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deeplearning.ai-specialization

Please don't use any of these code to pass certification of Coursera popular deep learning specialization by Andrew Ng.

deeplearning_safari_johnkron_course

Complete BL and NLP course by John Kron in Safaribooks.

devops-master-class

Learn Devops with Docker, Kubernetes, Terraform, Ansible, Jenkins and Azure Devops

digits

Deep Learning GPU Training System

distributeddeeplearning

Tutorials on running distributed deep learning on Batch AI

dl

dlaicourse

Notebooks for learning deep learning

edxmsft_deeplearning

DeepLearning Course from Microsoft using CNTK framework

edxpythondatascience

edx_deeplearning_cntk

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai

fastai-1

The fast.ai deep learning library, lessons, and tutorials

fastai_deeplearn_part1

Notes for Fastai Deep Learning Course - Part 1 v2

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

gan_deeprl_codes

gcp-cloud-engineer

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hol-azure-machine-learning

Introduction to Machine Learning and Azure Machine Learning Services. Hands on labs to show Azure Machine Learning features, developing experiments, feature engineering, R and Python Scripting, Production stage, publishing models as web service, RRS and BES usage

intro-to-dl

Resources for "Introduction to Deep Learning" course.

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

irvinesoai

Irvine School of AI

kerasexamples

kubernetes-examples

This repo contains a bunch of Kubernetes examples

kubernetes-in-action

Code from the Kubernetes in Action book

kubernets-on-azure

A demo application (Api asp.net core, Angular SPA, MysqlBackend) to learn how to use Kubernetes on Microsoft Azure

learning-spark

Example code from Learning Spark book

lectures

Oxford Deep NLP 2017 course

machinelearning