marcosoares-92
Code, Jupyter Notebooks, Power Apps software, Power BI dashboards, and Data Science and Analytics Projects. PhD Candidate and MSc. in Mechatronics, Chem. Eng.
Bayer Crop ScienceBrazil
Pinned Repositories
basicImageClassificationWithCallbacksTensorflow
Implementing Callbacks in TensorFlow using the MNIST Dataset - Basic Image Classification with Deep Learning, in Tensorflow. From the course Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, DeepLearning.AI, Coursera, Week 2 - Introduction to Computer Vision
colabutils
A simplified version of Industrial Data Science Workflow for working with Google Colab utility functions.
ConvolutionalNeuralNetworks-MNIST_and_FashionMNIST_Datasets_ImageClassification
Use of Convolutional Neural Networks to classify images from the MNIST and Fashion MNIST datasets using Keras and Tensorflow. From the course Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, DeepLearning.AI, Coursera, Week 3 - Enhancing Vision with Convolutional Neural Networks
esg_index_manager_inPowerApps
A complete data integration and visualization solution for ESG indices using Power Apps and Power BI, from Microsoft Power Platform
IndustrialDataScience_DataExtraction
Workflow for extracting and pre-processing data collected from industrial facilities in different forms, like IP21 database
IndustrialDataScience_ETL_Workflow
Workflow for extracting, transforming and loading time-series data collected from industrial facilities
IndustrialDataScience_ML_Modelling_Workflow
Machine learning modelling workflow for time-stamped industrial facilities data
IndustrialDataScience_TextPreprocessing
Workflow for preprocessing text and categorical data.
IndustrialDataScienceWorkflow
Industrial Data Science Workflow: full workflow for ETL, statistics, and Machine learning modelling of (usually) time-stamped industrial facilities data.
steelindustrysimulator
A simulator for process improvement training, based on Google Colab
marcosoares-92's Repositories
marcosoares-92/esg_index_manager_inPowerApps
A complete data integration and visualization solution for ESG indices using Power Apps and Power BI, from Microsoft Power Platform
marcosoares-92/IndustrialDataScience_ML_Modelling_Workflow
Machine learning modelling workflow for time-stamped industrial facilities data
marcosoares-92/IndustrialDataScience_TextPreprocessing
Workflow for preprocessing text and categorical data.
marcosoares-92/IndustrialDataScienceWorkflow
Industrial Data Science Workflow: full workflow for ETL, statistics, and Machine learning modelling of (usually) time-stamped industrial facilities data.
marcosoares-92/IndustrialDataScience_DataExtraction
Workflow for extracting and pre-processing data collected from industrial facilities in different forms, like IP21 database
marcosoares-92/IndustrialDataScience_ETL_Workflow
Workflow for extracting, transforming and loading time-series data collected from industrial facilities
marcosoares-92/colabutils
A simplified version of Industrial Data Science Workflow for working with Google Colab utility functions.
marcosoares-92/steelindustrysimulator
A simulator for process improvement training, based on Google Colab
marcosoares-92/6sigma_data_analysis_framework
marcosoares-92/baseball-hist-dash
MLB Data Explorer
marcosoares-92/ci-cd-for-ml-demo
marcosoares-92/CNNsForImgClassAndLocalization
Image Classification and Object Localization: Convolutional Neural Networks for finding bounding boxes. From the course Advanced Computer Vision with TensorFlow, DeepLearning.AI, Coursera, Week 1 - Concepts in Computer Vision
marcosoares-92/customCallbacks_TensorFlow
Creating custom Callbacks in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 5 - Callbacks
marcosoares-92/customTrainingTensorFlow
Custom Training in TensorFlow: CV and cancer prediction. From the course Custom and Distributed Training with TensorFlow, DeepLearning.AI, Coursera, Week 2 - Custom Training
marcosoares-92/DeepWide_custom_net
Build a Deep and Wide Custom Neural Network in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 4 - Custom Models
marcosoares-92/distributedTrainingTensorFlow
Distributed Training in TensorFlow: image classification through multiple-core GPUs and TPUs. From the course Custom and Distributed Training with TensorFlow, DeepLearning.AI, Coursera, Week 4 - Distributed Training
marcosoares-92/GradientTapeTensorsTF
Gradient Tape and Tensor Operations in TensorFlow. From the course Custom and Distributed Training with TensorFlow, DeepLearning.AI, Coursera, Week 1 - Differentiation and Gradients
marcosoares-92/graphModeTensorFlow
Graph Mode in TensorFlow: autographs and computer vision. From the course Custom and Distributed Training with TensorFlow, DeepLearning.AI, Coursera, Week 3 - Graph Mode
marcosoares-92/img_examples_guides
Repository of image examples used in the IDSW code.
marcosoares-92/InceptionTensorFlow
Image Classification: transfer learning with Inception model in TensorFlow. From the course Advanced Computer Vision with TensorFlow, DeepLearning.AI, Coursera, Week 1 - Concepts in Computer Vision
marcosoares-92/Machine_Learning_fabioMaia
Simple implementation of most common machine learning algorithms
marcosoares-92/MobileNetV2TensorFlow
Object Localization: MobileNetV2 and OpenCV for finding bounding boxes on caltech_birds2010 dataset using TensorFlow. From the course Advanced Computer Vision with TensorFlow, DeepLearning.AI, Coursera, Week 1 - Concepts in Computer Vision
marcosoares-92/portion
portion, a Python library providing data structure and operations for intervals.
marcosoares-92/quadraticLayerTensorFlow
Implementation of Quadratic Layer for image classification in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 3 - Custom Layers
marcosoares-92/ResNet50TensorFlow
Image Classification: transfer learning with ResNet50 model in TensorFlow. From the course Advanced Computer Vision with TensorFlow, DeepLearning.AI, Coursera, Week 1 - Concepts in Computer Vision
marcosoares-92/ResNet_image_classification
Image Classification with Residual Network (ResNet) in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 4 - Custom Models
marcosoares-92/sample-pi_web_api-common_actions-python
marcosoares-92/scikit-llm
Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.
marcosoares-92/tf_obj_detection_api
Models and examples built with TensorFlow
marcosoares-92/VGG_Network_image_classification
Image Classification with VGG Network in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 4 - Custom Models