Quantum-Software-Development · FabianaCampanari · Oct 25, 2025 · Oct 25, 2025
diff --git a/...lustering Algorithms Exploration and Comparison/code/project2_clustering_comparison.ipynb b/...lustering Algorithms Exploration and Comparison/code/project2_clustering_comparison.ipynb
diff --git a/...lgorithms Exploration and Comparison/code_+_dataset_clustering_comparison/code/Grupo4.csv b/...lgorithms Exploration and Comparison/code_+_dataset_clustering_comparison/code/Grupo4.csv
diff --git a/...and Comparison/code_+_dataset_clustering_comparison/code/code_clustering_comparison.ipynb b/...and Comparison/code_+_dataset_clustering_comparison/code/code_clustering_comparison.ipynb
diff --git a/...rithms Exploration and Comparison/code_+_dataset_clustering_comparison/dataset/Grupo4.csv b/...rithms Exploration and Comparison/code_+_dataset_clustering_comparison/dataset/Grupo4.csv
diff --git a/class__12_Project 2 – Clustering Algorithms Exploration and Comparison/datasets/Grupo4.csv b/class__12_Project 2 – Clustering Algorithms Exploration and Comparison/datasets/Grupo4.csv
diff --git a/...– Clustering Algorithms Exploration and Comparison/de um tututlo para o repo.md b/...– Clustering Algorithms Exploration and Comparison/de um tututlo para o repo.md
@@ -0,0 +1,6 @@
+<img src="https://r2cdn.perplexity.ai/pplx-full-logo-primary-dark%402x.png" style="height:64px;margin-right:32px"/>
+
+# de um tututlo para o repo
+
+Project 2 – Clustering Algorithms Exploration and Comparison
+
diff --git a/...Exploration and Comparison/plots/1-K-Means Clustering : Agrupamento K-Means.png b/...Exploration and Comparison/plots/1-K-Means Clustering : Agrupamento K-Means.png
diff --git a/...ation and Comparison/plots/2-Mean-Shift Clustering : Agrupamento Mean-Shift.png b/...ation and Comparison/plots/2-Mean-Shift Clustering : Agrupamento Mean-Shift.png
diff --git a/...Affinity Propagation Clustering : Agrupamento por Propagação de Afinidade.png b/...Affinity Propagation Clustering : Agrupamento por Propagação de Afinidade.png
diff --git a/class__12_Project 2 – Clustering Algorithms Exploration and Comparison/🇧🇷Briefing.pdf b/class__12_Project 2 – Clustering Algorithms Exploration and Comparison/🇧🇷Briefing.pdf
diff --git a/..._12_Project 2 – Clustering Algorithms Exploration and Comparison/🇬🇧 Briefing.md b/..._12_Project 2 – Clustering Algorithms Exploration and Comparison/🇬🇧 Briefing.md
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+<img src="https://r2cdn.perplexity.ai/pplx-full-logo-primary-dark%402x.png" style="height:64px;margin-right:32px"/>
+
+# Traduza ingles
+
+Project 2 – Apresentação em Sala de Aula.
+
+1. Carregue o dataset do seu grupo
+2. Quantas linhas e colunas tem seu dataset?
+3. Plote o gráfico de dispersão com tamanho 12 x 8
+4. Encontre todas medidas estatísticas do dataset (use describe())
+5. Elimine a coluna: ‘Unnamed: 0’ do dataset, se existir.
+6. Verificar a existência de valores faltantes. Caso existam, completa-los com a
+mediana da respectiva coluna.
+7. Verificar a existência de linhas (registros) duplicados e, caso existam, elimine-as.
+8. Aplique ao dataset os algoritmos:
+
+- K-Means
+- Mean-Shift
+- Propagação por Afinidade
+
+9. Plotar os três gráficos juntos e comparar os três métodos
+10. Apresente e discuta os resultados com a classe.
+
+Project 2 – Classroom Presentation
+
+1. Load your group's dataset
+2. How many rows and columns does your dataset have?
+3. Plot a scatter plot with size 12 x 8
+4. Find all statistical measures of the dataset (use describe())
+5. Remove the column ‘Unnamed: 0’ from the dataset, if it exists
+6. Check for missing values. If they exist, fill them with the median of the respective column
+7. Check for duplicated rows (records) and, if any exist, remove them
+8. Apply the following algorithms to the dataset:
+    - K-Means
+    - Mean-Shift
+    - Propagação por Afinidade
+9. Plot the three graphs together and compare the three methods
+10. Present and discuss the results with the class