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ai-platform-samples

Official Repo for Google Cloud AI Platform

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

cicd-notebooks-aiplatform

clvpipelines

codenext

Resources for CodeNext

core-solution-services

covid-sim

This is the COVID-19 CovidSim microsimulation model developed by the MRC Centre for Global Infectious Disease Analysis hosted at Imperial College, London.

covid_adjusted_cfr

gcp-gpu-install

Scripts for Ubuntu 16, RH 6/6 to set up a TF / GPU environment on GCP

hdfs2cass

Hadoop mapreduce job to bulk load data into Cassandra

interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

kubeflow-examples

Examples for Kubeflow and Kubeflow pipelines

ml-explainability

ml-inference

ML Training on inference.

oss-cloud-learning-platform

practicals-2019

Practical notebooks for Khipu 2019, held in Universidad de la República in Montevideo.

solutions-builder

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-lifetime-value

Predict customer lifetime value using AutoML Tables, with a Tensorflow neural network and the Lifetimes Python library.

tensorflow-recommendation-wals

An end-to-end solution for website article recommendations based on Google Analytics data. Uses WALS matrix-factorization in TensorFlow, trained on Cloud ML Engine. Recommendations served with App Engine Flex and Cloud Endpoints. Orchestration is performed using Airflow on Cloud Composer. See the solution tutorials at:

tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).