ansible-guide

Ansible Guide
https://github.com/mikeroyal/ansible-guide

Last synced: 1 day ago
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Networking Learning Resources
Protocols
- OAuth 2.0 - party applications to access the user account.
Virtualization
- KVM (for Kernel-based Virtual Machine) - V). It consists of a loadable kernel module, kvm.ko, that provides the core virtualization infrastructure and a processor specific module, kvm-intel.ko or kvm-amd.ko.
- VirtManager
- Xen
- Ganeti
- Hyper-V
- VMware Workstation
- Packer
- Vagrant - to-use workflow and focus on automation, Vagrant lowers development environment setup time, increases production parity, and makes the "works on my machine" excuse a relic of the past. It provides easy to configure, reproducible, and portable work environments built on top of industry-standard technology and controlled by a single consistent workflow to help maximize the productivity and flexibility of you and your team.
- VirtualBox
- oVirt - source distributed virtualization solution, designed to manage your entire enterprise infrastructure. oVirt uses the trusted KVM hypervisor and is built upon several other community projects, including libvirt, Gluster, PatternFly, and Ansible.Founded by Red Hat as a community project on which Red Hat Enterprise Virtualization is based allowing for centralized management of virtual machines, compute, storage and networking resources, from an easy-to-use web-based front-end with platform independent access.
Database Learning Resources
Databases and Tools
- Azure Data Studio
- MSSQL for Visual Studio Code
- SQL Server Migration Assistant
- MySQL - native applications using the world's most popular open source database.
- 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.
- 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.
- 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
- Azure SQL Managed Instance - premises applications to the cloud with very few application and database changes. Managed instance has split compute and storage components.
- VMware
- Azure Synapse Analytics
- 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.
- SQL Server Data Tools (SSDT)
- Bulk Copy Program - line tool that comes with Microsoft SQL Server. BCP, allows you to import and export large amounts of data in and out of SQL Server databases quickly snd efficeiently.
- SQL Server Integration Services - level data integration and data transformations solutions. Use Integration Services to solve complex business problems by copying or downloading files, loading data warehouses, cleansing and mining data, and managing SQL Server objects and data.
- IBM DB2 - empowered capabilities designed to help you manage both structured and unstructured data on premises as well as in private and public cloud environments. Db2 is built on an intelligent common SQL engine designed for scalability and flexibility.
- 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.
Telco Learning Resources
Tools
- Open Stack - as-a-service (IaaS) to orchestrate data center operations on bare metal, private cloud hardware, public cloud resources, or both (hybrid/multi-cloud architecture). OpenStack includes advance use of virtualization & SDN for network traffic optimization to handle the core cloud-computing services of compute, networking, storage, identity, and image services.
- Airship
- StarlingX - low latency use cases.
- Virtualized Infrastructure Manager (VIM)
- Management and Orchestration(MANO) - hosted initiative to develop an Open Source NFV Management and Orchestration (MANO) software stack aligned with ETSI NFV. Two of the key components of the ETSI NFV architectural framework are the NFV Orchestrator and VNF Manager, known as NFV MANO.
- OpenRAN - vendor deployments.
- Open vSwitch(OVS)
- Multi-access edge computing (MEC) - parties across multi-vendor Multi-access Edge Computing platforms.
- Cloud-Native Network Functions(CNF)
- Physical Network Function(PNF)
- Open Source Security Foundation (OpenSSF) - industry collaboration that brings together leaders to improve the security of open source software by building a broader community, targeted initiatives, and best practices. The OpenSSF brings together open source security initiatives under one foundation to accelerate work through cross-industry support. Along with the Core Infrastructure Initiative and the Open Source Security Coalition, and will include new working groups that address vulnerability disclosures, security tooling and more.
- Edge
- Magma - effective and extensible carrier-grade networks. Magma is 3GPP generation (2G, 3G, 4G or upcoming 5G networks) and access network agnostic (cellular or WiFi). It can flexibly support a radio access network with minimal development and deployment effort.
Security Standards, Frameworks and Benchmarks
- STIGs Benchmarks - Security Technical Implementation Guides
- ISO Standards Catalogue
- Common Criteria for Information Technology Security Evaluation (CC)
- EU GDPR (General Data Protection Regulation)
- CCPA (California Consumer Privacy Act)
- ISO 22301 - practice framework for implementing an optimised BCMS (business continuity management system).
- ISO 27701
- SOC 2
- CIS Benchmarks - CIS Center for Internet Security
Security Tools
- AppArmor - to-use Linux application security system. AppArmor proactively protects the operating system and applications from external or internal threats, even zero-day attacks, by enforcing good behavior and preventing both known and unknown application flaws from being exploited. AppArmor supplements the traditional Unix discretionary access control (DAC) model by providing mandatory access control (MAC). It has been included in the mainline Linux kernel since version 2.6.36 and its development has been supported by Canonical since 2009.
