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accelerators

Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amss

Learn Bayesian Regression on simulated dataset

artificial-intelligence-projects

Collection of Artificial Intelligence projects.

artofstatistics

Code for 'The Art of Statistics'

azure-data-factory

azure-data-factory-by-example

Source Code for 'Azure Data Factory' by Example by Richard Swinbank

azure-databricks-cookbook

Azure Databricks Cookbook, Published by Packt

azure-kusto-spark

Apache Spark Connector for Azure Kusto

azure-synapse-analytics

azure_databricks

chatbot_tensorflow

Built the cahtbot using tensorflow. This chatbot based on RNN and seq2seq model.

credit-risk-modelling

Credit Risk analysis by using Python and ML

cubicasa5k

CubiCasa5k floor plan dataset

data_scientist_nanodegree

deep-learning-in-python

Hands-on, practical knowledge of how to use neural networks and deep learning with Keras 2.0

deploying-machine-learning-models

Repository with Deployment of ML models practices

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

effectivepython

Effective Python: Second Edition — Source Code and Errata for the Book

entity-embedding-rossmann

exams

Interview and training questions and answers.

fastbook

Draft of the fastai book

gcp-course

This repository contains all the resources for the Google Cloud online course

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

imagecaptioning.pytorch

image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)

implementation-of-ds-techniques-in-medium-articles

Scripts/Notebooks used for my articles published on Medium

keras

Deep Learning for humans

learnopencv

Learn OpenCV : C++ and Python Examples

limitless-analytics-with-azure-synapse

Limitless Analytics with Azure Synapse, published by Packt

linearprogramming

Code for the Modeling and Solving Linear Programming with R book