macOS-iOS-iPadOS-Guide

macOS/iOS/iPadOS Guide
https://github.com/mikeroyal/macOS-iOS-iPadOS-Guide

Last synced: 5 days ago
JSON representation

Tools
- Objective-C Tools, Libraries, and Frameworks
  - Vivox
  - Panda3D - source and free for any purpose, including commercial ventures.
  - Source 2 - Life: Alyx.
  - AutoDesk 3ds Max
  - Houdini
  - Open Graphics Library(OpenGL) - accelerated rendering of 2D/3D vector graphics currently developed by the [Khronos Group](https://www.khronos.org/).
  - Open Computing Language (OpenCL) - to-parallel-computing-zNrIS) of heterogeneous platforms consisting of CPUs, GPUs, and other hardware accelerators found in supercomputers, cloud servers, personal computers, mobile devices and embedded platforms.
  - OpenGL Shading Language(GLSL) - style language, so it covers most of the features a user would expect with such a language. Such as control structures (for-loops, if-else statements, etc) exist in GLSL, including the switch statement.
  - High Level Shading Language(HLSL) - like programmable shaders for the Direct3D pipeline. HLSL was first created with DirectX 9 to set up the programmable 3D pipeline.
  - MoltenVK
  - MoltenGL
  - AMD Radeon ProRender - based rendering engine that enables creative professionals to produce stunningly photorealistic images on virtually any GPU, any CPU, and any OS in over a dozen leading digital content creation and CAD applications.
  - NVIDIA Omniverse - GPU, real-time simulation and collaboration platform for 3D production pipelines based on Pixar's Universal Scene Description and NVIDIA RTX.
  - HGIG
  - Three.js - browser JavaScript library and application programming interface used to create and display animated 3D computer graphics in a web browser using WebGL.
  - Superpowers - time collaborative projects . You can use it solo like a regular offline game maker, or setup a password and let friends join in on your project through their Web browser.
  - Vivox
  - GameBlocks - Cheat & Middleware software.
  - Adobe Creative Cloud
  - AutoDesk
  - AutoDesk Maya
  - Affinity Designer - quality concept art.
  - Sketch
  - Krita
  - Vectr
  - GNU Image Manipulation Program(GIMP) - platform raster graphics editor based on the GNU Image Manipulation Program(GIMP) available for Linux, macOS, and Windows. A great free alternative for Photoshop.
  - Photopea
  - Inkscape - source vector graphics editor; it can be used to create or edit vector graphics such as illustrations, diagrams, line arts, charts, logos and complex paintings.
  - FreeCAD - source general-purpose parametric 3D CAD modeler and a building information modeling software with finite-element-method support.
  - Ultimaker Cura - depth control.
  - Dust3D - platform open-source modeling software. It helps you create a 3D watertight model in seconds. Use it to speed up your character modeling in game making, 3D printing, and so on.
  - Sketchfab - source 3D models ready to view, buy, and download for free.
  - Kubernetes.io
  - 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.
  - Amazon EKS
  - AWS Controllers for Kubernetes (ACK) - available Kubernetes applications that utilize AWS services.
  - 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.
  - KubeFlow
  - MicroK8s - the-air updates for ultra-reliable operations. It is supported on Linux, Windows, and MacOS.
  - Charmed Kubernetes - key, conformant Kubernetes platform, optimized for your multi-cloud environments developed by Canonical.
  - Grafana Kubernetes App
  - KubeEdge
  - Lens
  - kind
  - Flux CD
  - Privacy on Beam - to-end differential privacy solution built on [Apache Beam](https://beam.apache.org/documentation/). It is intended to be usable by all developers, regardless of their differential privacy expertise.
  - PennyLane - platform Python library for [differentiable programming](https://en.wikipedia.org/wiki/Differentiable_programming) of quantum computers. By training a quantum computer the same way as a neural network.
  - BoTorch
  - PyTorch Geometric (PyG)
  - Opacus
  - .NET Core - platform .NET implementation for websites, servers, and console apps on Windows, Linux, and macOS.The .NET Framework supports websites, services, desktop apps, and more on Windows. Xamarin/Mono is a .NET implementation for running apps on all the major mobile operating systems.
  - ASP.NET Core - platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.
  - Avalonia - platform XAML-based UI framework providing a flexible styling system and supporting a wide range of Operating Systems such as Windows via .NET Framework and .NET Core, Linux via Xorg, macOS.
  - IdentityServer - based authentication, single-sign-on and API access control in your applications.
  - Hangfire
  - Blender - source 3D computer graphics software toolset used for creating animated films, visual effects, art, 3D printed models, interactive 3D applications and video games.
