II.mp4
3.73MB
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2. Estatística I/30. Python Distribuição Normal Parte I.mp4
37.39MB
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2. Estatística I/31. Python Distribuição Normal Parte II.mp4
13.13MB
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2. Estatística I/32. Estatística não Paramétrica.mp4
5.12MB
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2. Estatística I/33. Intervalos de Confiança - Parte I.mp4
30.61MB
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2. Estatística I/34. Intervalos de Confiança - Parte II.mp4
37.28MB
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2. Estatística I/35. Testes de Hipótese - Parte I.mp4
17.56MB
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2. Estatística I/36. Testes de Hipótese - Parte II.mp4
85.1MB
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2. Estatística I/37. Distribuição T de Student - Parte I.mp4
10.29MB
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2. Estatística I/38. Distribuição T de Student - Parte II.mp4
13.14MB
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2. Estatística I/39. R Distribuição T de Student.mp4
4.54MB
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2. Estatística I/40. Python Distribuição T de Student.mp4
15.04MB
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2. Estatística I/41. Estatística I.html
128B
3. Estatística II/1. Material para Download.html
457B
3. Estatística II/2. Introdução a Correlação e Regressão Linear.mp4
20.43MB
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3. Estatística II/3. Correlação - Parte I.mp4
10.27MB
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3. Estatística II/4. Correlação - Parte II.mp4
17.21MB
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3. Estatística II/5. Regressão Linear - Previsão.mp4
13.26MB
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3. Estatística II/6. Regressão Linear - Residuais.mp4
35.52MB
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3. Estatística II/7. Regressão Linear - Outliers, Extrapolação, Correlação não é Causa.mp4
17.97MB
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3. Estatística II/8. R Regressão Linear Simples - Parte I.mp4
12.4MB
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3. Estatística II/9. R Regressão Linear Simples - Parte II.mp4
5.3MB
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3. Estatística II/10. Python Regressão Linear Simples - Parte I.mp4
72.39MB
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3. Estatística II/11. Python Regressão Linear Simples - Parte II.mp4
38.14MB
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3. Estatística II/12. Condições.mp4
6.34MB
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3. Estatística II/13. Regressão Linear Múltipla.mp4
49.62MB
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3. Estatística II/14. R Regressão Linear Múltipla.mp4
19.46MB
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3. Estatística II/15. Python Regressão Linear Múltipla.mp4
139.15MB
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3. Estatística II/16. Cálculos e Fórmulas.mp4
52.29MB
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3. Estatística II/17. Regressão Logística.mp4
4.81MB
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3. Estatística II/18. R Regressão Logística.mp4
25.35MB
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3. Estatística II/19. Python Regressão Logistica.mp4
99.95MB
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3. Estatística II/20. Estatística II.html
128B
4. Estatística III/1. Material para Download.html
457B
4. Estatística III/2. Análise de Dados Exploratória.mp4
14.29MB
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4. Estatística III/3. Distribuição de Poisson - Parte I.mp4
7.05MB
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4. Estatística III/4. Distribuição de Poisson - Parte II.mp4
31.45MB
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4. Estatística III/5. R Distribuição de Poisson.mp4
16.98MB
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4. Estatística III/6. Python Distribuição de Poisson.mp4
8.93MB
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4. Estatística III/7. Qui Quadrado.mp4
47.53MB
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4. Estatística III/8. R Qui Quadrado.mp4
14.94MB
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4. Estatística III/9. Python Qui quadrado.mp4
10.63MB
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4. Estatística III/10. Anova - Parte I.mp4
10.58MB
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4. Estatística III/11. Anova - Parte II.mp4
51.55MB
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4. Estatística III/12. R Anova.mp4
52.83MB
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4. Estatística III/13. Python Anova.mp4
63.39MB
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4. Estatística III/14. Outliers.mp4
59.08MB
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4. Estatística III/15. R Outliers.mp4
22.08MB
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4. Estatística III/16. Python Outliers.mp4
52.14MB
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4. Estatística III/17. Para Saber Mais.mp4
16.08MB
