ansible-guide
Ansible Guide
https://github.com/mikeroyal/ansible-guide
Last synced: 15 days ago
JSON representation
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Bash/PowerShell Learning Resources
- Introduction to Bash Shell Scripting by Coursera
- Bash: Shell Script Basics by Pluralsight
- Bash/Shell by Codecademy
- AWS Tools for Windows PowerShell
- AWS Command Line Interface and aws-shell Sample for AWS Cloud9
- Configuring Cloud Shell on Google Cloud
- Google's Shell Style Guide
- Integrated Terminal in Visual Studio Code
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Bash/ PowerShell Tools
- Bash - compatible shell that integrates together useful features from the Korn shell (ksh) and the C shell (csh).
- PowerShell Core - platform (Windows, Linux, and macOS) automation and configuration tool/framework that works well with your existing tools and is optimized for dealing with structured data (JSON, CSV, XML, etc.), REST APIs, and object models. It also includes a command-line shell, an associated scripting language and a framework for processing cmdlets.
- Windows Subsystem for Linux (WSL)
- AWS Shell - line shell program that provides convenience and productivity features to help both new and advanced users of the AWS Command Line Interface.
- VS Code Bash Debug
- VS Code Bash IDE - lsp/bash-language-server/blob/master/bash-lsp), that is based on [Tree Sitter](https://github.com/tree-sitter/tree-sitter) and its [grammar for Bash](https://github.com/tree-sitter/tree-sitter-bash) and supports [explainshell](https://explainshell.com/) integration.
- Google Cloud Shell - based command-line access for managing your infrastructure and applications on Google Cloud Platform.
- Azure PowerShell
- Azure PowerShell
- Azure PowerShell
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Contribute
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Database Learning Resources
- SQL
- SQL Tutorial by W3Schools
- Learn SQL Skills Online from Coursera
- SQL Courses Online from Udemy
- SQL Online Training Courses from LinkedIn Learning
- Learn SQL For Free from Codecademy
- GitLab's SQL Style Guide
- OracleDB SQL Style Guide Basics
- Databases on AWS
- Connecting from Google Kubernetes Engine to a Cloud SQL instance.
- MySQL Certifications
- What is NoSQL?
- SQL vs. NoSQL Databases: What's the Difference?
- Tableau CRM: BI Software and Tools
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Databases and Tools
- Azure Data Studio
- MSSQL for Visual Studio Code
- SQL Server Migration Assistant
- SQL Server Business Intelligence(BI)
- Tableau - releases/press-release-details/2019/Salesforce-Completes-Acquisition-of-Tableau/default.aspx).
- DataGrip - sensitive code completion, helping you to write SQL code faster. Completion is aware of the tables structure, foreign keys, and even database objects created in code you're editing.
- MySQL - native applications using the world's most popular open source database.
- PostgreSQL - relational database system with over 30 years of active development that has earned it a strong reputation for reliability, feature robustness, and performance.
- Amazon DynamoDB - value and document database that delivers single-digit millisecond performance at any scale. It is a fully managed, multiregion, multimaster, durable database with built-in security, backup and restore, and in-memory caching for internet-scale applications.
- FoundationDB - value store and employs ACID transactions for all operations. It is especially well-suited for read/write workloads but also has excellent performance for write-intensive workloads. FoundationDB was acquired by [Apple in 2015](https://techcrunch.com/2015/03/24/apple-acquires-durable-database-company-foundationdb/).
- CouchbaseDB - model NoSQL document-oriented database](https://en.wikipedia.org/wiki/Multi-model_database). It creates a key-value store with managed cache for sub-millisecond data operations, with purpose-built indexers for efficient queries and a powerful query engine for executing SQL queries.
- MongoDB - like documents.
- OracleDB - critical data with the highest availability, reliability, and security.
- MariaDB - critical applications.
- SQLite - language library that implements a small, fast, self-contained, high-reliability, full-featured, SQL database engine.SQLite is the most used database engine in the world. SQLite is built into all mobile phones and most computers and comes bundled inside countless other applications that people use every day.