  - Krita
  - LibGDX - platform Java game development framework based on OpenGL (ES) that works on Windows, Linux, Mac OS X, Android, your WebGL enabled browser and iOS.
  - cocos2d-x - platform framework for building 2d games, interactive books, demos and other graphical applications. It is based on cocos2d-iphone, but instead of using Objective-C, it uses C++. It works on iOS, Android, macOS, Windows and Linux.
  - MonoGame - platform games. The spiritual successor to XNA with thousands of titles shipped across desktop, mobile, and console platforms. MonoGame is a fully managed .NET open source game framework without any black boxes.
  - OpenTimelineIO - less library for dealing strictly with time, opentime.
  - OpenSubdiv
  - PhotoGIMP
  - Gthree
  - Goxel
  - OpenShift Hive
  - KubeInit
  - PySyft - learning-collaborative.html), [Differential Privacy](https://www.microsoft.com/en-us/ai/ai-lab-differential-privacy), and Encrypted Computation (like [Multi-Party Computation (MPC)](https://multiparty.org) and [Homomorphic Encryption (HE)](https://www.microsoft.com/en-us/research/project/homomorphic-encryption/) within the main Deep Learning frameworks like [PyTorch](https://pytorch.org/) and [TensorFlow](https://www.tensorflow.org/).
  - TensorFlow Privacy
  - PyDP
  - Skorch - learn compatible neural network library that wraps PyTorch.
  - Diffprivlib
  - .NET runtime
  - Polly - fault-handling library that allows developers to express policies such as Retry, Circuit Breaker, Timeout, Bulkhead Isolation, and Fallback in a fluent and thread-safe manner.
  - ILSpy - source .NET assembly browser and decompiler.
  - React Native Windows - class application experiences on native platforms using a consistent developer experience based on JavaScript and React.
  - Refit - safe REST library for .NET Core, Xamarin and .NET.It's heavily inspired by Square's Retrofit library, Refit turns your REST API into a live interface.
  - MAUI - platform App UI, a framework for building native device applications spanning mobile, tablet, and desktop.
  - Quasar - weight remote administration tool coded in C#. The usage ranges from user support through day-to-day administrative work to employee monitoring. Providing high stability and an easy-to-use user interface, Quasar is the perfect remote administration solution for you.
  - 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.
  - Helm
  - Odo
  - Mono
  - Rider - platform .NET IDE devloped by JetBrains to develop .NET, ASP.NET, .NET Core, Xamarin; or Unity applications for Windows, Mac, Linux.
  - 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.
  - Thanos
  - Resharper - the-fly code quality analysis for C#, VB.NET, XAML, ASP.NET, ASP.NET MVC, JavaScript, TypeScript, CSS, HTML, and XML. Letting you know right away if your code needs to be improved.
  - dotMemory
  - Container Storage Interface (CSI) - in.
  - Metal - level GPU programming framework used for rendering 2D and 3D graphics on Apple platforms such as iOS, iPadOS, macOS, watchOS and tvOS.
  - Kubernetes (K8s) - source system for automating deployment, scaling, and management of containerized applications.
  - 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.
  - 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.
  - dotTrace
  - MoltenVK
  - 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.
  - Glimpse - platform raster graphics editor based on the GNU Image Manipulation Program available for Linux, macOS, and Windows. A great tool for making YouTube video thumbnails.
  - dotCover - the-fly which unit tests are affected by your latest code changes, and automatically re-runs the affected tests for you. The continuous testing mode can be switched on for any unit test session.
  - High Level Shading Language(HLSL) - like programmable shaders for the Direct3D pipeline. HLSL was first created with DirectX 9 to set up the programmable 3D pipeline.
  - 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.
  - OpenEBS - based tool to create stateful applications using Container Attached Storage.
  - Visual Studio - rich application that can be used for many aspects of software development. Visual Studio makes it easy to edit, debug, build, and publish your app. By using Microsoft software development platforms such as Windows API, Windows Forms, Windows Presentation Foundation, and Windows Store.
  - Vulkan - platform graphics and compute API that provides high-efficiency, cross-platform access to modern GPUs used in a wide variety of devices from PCs and consoles to mobile phones and embedded platforms. Vulkan is currently in development by the Khronos consortium.
Kubernetes Learning Resources
- Objective-C Tools, Libraries, and Frameworks
Adding External Storage
- Sabrent XTRM Q - res photos, videos, sound files, etc. It's perfect for saving, creating and editing available in 500GB, 1TB, 2TB, and 4TB drives.
- Shell Thunder - performance Intel-Certified Thunderbolt 3 SSD Enclosure engineered for active cooling with smart fan technology. Shell Thunder is designed for 2280 and 2260 m.2 NVME SSDs for macOS and Windows.
