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amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all availble foundational models

amazon-rekognition-serverless-large-scale-image-and-video-processing

Process images and videos at scale using Amazon Rekognition

approachingalmost

Approaching (Almost) Any Machine Learning Problem

aws-aiml-automotive-examples

cloud-vision-explorer

Google Vision API demo

consentcrawl

Automatically check for GDPR/CCPA consent by running a Playwright headless browser to check for marketing and analytics scripts firing before and after consent.

gcp-twitter-sentiment-analysis

This repository contains various codes in GCP which implement Twitter sentiment analysis pipeline.

h2ogpt

Private Q&A and summarization of documents+images or chat with local GPT, 100% private, Apache 2.0. Supports LLaMa2, llama.cpp, and more. Demo: https://gpt.h2o.ai/

kubernetes-bigquery-python

Example Kubernetes app that shows how to build a 'pipeline' to stream data into BigQuery. Uses Redis or Google Cloud PubSub

lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

oculi

A Google Cloud-based pipeline for tagging image and video ads based on their content, enabling advanced creative analysis.

python

This repository helps you understand python from the scratch.

python-docs-samples

Code samples used on cloud.google.com

robyn

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) code from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.

slackalytics

A textual analytics bot for the Slack Communication App

topics

The Topics API

twitter-sentiment

A Trax deep neural network sentiment analysis model on Twitter's 50 Trending Topics deployed and automated every hour on the Google Cloud Platform which is then viewed as a dashboard on Google Data Studio.

vertex-ai-mlops

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations