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dialogue-datasets

A collection of plain text dialogue datasets

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

energyefficiencymultioutputneuralnet

Energy Efficiency Modelling with Multi-output Neural Networks in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 1 - Functional APIs

esg_index_manager_inpowerapps

A complete data integration and visualization solution for ESG indices using Power Apps and Power BI, from Microsoft Power Platform

generatedtimeseries

Working with Generated Time Series. From the course Sequences, Time Series and Prediction, DeepLearning.AI, Coursera, Week 1 - Sequences and Prediction

generative-deep-learning-with-tensorflow

google_colab_import

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

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

housingpriceskerasann

Housing Prices - build a simple neural network that predicts the price of a house according to a simple formula. From the course Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, DeepLearning.AI, Coursera, Week 1 - A new programming paradigm

imagesimilaritywithsiameseneuralnet

Image similarity modelling with Siamese Neural Networks in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 1 - Functional APIs

img_examples_guides

Repository of image examples used in the IDSW code.

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

industrialdatascienceworkflow

Industrial Data Science Workflow: full workflow for ETL, statistics, and Machine learning modelling of (usually) time-stamped industrial facilities data.

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.

java-tutorial-for-beginners

Java Tutorial For Beginners with 500 Code Examples

light-ml

machine_learning_examples

A collection of machine learning examples and tutorials.

machine_learning_fabiomaia

Simple implementation of most common machine learning algorithms

ml_python_2019

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

multioutputsiameseneuralnet_winequality

Wine quality analyzed through a Multi-Output Siamese Neural Network in TensorFlow. From the course Custom Models, Layers, and Loss Functions with TensorFlow, DeepLearning.AI, Coursera, Week 1 - Functional APIs

neural_network_foundation

poetrygenerationintensorflow

Poetry generation using NLP: sequence models and literature in TensorFlow. From the course Natural Language Processing in TensorFlow, DeepLearning.AI, Coursera, Week 4 - Sequence models and literature

portion

portion, a Python library providing data structure and operations for intervals.

powerapps

pyspark101

Detailed code for basic operations of pyspark