- SQLite Database Browser
- dbWatch - premise, hybrid/cloud database environments.
- Cosmos DB Profiler - time visual debugger allowing a development team to gain valuable insight and perspective into their usage of Cosmos DB database. It identifies over a dozen suspicious behaviors from your application’s interaction with Cosmos DB.
- DBeaver
- Toad - in expertise. This SQL management tool resolve issues, manage change and promote the highest levels of code quality for both relational and non-relational databases.
- Sequel Pro
- VMware
- Azure Synapse Analytics
- Azure SQL Managed Instance - premises applications to the cloud with very few application and database changes. Managed instance has split compute and storage components.
- Azure SQL Database - powered and automated features that optimize performance and durability for you. Serverless compute and Hyperscale storage options automatically scale resources on demand, so you can focus on building new applications without worrying about storage size or resource management.
- Adminer
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Kubernetes Learning Resources
- Getting started with Kubernetes on AWS
- Getting started with Google Cloud
- Getting started with Kubernetes on Red Hat
- Elastic Cloud on Kubernetes
- Simplify Machine Learning Inference on Kubernetes with Amazon SageMaker Operators
- Getting started with Kubernetes on IBM
- Kubernetes on Microsoft Azure
- Kubernetes on Microsoft Azure
- Setting up a Kubernetes cluster using Vagrant and Ansible
- Kubernetes Contributors
- KubeAcademy from VMware
- YAML basics in Kubernetes
- Running Apache Spark on Kubernetes
- Kubernetes Fluentd
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ML frameworks & applications
- Tensorman
- Amazon SageMaker
- Azure Databricks - based big data analytics service designed for data science and data engineering. Azure Databricks, sets up your Apache Spark environment in minutes, autoscale, and collaborate on shared projects in an interactive workspace. Azure Databricks supports Python, Scala, R, Java, and SQL, as well as data science frameworks and libraries including TensorFlow, PyTorch, and scikit-learn.
- Open Neural Network Exchange(ONNX) - in operators and standard data types.
- Anaconda
- PlaidML
- OpenCV - time computer vision applications. The C++, Python, and Java interfaces support Linux, MacOS, Windows, iOS, and Android.
- Scikit-Learn
- Caffe
- Theano - dimensional arrays efficiently including tight integration with NumPy.
- nGraph - of-use to AI developers.
- NVIDIA cuDNN - accelerated library of primitives for [deep neural networks](https://developer.nvidia.com/deep-learning). cuDNN provides highly tuned implementations for standard routines such as forward and backward convolution, pooling, normalization, and activation layers. cuDNN accelerates widely used deep learning frameworks, including [Caffe2](https://caffe2.ai/), [Chainer](https://chainer.org/), [Keras](https://keras.io/), [MATLAB](https://www.mathworks.com/solutions/deep-learning.html), [MxNet](https://mxnet.incubator.apache.org/), [PyTorch](https://pytorch.org/), and [TensorFlow](https://www.tensorflow.org/).
- Jupyter Notebook - source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Jupyter is used widely in industries that do data cleaning and transformation, numerical simulation, statistical modeling, data visualization, data science, and machine learning.
- Apache Spark - scale data processing. It provides high-level APIs in Scala, Java, Python, and R, and an optimized engine that supports general computation graphs for data analysis. It also supports a rich set of higher-level tools including Spark SQL for SQL and DataFrames, MLlib for machine learning, GraphX for graph processing, and Structured Streaming for stream processing.
- Apache Spark Connector for SQL Server and Azure SQL - performance connector that enables you to use transactional data in big data analytics and persists results for ad-hoc queries or reporting. The connector allows you to use any SQL database, on-premises or in the cloud, as an input data source or output data sink for Spark jobs.
