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1. Projeto-Rede-Neurais--Series-Temporais Projeto-Rede-Neurais--Series-Temporais Public

   BI Master - Trabalho final da disciplina de Redes Neurais - Redes recorrentes LSTM, GRU. Métricas de avaliação RMSE, MSE, MAPE e MAE.

   Jupyter Notebook

2. Projeto-Redes-Neurais-OCT-Images Projeto-Redes-Neurais-OCT-Images Public

   BI Master - Automated methods to detect and classify human diseases from medical images. Convolutional Neural Network, Data Augmentation, Transfer Learning, Tensorflow, Keras, Xception, ImageNet, S…

   Jupyter Notebook 1

3. Projeto-Business-Intelligence--Telefonia Projeto-Business-Intelligence--Telefonia Public

   BI Master - Trabalho final da disciplina de Business Intelligence (BI) - ETL, Postgres, PDI, SQL Power Architect e PowerBI.

4. RAG-Retrieval-Augmented-Generation RAG-Retrieval-Augmented-Generation Public

   Generative AI - Use Watsonx to respond to natural language questions using RAG (context, few-shot, watson-studio, rag, vector-database, foundation-models, llm, prompt-engineering, retrieval-augment…

   Jupyter Notebook 2

5. Large-Language-Model-Agents-MOOC-Fall-2024 Large-Language-Model-Agents-MOOC-Fall-2024 Public

   Essential LLM abilities required for task automation, and infrastructures for agent development.

   Jupyter Notebook

6. Multimodal-RAG-with-Milvus Multimodal-RAG-with-Milvus Public

   Multimodal RAG powered by Milvus, Visualized BGE model, and GPT-4o.

   Jupyter Notebook