marcosoares-92 Goto Github PK

6sigma_data_analysis_framework

attention_rnn_translateenglishtoportuguese_nlp_gcolab

Use of the Attention architecture (Recurrent Neural Networks - RNN) to create an algorithm for translating English into Portuguese.

attention_rnn_translateportuguesetoenglish_nlp_gcolab

Use of the Attention architecture (Recurrent Neural Networks - RNN) to create an algorithm for translating Portuguese into English.

baseball-hist-dash

MLB Data Explorer

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

bidirect_rnn_imageclassification_gcolab

Application of Bidirectional Recurrent Neural Networks (RNNs) to image classification

bidirect_rnn_toxicinternetcommentsclassification_nlp_gcolab

Bidirectional RNNs (LSTM) for classification of toxic internet comments

case_dataanalyticsstartup

case_paperandcellulosis

cheme_active_learning

Supporting Information of the paper "Introductory Course in Chemical Engineering: Active Learning Strategies and the Adaptation to the Pandemic"

ci-cd-for-ml-demo

cnn_toxicinternetcommentsclassification_nlp_gcolab

Redes neurais convolucionais (CNN) para classificação de comentários de internet tóxicos em Google Colab

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

computer_vision

convolutionalneuralnetworks-cats_vs_dogs_imageclassification

Use of Convolutional Neural Networks to classify images into 'Cats' or 'Dogs'. From the course Convolutional Neural Networks in TensorFlow, DeepLearning.AI, Coursera, Week 1 - Exploring a Larger Dataset

convolutionalneuralnetworks-happy_or_sad_faces_imageclassification-imagedatagenerator_with_validatio

Use of Convolutional Neural Networks and Tensorflow's ImageDataGenerator to automatically label training data into two classes (happy or sad), and then use of this algorithm to classify face images among these classes. From the course Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, DeepLearning.AI, Coursera, Week 4 - 4. Using Real-world Images

convolutionalneuralnetworks-human-vs-horseimageclassification-imagedatagenerator_with_validation_set

Use of Convolutional Neural Networks and Tensorflow's ImageDataGenerator to automatically label training data into two classes (horses or humans), and then use of this algorithm to classify images among these classes. From the course Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, DeepLearning.AI, Coursera, Week 4 - 4. Using Real-world Images

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

convolutionalneuralnetworks_imageaugmentation-cats_vs_dogs_imageclassification

Use of Convolutional Neural Networks and Image Augmentation to classify images into 'Cats' or 'Dogs'. From the course Convolutional Neural Networks in TensorFlow, DeepLearning.AI, Coursera, Week 2 - Augmentation

convolutionalneuralnetworks_signlanguagemnist_multiclassimageclassification

Use of Convolutional Neural Networks to classify images from Sign Language MNIST dataset, with hands depicting the 26 letters of the English alphabet. From the course Convolutional Neural Networks in TensorFlow, DeepLearning.AI, Coursera, Week 4 - Multiclass Classifications

convolutionalneuralnetworks_transferlearning-humans_vs_horses_imageclassification

Use of Convolutional Neural Networks, Image Augmentation and Transfer learning to classify images into 'Humans' or 'Horses'. From the course Convolutional Neural Networks in TensorFlow, DeepLearning.AI, Coursera, Week 3 - Transfer learning

creatingcustomlossfunctionstf

Defining custom loss functions or objects in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 2 - Custom Loss Functions

customcallbacks_tensorflow

Creating custom Callbacks in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 5 - Callbacks

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

dailytemperaturesforecast_cnn_lstm

Daily temperatures forecasting with CNN-LSTMs deep neural networks. From the course Sequences, Time Series and Prediction, DeepLearning.AI, Coursera, Week 4 - Real-world time series data

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

datasciencepractices

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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

dialogue-datasets

A collection of plain text dialogue datasets