- Apache PredictionIO
- Cluster Manager for Apache Kafka(CMAK)
- BigDL
- Apache Spark™ MLflow
- Eclipse Deeplearning4J (DL4J) - based(Scala, Kotlin, Clojure, and Groovy) deep learning application. This means starting with the raw data, loading and preprocessing it from wherever and whatever format it is in to building and tuning a wide variety of simple and complex deep learning networks.
- Numba - aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax. Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support for automatic parallelization of loops, generation of GPU-accelerated code, and creation of ufuncs and C callbacks.
- Chainer - based deep learning framework aiming at flexibility. It provides automatic differentiation APIs based on the define-by-run approach (dynamic computational graphs) as well as object-oriented high-level APIs to build and train neural networks. It also supports CUDA/cuDNN using [CuPy](https://github.com/cupy/cupy) for high performance training and inference.
- cuML - learn.
- AutoGluon - accuracy deep learning models on tabular, image, and text data.
- TensorFlow - to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications.
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ML Learning Resources
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Networking Learning Resources
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Open Source Security Learning Resources
- AWS Certified Security - Specialty Certification
- Cisco Security Certifications
- The Red Hat Certified Specialist in Security: Linux
- CCNP Routing and Switching
- Certified Information Security Manager(CISM)
- Wireshark Certified Network Analyst (WCNA)
- Back to the Top
- Microsoft Open Source Software Security
- How Layer 7 of the Internet Works
- The Libgcrypt Reference Manual
- The Open Web Application Security Project(OWASP) Foundation Top 10
- RSA Certification Program
- Check Point Certified Security Master (CCSM) Certification
- Certified Cloud Security Professional(CCSP) Certification
- Certified Information Systems Security Professional (CISSP) Certification
- Security Training Certifications and Courses from Udemy
- Security Certifications Training from Pluarlsight
- Kubernetes (K8s) - source system for automating deployment, scaling, and management of containerized applications.
- Kubernetes.io
- Amazon EKS
- AWS Controllers for Kubernetes (ACK) - available Kubernetes applications that utilize AWS services.
- OKD - tenant deployment. OKD adds developer and operations-centric tools on top of Kubernetes to enable rapid application development, easy deployment and scaling, and long-term lifecycle maintenance for small and large teams.
- Odo
- Thanos
- OpenShift Hive
- Rook - managing, self-scaling, self-healing storage services. It automates the tasks of a storage administrator: deployment, bootstrapping, configuration, provisioning, scaling, upgrading, migration, disaster recovery, monitoring, and resource management.
- Kubespray - sigs/kubespray/blob/master/docs/aws.md), GCE, [Azure](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/azure.md), [OpenStack](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/openstack.md), [vSphere](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/vsphere.md), [Packet](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/packet.md) (bare metal), Oracle Cloud Infrastructure (Experimental), or Baremetal.
- KubeInit
- Helm
- Knative - based platform to build, deploy, and manage modern serverless workloads. Knative takes care of the operational overhead details of networking, autoscaling (even to zero), and revision tracking.
- KubeFlow
- Etcd - value store that provides a reliable way to store data that needs to be accessed by a distributed system or cluster of machines. Etcd is used as the backend for service discovery and stores cluster state and configuration for Kubernetes.
- OpenEBS - based tool to create stateful applications using Container Attached Storage.
- Container Storage Interface (CSI) - in.
- MicroK8s - the-air updates for ultra-reliable operations. It is supported on Linux, Windows, and MacOS.
- Lens
- kind
- Flux CD
- Google Cloud Certified Professional Cloud Security Engineer
- Container Engine for Kubernetes (OKE) - managed container orchestration service that can reduce the time and cost to build modern cloud native applications. Unlike most other vendors, Oracle Cloud Infrastructure provides Container Engine for Kubernetes as a free service that runs on higher-performance, lower-cost compute.
- Microsoft Open Source Software Security
- The Seven Properties of Highly Secure Devices
- Juniper Networks Certification Program Enterprise (JNCP)
- VMware Tanzu
- Cisco Security Certifications
- Cybersecurity Courses and Certifications by Offensive Security
- Azure Kubernetes Service (AKS) - grade security and governance. Unite your development and operations teams on a single platform to rapidly build, deliver, and scale applications with confidence.
