Post-Doctoral | PhD | MSc | MBA | Esp | BSc | Analista em Gestão de TIC do Estado (AGTIC)
Análise de Dados
Ferramentas
Plataformas
Abordagens
- Redes Neurais
- Evolucionais
- Enxames
Análise de Dados
Algoritmos em Inteligência Artificial (IA)
Linguagem R
- https://www.fundaj.gov.br/images/stories/NEES/apostila_r.pdf
- https://cran.rstudio.com/
- https://www.rstudio.com/products/rstudio/download/#download
- https://labtrop.ib.usp.br/doku.php?id=dicas_mat_apoio:programas:guir
- https://www.devmedia.com.br/trabalhando-com-a-linguagem-r/33275
Linguagem Python
- https://winpython.github.io/
- https://www.jetbrains.com/pycharm/download/
- https://scikit-learn.org/stable/
Linguagem Java
Linguagem C#
- https://visualstudio.microsoft.com/pt-br/downloads/
- Pacotes Redistribuíveis do Visual C++
- Ferramentas de Build para C++
- Visual Studio Download
- Microsoft Build Tools 2015
- https://my.visualstudio.com/Downloads?q=visual%20studio%202015&wt.mc_id=o~msft~vscom~older-downloads
- https://developer.microsoft.com/en-US/windows/downloads/windows-10-sdk
- Ferramentas de Build para Visual Studio 2019
- https://developer.microsoft.com/en-US/windows/downloads/windows-10-sdk
Anaconda
- Instalação
- https://www.anaconda.com/distribution/
- https://docs.anaconda.com/anaconda/user-guide/tasks/integration/
- https://docs.anaconda.com/anaconda/user-guide/getting-started/
- https://anaconda.org/
Colaboratory
Jupyter
Keras
- Wiki
- https://keras.io/
- https://pypi.org/project/Keras/
- https://transcranial.github.io/keras-js/#/
- https://www.dobitaobyte.com.br/rede-neural-com-keras-mais-anotacoes/
- https://medium.com/ensina-ai/introdu%C3%A7%C3%A3o-a-classificadores-bin%C3%A1rios-usando-keras-3dac9e2a3c6d
- Vídeos 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18
TensorFlow
Scikitlearn
Pandas
Numpy
Matplotlib
Seaborn
RapidMiner
- https://docs.rapidminer.com/latest/studio/installation/
- https://docs.rapidminer.com/latest/studio/operators/modeling/predictive/neural_nets/neural_net.html
- https://docs.rapidminer.com/downloads/RapidMiner-v6-user-manual.pdf
Orange
- Orange Wiki
- Documentation
- Orange Screenshots
- Orange Toolbox
- Orange Github
- Orange Vídeos
- Orange Algorithmics
- Getting Started with Orange 01: Welcome to Orange
- Getting Started with Orange 02: Data Workflows
- Getting Started with Orange 03: Widgets and Channels
- Getting Started with Orange 04: Loading Your Data
- Getting Started With Orange 05: Hierarchical Clustering
- Getting Started with Orange 06: Making Predictions
- Getting Started with Orange 07: Model Evaluation and Scoring
- Getting Started with Orange 08: Add-ons
- Getting Started With Orange 09: Principal Component Analysis
- Getting Started With Orange 10: Feature Scoring and Ranking
- Getting Started with Orange 11: k-Means
- Getting Started with Orange 12: k-Means Explained
- Getting Started with Orange 13: Silhouette
- Getting Started with Orange 14: Image Analytics - Clustering
- Getting Started with Orange 15: Image Analytics - Classification
- Getting Started with Orange 16: Text Preprocessing
- Getting Started with Orange 17: Text Clustering
- Getting Started with Orange 18: Text Classification
- Getting Started with Orange 19: How to Import Text Documents
- Getting Started with Orange 20: Multivariate Projection - Freeviz
- Orange Canvas: 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15
- Canal de Mineralçao de Dados
- Data Mining Course Udemy
- Orange Visual Programming
- Orange Widgets Development
- Minerando Dados
- Ferramentas Essênciais para Análise de Dados
- https://minerandodados.com.br/tag/orange/
- https://minerandodados.com.br/agrupamento-de-dados-orange/
- https://orange3-network.readthedocs.io/en/latest/index.html
- Orange
- https://docs.biolab.si//3/visual-programming/widgets/data/pythonscript.html
- https://www.larhud.ibict.br/index.php?title=Orange
- https://wiki.python.org/moin/WindowsCompilers
- https://github.com/GoSecure/orange-code-widget
- https://github.com/biolab/orange3-network
Qlik Sense
Ferramentas
- CNTK
- Deeplearning4j
- Theano
- Accord.NET Framework Machine Learning
- AForge.NET Framework
- Encog Machine Learning Framework
- NeuronDotNet - Neural Networks in C#
- Visual Studio Tools for AI
- Tensorflow
- Weka
- Matlab
- Kaggle
- Wolfram
- Qlik Sense
- Pentaho
- Tableou
- PowerBI
- Oracle Data Visualization
- GeneticSharp
- Pyevolve
- scikit-learn
- Keras
- Neural Dimension
- https://youtu.be/KVe27KZcCCA
- https://www.neurosolutions.com/resources/videotour.html
- https://www.neurosolutions.com/documentation/#
- https://news.mit.edu/2019/drag-drop-data-analytics-0627
Redes Neurais
- Drive
- Calcular Erro
- Deep Learning Book
- Entropia Cruzada
- Correlação Cruzada
- Gradient Descent
- Overfitting
- Underfitting
- Variância
- Estocástico
- Neural Networks
- MLP
- Modular
- RBF
- ELM
- SVM
- HTM
- CNN
- Convolucionais (Vídeo)
Bancos de Imagens
Nuvem
Referencial
Hospedagens
Publicações
- https://github.com/alvarofpinheiro/NeuralNetwork
- https://www.alvarofpinheiro.somee.com/nn.aspx
- https://alvarofpinheiro.azurewebsites.net
- https://alvarofpinheiro.azurewebsites.net/
Relevantes
- https://www.softwaretestinghelp.com/machine-learning-tools/
- https://tex.stackexchange.com/questions/24681/crossing-out-arrows
- https://en.wikipedia.org/wiki/Up_tack
- https://mathoverflow.net/questions/21543/what-is-the-definition-of-the-uplus-symbol
- https://versus.com/br/king-s-college-london-vs-university-college-london
- https://filmow.com/luz-trevas-e-o-metodo-cientifico-t44610/
- https://www.youtube.com/watch?v=xLZYsCn2Y4g
- https://www.designerd.com.br/autodraw-ferramenta-de-inteligencia-artificial-google-que-te-ajuda-desenhar-melhor/
- https://www.autodraw.com/
- https://www.lucidchart.com