- SELinux - rwxr-xr-x) are modifiable by the user and the applications which the user runs. Conversely, SELinux access controls are determined by a policy loaded on the system which may not be changed by careless users or misbehaving applications.
- Control Groups(Cgroups) - defined groups of tasks (processes) running on a system.
- EarlyOOM - memory situations with heavy swap usage.
- Libgcrypt
- Kali Linux - class information security training and penetration testing services.
- Pi-hole - side software, intended for use on a private network. It is designed for use on embedded devices with network capability, such as the Raspberry Pi, but it can be used on other machines running Linux and cloud implementations.
- Aircrack-ng - PSK cracker and analysis tool for 802.11 wireless LANs. It works with any wireless network interface controller whose driver supports raw monitoring mode and can sniff 802.11a, 802.11b and 802.11g traffic.
- Burp Suite
- KernelCI - based open source distributed test automation system focused on upstream kernel development. The primary goal of KernelCI is to use an open testing philosophy to ensure the quality, stability and long-term maintenance of the Linux kernel.
- Continuous Kernel Integration project
- Cilium
- Hubble
- Istio
- Certgen
- Scapy - based interactive packet manipulation program & library.
- syzkaller - guided kernel fuzzer.
- SchedViz
- oss-fuzz
- OSSEC - source host-based intrusion detection system. It performs log analysis, integrity checking, Windows registry monitoring, rootkit detection, time-based alerting, and active response.
- Metasploit Project
- Wfuzz
- Nmap
- Patchwork - based patch tracking system designed to facilitate the contribution and management of contributions to an open-source project.
- pfSense
- Snowpatch - based, mailing-list-centric git workflow. This workflow is used by a number of well-known open source projects such as the Linux kernel.
- Snort - source, free and lightweight network intrusion detection system (NIDS) software for Linux and Windows to detect emerging threats.
- Wireshark - source packet analyzer. It is used for network troubleshooting, analysis, software and communications protocol development, and education.
- OpenSCAP
- Open Vulnerability and Assessment Language
- ClamAV
- Tink - language, cross-platform, open source library that provides cryptographic APIs that are secure, easy to use correctly, and harder to misuse.
Open Source Security Learning Resources
- 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
- 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.
- Helm
- 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
- 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.
- OpenShift Hive
- 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
- 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
- The Seven Properties of Highly Secure Devices
- Microsoft Open Source Software Security
- Kata Operator
- Rancher
- The Red Hat Certified Specialist in Security: Linux
- Cisco Security Certifications
- Grafana Kubernetes App
- Cisco Security Certifications
- Charmed Kubernetes - key, conformant Kubernetes platform, optimized for your multi-cloud environments developed by Canonical.
- Certified Information Security Manager(CISM)
- Wireshark Certified Network Analyst (WCNA)
- VMware Tanzu
- 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.
- 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.
- Check Point Certified Security Master (CCSM) Certification
- AWS Certified Security - Specialty Certification
- CCNP Routing and Switching
- Back to the Top
- Cybersecurity Courses and Certifications by Offensive Security
- Juniper Networks Certification Program Enterprise (JNCP)
- K3s - constrained, remote locations or inside IoT appliances.
- KubeEdge
Kubernetes Learning Resources
ML frameworks & applications
- AutoGluon - accuracy deep learning models on tabular, image, and text data.
- MLflow Tracking
- MLflow Projects
- MLflow Models
- Model Registry
- 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.
Python Learning Resources
- Real Python
- Python - level programming language. Python is used heavily in the fields of Data Science and Machine Learning.
- MTA: Introduction to Programming Using Python Certification
- Python Developer’s Guide
- Azure Functions Python developer guide - us/azure/azure-functions/functions-reference).
- Python Institute
- PCEP – Certified Entry-Level Python Programmer certification
- PCAP – Certified Associate in Python Programming certification
- PCPP – Certified Professional in Python Programming 1 certification
- 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
Python Frameworks and Tools
- 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.
- Pyramid - world web application development and deployment more fun and more productive.
- TurboGears
- Dash
- GraphLab Create - scale, high-performance machine learning models.
- 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/).
- Sanic
- 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.
ML Learning Resources
Bash/PowerShell Learning Resources
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.
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ansible-guide

Networking Learning Resources

Protocols

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Databases and Tools

Telco Learning Resources

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ML frameworks & applications

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