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4. Estatística III/18. Estatística III.html
128B
5. Séries Temporais/1. Material para Download.html
457B
5. Séries Temporais/2. Introdução - Parte I.mp4
16.95MB
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5. Séries Temporais/3. Introdução - Parte II.mp4
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5. Séries Temporais/4. Componentes de Uma Série Temporal.mp4
16.57MB
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5. Séries Temporais/5. Alguns Exemplos.mp4
9.57MB
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5. Séries Temporais/6. R Explorando.mp4
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5. Séries Temporais/7. Python Explorando.mp4
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5. Séries Temporais/8. R Decomposição.mp4
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5. Séries Temporais/9. Python Decomposição.mp4
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5. Séries Temporais/10. R Previsão.mp4
29.75MB
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5. Séries Temporais/11. Python Previsão - Parte I.mp4
87.1MB
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5. Séries Temporais/12. Python Previsão - Parte II.mp4
100.63MB
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5. Séries Temporais/13. Para saber mais.html
543B
5. Séries Temporais/14. Para Saber Mais.mp4
10.93MB
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5. Séries Temporais/15. Series Temporais.html
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6. Machine Learning/1. Material para Download.html
457B
6. Machine Learning/2. Introdução - Parte I.mp4
26.77MB
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6. Machine Learning/3. Introdução - Parte II.mp4
10.86MB
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6. Machine Learning/4. Aplicações.mp4
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6. Machine Learning/5. Conceitos - Parte I.mp4
23.73MB
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6. Machine Learning/6. Conceitos - Parte II.mp4
22.65MB
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6. Machine Learning/7. Classificação - Parte I.mp4
31.83MB
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6. Machine Learning/8. Classificação - Parte II.mp4
18.88MB
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6. Machine Learning/9. Classificação - Parte III.mp4
14.8MB
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6. Machine Learning/10. Classificação - Parte IV.mp4
15.05MB
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6. Machine Learning/11. Classificação - Parte V.mp4
18.59MB
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6. Machine Learning/12. R Classificação na Prática com Naive Bayes - Parte I.mp4
30.95MB
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6. Machine Learning/13. R Classificação na Prática com Naive Bayes - Parte II.mp4
15.22MB
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6. Machine Learning/14. R Simulando o Modelo em Produção.mp4
9.13MB
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6. Machine Learning/15. R Árvore de Decisão com Rpart.mp4
21.29MB
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6. Machine Learning/16. R Seleção de Atributos Aula Prática.mp4
22.52MB
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6. Machine Learning/17. R Aprendizado baseado em instância.mp4
11.63MB
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6. Machine Learning/18. R Ensamble Learning.mp4
7.71MB
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6. Machine Learning/19. Python Classificação na Prática com Naive Bayes - Parte I.mp4
102.7MB
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6. Machine Learning/20. Python Classificação na Prática com Naive Bayes Parte II.mp4
111.51MB
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6. Machine Learning/21. Python Simulando o Modelo em Produção.mp4
57.18MB
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6. Machine Learning/22. Python Árvore de Decisão.mp4
98.43MB
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6. Machine Learning/23. Python Seleção de Atributos.mp4
99.6MB
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6. Machine Learning/24. Python Aprendizado Baseado em Instância.mp4
63.83MB
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6. Machine Learning/25. Python Ensamble Learning.mp4
73.7MB
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6. Machine Learning/26. Métricas de Erros ME MAE RMSE MPE MAPE.mp4
52.9MB
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6. Machine Learning/27. Categorical encoding.mp4
38.07MB
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6. Machine Learning/28. Feature Scalling.mp4
41.02MB
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6. Machine Learning/29. R Categorical Encoding.mp4
25.98MB
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6. Machine Learning/30. R Features Scalling.mp4
22.37MB
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6. Machine Learning/31. Python Categorical Encoding.mp4
55.7MB
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6. Machine Learning/32. Python Feature Scalling.mp4
33.55MB
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6. Machine Learning/33. Agrupamentos.mp4
28.09MB