- Cybersecurity Courses and Certifications by Offensive Security
- Rancher
- Kata Operator
- K3s - constrained, remote locations or inside IoT appliances.
- Grafana Kubernetes App
- Anthos - premises environments.
- Charmed Kubernetes - key, conformant Kubernetes platform, optimized for your multi-cloud environments developed by Canonical.
- Container Engine for Kubernetes (OKE) - managed container orchestration service that can reduce the time and cost to build modern cloud native applications. Unlike most other vendors, Oracle Cloud Infrastructure provides Container Engine for Kubernetes as a free service that runs on higher-performance, lower-cost compute.
- Red Hat Openshift - premises, hybrid, and multicloud deployments.
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Protocols
- OAuth 2.0 - party applications to access the user account.
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Python Frameworks and Tools
- Python Package Index (PyPI)
- PyCharm
- Python Tools for Visual Studio(PTVS)
- Pylance
- Pyright
- Django - level Python Web framework that encourages rapid development and clean, pragmatic design.
- AWS Chalice
- HTTPie
- Pipenv
- Python Fire
- Bottle - framework for Python. It is distributed as a single file module and has no dependencies other than the [Python Standard Library](https://docs.python.org/library/).
- Falcon - performance Python web framework for building large-scale app backends and microservices with support for MongoDB, Pluggable Applications and autogenerated Admin.
- Neural Network Intelligence(NNI)
- Luigi - in.
- Locust
- spaCy
- Pillow
- IPython
- Pandas
- PuLP
- Matplotlib - quality figures in a variety of hardcopy formats and interactive environments across platforms.
- Sanic
- GraphLab Create - scale, high-performance machine learning models.
- Sentry
- Web2py - source web application framework written in Python allowing allows web developers to program dynamic web content. One web2py instance can run multiple web sites using different databases.
- CherryPy - oriented HTTP web framework.
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Python Learning Resources
- CheckiO
- Getting Started with Python in Visual Studio Code
- Google's Python Style Guide
- The Python Open Source Computer Science Degree by Forrest Knight
- Intro to Python for Data Science
- Intro to Python by W3schools
- Codecademy's Python 3 course
- Learn Python with Online Courses and Classes from edX
- Python Courses Online from Coursera
- Real Python
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Security Standards, Frameworks and Benchmarks
Programming Languages
Categories
Open Source Security Learning Resources
56
Security Tools
35
Databases and Tools
26
Python Frameworks and Tools
26
ML frameworks & applications
25
Kubernetes Learning Resources
14
Telco Learning Resources
14
Database Learning Resources
14
Tools
13
Security Standards, Frameworks and Benchmarks
11
Python Learning Resources
10
Bash/ PowerShell Tools
10
Virtualization
9
Bash/PowerShell Learning Resources
8
Networking Learning Resources
4
ML Learning Resources
3
License
1
Protocols
1
Contribute
1
Sub Categories
Keywords
python
13
security
4
deep-learning
4
machine-learning
4
neural-network
3
kernel
2
fuzzing
2
fuzz-testing
2
tracing
2
kubernetes
2
rest
2
machine-learning-algorithms
2
cuda
2
data-science
2
tensorflow
2
pytorch
2
compiler
2
performance
2
http
2
scheduling
2
cli
2
numpy
1
numba
1
llvm
1
client
1
tokenization
1
text-classification
1
spacy
1
nlp-library
1
nlp
1
neural-networks
1
natural-language-processing
1
named-entity-recognition
1
entity-linking
1
curl
1
cython
1
artificial-intelligence
1
bayesian-optimization
1
automl
1
automated-machine-learning
1
serverless-framework
1
serverless
1
python3
1
python27
1
lambda
1
cloud
1
aws-lambda
1
aws-apigateway
1
aws
1
nvidia
1