Gcp Libraries

20 Components & Libraries

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Gcp Libraries

Machine Learning Platform and Recommendation Engine built on Kubernetes

Seldon Server is a machine learning platform that helps your data science team deploy models into production. Seldon supports models built with TensorFlow, Keras, Vowpal Wabbit, XGBoost, Gensim and a…

80+ DevOps & Data CLI Tools - AWS, GCP, GCF Python Cloud Functions, Log Anonymizer, Spark, Hadoop, HBase, Hive, Impala, Linux, Docker, Spark Data Converters & Validators (Avro/Parquet/JSON/CSV/INI/XML/YAML), Travis CI, AWS CloudFormation, Elasticsearch, Solr etc.

See Also: repos which contains hundreds more scripts and programs for Cloud, Big Data, SQL, NoSQL, Web and Linux. Hari Sekhon Cloud & Big Data Contractor, United Kingdom List all programs: Run an…

1000+ DevOps Bash Scripts - AWS, GCP, Kubernetes, Docker, CI/CD, APIs, SQL, PostgreSQL, MySQL, Hive, Impala, Kafka, Hadoop, Jenkins, GitHub, GitLab, BitBucket, Azure DevOps, TeamCity, Spotify, MP3, LDAP, Code/Build Linting, pkg mgmt for Linux, Mac, Python, Perl, Ruby, NodeJS, Golang, Advanced dotfiles: .bashrc, .vimrc, .gitconfig, .screenrc, tmux..

1000+ DevOps Shell Scripts and Advanced Bash environment. Fast, Advanced Systems Engineering, Automation, APIs, shorter CLIs, etc. Hari Sekhon Cloud & Big Data Contractor, United Kingdom (ex-Clou…

Spinnaker Pipeline/Infrastructure Configuration and Templating Tool - Pipelines as Code.

Foremast is a Spinnaker pipeline and infrastructure configuration and templating tool. Just create a couple JSON configuration files and then manually creating Spinnaker pipelines becomes a thing of…

Prowler is an Open Source Security tool for AWS, Azure, GCP and Kubernetes to do security assessments, audits, incident response, compliance, continuous monitoring, hardening and forensics readiness. Includes CIS, NIST 800, NIST CSF, CISA, FedRAMP, PCI-DSS, GDPR, HIPAA, FFIEC, SOC2, GXP, Well-Architected Security, ENS and more

It contains hundreds of controls covering CIS, NIST 800, NIST CSF, CISA, RBI, FedRAMP, PCI-DSS, GDPR, HIPAA, FFIEC, SOC2, GXP, AWS Well-Architected Framework Security Pillar, AWS Foundational Technic…

[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning

This books was written in partnership with Pragmatic AI Labs. You can continue learning about these topics by: Building Cloud Computing Solutions at Scale Specialization Launch Your Career in Cloud C…

Generic templated configuration management for Kubernetes, Terraform and other things

Kapitan needs Python 3.7. System-wide (not recommended):

Python scripts for ETL (extract, transform and load) jobs for Ethereum blocks, transactions, ERC20 / ERC721 tokens, transfers, receipts, logs, contracts, internal transactions. Data is available in Google BigQuery https://goo.gl/oY5BCQ

Ethereum ETL lets you convert blockchain data into convenient formats like CSVs and relational databases. Install Ethereum ETL: For the latest version, check out the repo and call Build a docker imag…

hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference

Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required

You want to see an IoT example at huge scale? Not just 100 or 1000 devices producing data, but a really scalable demo with millions of messages per second from tens of thousands of devices? This is t…

:rocket: Build and manage real-life ML, AI, and data science projects with ease!

There are several ways to get in touch with us:

Dockerized framework with Terraform, Terragrunt, Python, Make, Docker, Git, and all needed components to easily manage cloud infrastructure.

Docker image with Terraform, Terragrunt, Go, Python, Make, Docker, Git, and all needed components to easily manage cloud infrastructure for CI/CD environments as a runner image. Tag of the image tell…

FastAPI Tutorials & Deployment Methods to Cloud and on-prem infrastructures

ElectricEye is a multi-cloud, multi-SaaS Python CLI tool for Asset Management, Security Posture Management & Attack Surface Monitoring supporting 100s of services and evaluations to harden your CSP & SaaS environments with controls mapped to over 20 industry, regulatory, and best practice controls frameworks

ElectricEye is a multi-cloud, multi-SaaS Python CLI tool for Asset Management, Security Posture Management & Attack Surface Monitoring supporting 100s of services and evaluations to harden your C…

Goblet is an easy-to-use framework that enables developers to quickly spin up fully featured REST APIs with python on GCP

It provides: You can create Rest APIs: You can also create other GCP resources that are related to your REST api: Once you've written your code, you just run goblet deploy and Goblet takes care of de…

Helping spread communication about novel virus Covid-19 via FREE text messages for everyone.

covid-helpline is being decommissioned and migrated over to a new bot initiative called Project Li. An announcement will be made to our users to facilitate the deprecation of covid-helpline and migra…

Commons code used by the Data Catalog connectors, and links for the connectors sample code.

Each subfolder contains a Python package. Please check components' README files for details. The following components are available in this repo: The following sample codes are available:

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

This is not an officially supported Google product. The code in this repository is for demonstrative purposes only.

The fastest way to deploy AI apps and services on any infra. Unobtrusive, debuggable, PyTorch-like APIs.

Runhouse is built to do four things: The above env list is a shorthand, but you can create quite elaborate envs (even quite a bit more elaborate than the example below). Local folders are sent (rsync…

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

If that sounds like a lot, don't worry. After you cover this course, you will understand everything we said before. Most importantly, you will know WHY we used all these tools and how they work toget…

Cloud & DevOps Architecture Diagrams-as-Code in Python and D2 languages

Diagrams shown below are automatically (re)generated by GitHub Actions CI/CD 😎 I read an article that said: the ability to create meaningful diagrams is the pinnacle of communication skills as an eng…

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