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6. Machine Learning/34. R Agrupamento com Kmeans.mp4
19.29MB
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6. Machine Learning/35. R Agrupamento com Fuzzy c-means.mp4
7.95MB
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6. Machine Learning/36. R Agrupamento com K-medoids.mp4
4.32MB
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6. Machine Learning/37. Python Agrupamento com Kmeans.mp4
82.54MB
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6. Machine Learning/38. Python Agrupamento com Fuzzy c-means.mp4
74.11MB
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6. Machine Learning/39. Python Agrupamento com K-medoids.mp4
113.19MB
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6. Machine Learning/40. Regras de Associação.mp4
32.33MB
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6. Machine Learning/41. R Regras de Associação Aula Prática com apriori.mp4
24.26MB
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6. Machine Learning/42. R Itens frequentes com Eclat.mp4
6.86MB
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6. Machine Learning/43. Python Regras de Associação Aula prática com Apriori.mp4
59.37MB
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6. Machine Learning/44. Python Itens frequentes com Eclat.mp4
50.79MB
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6. Machine Learning/45. Para Saber Mais.mp4
24.66MB
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6. Machine Learning/46. Machine Learning Teste I.html
128B
6. Machine Learning/47. Machine Learning Teste II.html
128B
7. Artificial Neural Networks e Deep Learning/1. Material para Download.html
457B
7. Artificial Neural Networks e Deep Learning/2. Introdução.mp4
35.98MB
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7. Artificial Neural Networks e Deep Learning/3. Redes Neurais.mp4
25.69MB
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7. Artificial Neural Networks e Deep Learning/4. Função de Ativação.mp4
44.51MB
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7. Artificial Neural Networks e Deep Learning/5. Gradient Descent.mp4
58.2MB
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7. Artificial Neural Networks e Deep Learning/6. Deep Learning.mp4
110.2MB
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7. Artificial Neural Networks e Deep Learning/7. Exemplos.mp4
23.68MB
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7. Artificial Neural Networks e Deep Learning/8. R Neural Network na Prática.mp4
37.68MB
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7. Artificial Neural Networks e Deep Learning/9. R Deep Learning na Prática - Parte I.mp4
58.34MB
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7. Artificial Neural Networks e Deep Learning/10. R Deep Learning na Prática - Parte II.mp4
35.78MB
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1. Introdução/1. Instruções Gerais.mp4
24.08MB
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7. Artificial Neural Networks e Deep Learning/12. Python Deep Learning na Prática - Parte I.mp4
117.19MB
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7. Artificial Neural Networks e Deep Learning/13. Python Deep Learning na Prática - Parte II.mp4
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7. Artificial Neural Networks e Deep Learning/14. Python Aula Bônus Parte I.mp4
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7. Artificial Neural Networks e Deep Learning/15. Python Aula Bônus Parte II.mp4
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7. Artificial Neural Networks e Deep Learning/16. Para Saber Mais.mp4
9.42MB
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7. Artificial Neural Networks e Deep Learning/17. Neural Networks e Deep Learning.html
128B
8. Grafos e Redes Sociais/1. Material para Download.html
457B
8. Grafos e Redes Sociais/2. Introdução a Grafos.mp4
14.85MB
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8. Grafos e Redes Sociais/3. Teoria de Grafos Parte I.mp4
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8. Grafos e Redes Sociais/4. Teoria de Grafos Parte II.mp4
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8. Grafos e Redes Sociais/5. Teoria de Grafos Parte III.mp4
7.13MB
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8. Grafos e Redes Sociais/6. Teoria de Grafos Parte IV.mp4
13.41MB
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8. Grafos e Redes Sociais/7. Representação em Dados.mp4
8.9MB
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8. Grafos e Redes Sociais/8. Problemas, Algoritmos e Curiosidades.mp4
19.54MB
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8. Grafos e Redes Sociais/9. R Igraph - Introdução Parte I.mp4
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8. Grafos e Redes Sociais/10. R Igraph - Introdução Parte II.mp4
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8. Grafos e Redes Sociais/11. R Igraph - Introdução Parte III.mp4
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8. Grafos e Redes Sociais/12. R Igraph - Impressão.mp4
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9. Mineração de Texto/6. Python Criação de um Corpus.mp4
42.74MB
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9. Mineração de Texto/7. Python Geração de Nuvem de Palavras.mp4
58.17MB
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9. Mineração de Texto/8. Python Matriz de Termos Frequentes.mp4
67.27MB
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9. Mineração de Texto/9. Para Saber Mais.mp4
18.33MB
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9. Mineração de Texto/10. Mineração de Texto.html
128B
10. Visualização, Gráficos e Dashboards/1. Material para Download.html
457B
10. Visualização, Gráficos e Dashboards/2. Introdução.mp4
20.44MB
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10. Visualização, Gráficos e Dashboards/3. Dicas Diversas.mp4
13.91MB
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10. Visualização, Gráficos e Dashboards/4. Dicas Diversas Parte II.mp4
18.5MB
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10. Visualização, Gráficos e Dashboards/5. Capacidade de Percepção do Cérebro Humano.mp4
8.96MB
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10. Visualização, Gráficos e Dashboards/6. Sugestões de Elementos Gráficos para Usar.mp4
6.72MB
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10. Visualização, Gráficos e Dashboards/7. Checklist.mp4
12.46MB
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10. Visualização, Gráficos e Dashboards/8. R Histograma.mp4
8.34MB
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10. Visualização, Gráficos e Dashboards/9. R Densidade.mp4
5.47MB
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10. Visualização, Gráficos e Dashboards/10. R Dispersão.mp4
11.37MB
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10. Visualização, Gráficos e Dashboards/11. R Dispersão com Legendas.mp4
10.55MB
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10. Visualização, Gráficos e Dashboards/12. R Dividindo a Tela.mp4
7.99MB
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10. Visualização, Gráficos e Dashboards/13. R Boxplot.mp4
7.13MB
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10. Visualização, Gráficos e Dashboards/14. R Gráficos de Barras e de Setores.mp4
11.16MB
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10. Visualização, Gráficos e Dashboards/15. R Boxplot com Lattice.mp4
3.44MB
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10. Visualização, Gráficos e Dashboards/16. R Histograma com Lattice.mp4
9.98MB
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10. Visualização, Gráficos e Dashboards/24. Python Dividindo a Tela.mp4
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10. Visualização, Gráficos e Dashboards/25. Ptyhon Boxplot.mp4
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10. Visualização, Gráficos e Dashboards/30. Python Gráfico 3D.mp4
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10. Visualização, Gráficos e Dashboards/32. Visualização, Gráficos e Dashboards.html
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11. Liguagem SQL/1. Material para Download.html
457B
11. Liguagem SQL/2. Introdução.mp4
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11. Liguagem SQL/3. Instalação do PostgreSQL.mp4
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11. Liguagem SQL/4. Criando a Estrutura de Dados.mp4
69.69MB
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11. Liguagem SQL/5. Populando o Banco de Dados.mp4
106.97MB
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11. Liguagem SQL/6. DDL.mp4
8.33MB
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11. Liguagem SQL/7. Principais Comandos Select Parte I.mp4
101.24MB
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11. Liguagem SQL/8. Principais Comandos Select Parte II.mp4
42.89MB
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11. Liguagem SQL/9. Junções (JOINS) Parte I.mp4
99.88MB
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11. Liguagem SQL/10. Junções (JOINS) Parte II.mp4
53.2MB
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11. Liguagem SQL/11. DML.mp4
17.02MB
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11. Liguagem SQL/12. R Acessando PostgreSQL.mp4
36.99MB
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11. Liguagem SQL/13. Python Acessando PostgreSQL.mp4
43.17MB
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11. Liguagem SQL/14. Para Saber Mais.mp4
16.39MB
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12. NoSQL e MongoDB/1. Material para Download.html
457B
12. NoSQL e MongoDB/2. Introdução a NoSQL.mp4
56.1MB
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12. NoSQL e MongoDB/3. Banco de Dados de Documentos.mp4
18.05MB
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12. NoSQL e MongoDB/4. Introdução do MongoDB.mp4
16.39MB
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12. NoSQL e MongoDB/5. Instalação do MongoDB.mp4
32.85MB
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12. NoSQL e MongoDB/6. Consultando MongoDB Parte I.mp4
51.88MB
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12. NoSQL e MongoDB/7. Consultando MongoDB Parte II.mp4
42.44MB
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12. NoSQL e MongoDB/8. MongoDB na prática Parte I.mp4
72.02MB
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12. NoSQL e MongoDB/9. MongoDB na prática Parte II.mp4
48.78MB
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12. NoSQL e MongoDB/13. Para Saber Mais.mp4
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13. Fundamentos de Gestão de Projetos/2. Introdução.mp4
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13. Fundamentos de Gestão de Projetos/6. Metodologias Ágeis Parte I.mp4
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13. Fundamentos de Gestão de Projetos/8. Metodologias Ágeis Parte III.mp4
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13. Fundamentos de Gestão de Projetos/10. Conclusão.mp4
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13. Fundamentos de Gestão de Projetos/11. Fundamentos de Gestão de Projetos.html
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14. Atividades Finais Prova e Trabalho Prático/1. Teste Final.html
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14. Atividades Finais Prova e Trabalho Prático/2. Tarefa Prática Final.mp4
25.32MB
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14. Atividades Finais Prova e Trabalho Prático/2.1 Credito.zip
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14. Atividades Finais Prova e Trabalho Prático/2.2 ExemploRandomForest.zip
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15. Dicas de Carreira e Estudos/1. Dicas de Carreira e Estudos.mp4
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16. Fundamentos de R/1. Introdução.mp4
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16. Fundamentos de R/2. RStudio.mp4
65.34MB
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16. Fundamentos de R/3. Pacotes Parte I.mp4
51.01MB
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16. Fundamentos de R/4. Pacotes Parte II.mp4
27.44MB
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16. Fundamentos de R/5. Pacotes Parte III.mp4
8.78MB
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16. Fundamentos de R/6. Aspectos Diversos Parte I.mp4
21.91MB
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16. Fundamentos de R/7. Aspectos Diversos Parte II.mp4
45.05MB
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16. Fundamentos de R/8. Tipos de Operadores Parte I.mp4
15MB
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16. Fundamentos de R/9. Tipos de Operadores Parte II.mp4
26.63MB
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16. Fundamentos de R/10. Estrutura de Dados Parte I.mp4
22.3MB
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16. Fundamentos de R/11. Estruturas de Dados Parte II.mp4
95.42MB
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16. Fundamentos de R/12. Funções Parte I.mp4
18.59MB
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16. Fundamentos de R/13. Funções Parte II.mp4
15.67MB
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16. Fundamentos de R/14. Ajuda Parte I.mp4
19.03MB
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16. Fundamentos de R/15. Ajuda Parte II.mp4
5.98MB
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16. Fundamentos de R/16. Importando Dados Parte I.mp4
5.44MB
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16. Fundamentos de R/17. Importando Dados Parte II.mp4
67.37MB
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16. Fundamentos de R/18. Programação Parte I.mp4
6.86MB
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16. Fundamentos de R/19. Programação Parte II.mp4
34.66MB
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17. Fundamentos de Python/1. Introdução.mp4
39.37MB
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17. Fundamentos de Python/2. Ambiente.mp4
22.07MB
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17. Fundamentos de Python/3. Variáveis e Objetos Parte I.mp4
61.85MB
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17. Fundamentos de Python/4. Variáveis e Objetos Parte II.mp4
45.66MB
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17. Fundamentos de Python/5. Estruturas de Decisão Parte I.mp4
75.59MB
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17. Fundamentos de Python/6. Estruturas de Decisão Parte II.mp4
19.41MB
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17. Fundamentos de Python/7. Estruturas de Repetição Parte I.mp4
39.4MB
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17. Fundamentos de Python/8. Estruturas de Repetição Parte II.mp4
18.21MB
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17. Fundamentos de Python/9. Listas Parte I.mp4
24.19MB
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17. Fundamentos de Python/10. Listas Parte II.mp4
22.33MB
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17. Fundamentos de Python/11. Módulos e Pacotes Parte I.mp4
44.16MB
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17. Fundamentos de Python/12. Módulos e Pacotes Parte II.mp4
11.66MB
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17. Fundamentos de Python/13. Funções Parte I.mp4
30.64MB
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17. Fundamentos de Python/14. Funções Parte II.mp4
14.01MB
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17. Fundamentos de Python/15. Funções Padrão Parte I.mp4
11.57MB
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17. Fundamentos de Python/16. Funções Padrão Parte II.mp4
3.5MB
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17. Fundamentos de Python/17. Funções Padrão Parte III.mp4
15.09MB
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18. Aula Bônus/1. Aula Bônus.mp4
4.58MB
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