- Orico USB4.0 NVMe SSD Enclosure - performance SSD Enclosure engineered with up to a 40Gbps transmission rate and 2 TB capacity. It supports Windows, macOS, and Linux devices.
- USB-C to Lightning Cable (2 m) - C or Thunderbolt 3 (USB-C) enabled Mac for syncing and charging, or to your USB-C enabled iPad for charging.
- Apple App Store
- Get the Top Apps of 2020
- Developing for the App Store
- Setapp
- Homebrew - us/windows/wsl/)) system. Homebrew is an essential tool for any developer/engineer.
- USB-C to Lightning Cable (2 m) - C or Thunderbolt 3 (USB-C) enabled Mac for syncing and charging, or to your USB-C enabled iPad for charging.
- Apple
Swift Development
- Swift Learning Resources
  - Swift - C.
  - Xcode + Swift
  - Swift 5.3 Basics
  - Start Developing iOS Apps with Swift
  - Apple Developer Documentation
  - Apple Foundation Framework
  - Apple Core Animation Framework
  - Apple Core Graphics Framework
  - Virtualization Framework
  - Paravirtualized Graphics Framework
  - Getting Started with LLDB
  - Mac Catalyst - iOS - Human Interface Guidelines
  - Amazon EC2 Mac Instances
  - Swift Forums
  - Swift Courses Online from Coursera
  - Swift Courses Online from Udemy
  - Learning Swift course from Codecademy
  - Google's Swift Style Guide
  - Swift Evolution - visible enhancements to the Swift Programming Language.
  - Swift GitHub
- Swift Tools, Libraries, and Frameworks
  - SwiftUI
  - UIKit - Touch and other types of input to your app, and the main run loop needed to manage interactions among the user, the system, and your app.
  - Mac Catalyst
  - Vapor
  - Hero
  - Kingfisher - Swift library for downloading and caching images from the web. It provides you a chance to use a pure-Swift way to work with remote images in your next app.
  - Perfect - facing and server-side applications.
  - Alamofire
  - Eureka
  - Carthage
  - ReactiveCocoa
  - ARKit - reality apps for iOS developed by Apple. The latest version ARKit 3.5 takes advantage of the new LiDAR Scanner and depth sensing system on iPad Pro(2020) to support a new generation of AR apps that use Scene Geometry for enhanced scene understanding and object occlusion.
  - SceneKit - level 3D graphics framework that helps you create 3D animated scenes and effects in your iOS apps.
  - RealityKit - performance 3D simulation and rendering with information provided by the ARKit framework to seamlessly integrate virtual objects into the real world.
Objective-C Development
- Objective-C Tools, Libraries, and Frameworks
  - Realm
  - Infer - C, and C.
  - Mantle
  - Quick - driven development framework for Swift and Objective-C.
  - Nimbus
  - Does it ARM? Apps that are reported to support Apple Silicon
  - Apple Hypervisor - party kernel extensions. Hypervisor provides C APIs so you can interact with virtualization technologies in user space, without writing kernel extensions (KEXTs). As a result, the apps you create using this framework are suitable for distribution on the [Mac App Store](https://www.appstore.com/).
  - Apple A-series - bit ARM-based system on a chip (SoC) used in their iPhones and iPads. Though, at WWDC 2020 it was announced that [Apple Silicon](https://developer.apple.com/documentation/apple_silicon) would [transition into Mac laptops](https://www.apple.com/newsroom/2020/06/apple-announces-mac-transition-to-apple-silicon/).
  - Apple M1 Chip - core CPU and 8-core GPU), custom technologies, and great power efficiency. The M1 Chip is now availble for [Macbook Pro 13 with M1](https://www.apple.com/macbook-pro-13/), [Macbook Air 13 with M1](https://www.apple.com/macbook-air/), and [Mac Mini with M1](https://www.apple.com/mac-mini/).
  - Universal App Quick Start Program
  - Writing ARM64 Code for Apple Platforms
  - Porting Your macOS Apps to Apple Silicon
  - Building a Universal macOS Binary
  - Addressing Architectural Differences in Your macOS Code
  - Porting Just-In-Time(JIT) Compilers to Apple Silicon
  - Porting Your Audio Code to Apple Silicon
  - Porting Your Metal Code to Apple Silicon
  - Tuning Your Code’s Performance for Apple Silicon
  - Learn how Rosetta translates executables and what Rosetta can’t translate
  - Running Your iOS Apps on macOS
  - Adapting iOS Code to Run in the macOS Environment
  - Implementing Drivers, System Extensions, and Kexts
  - Installing a Custom Kernel Extension
  - Debugging a Custom Kernel Extension
  - Aspects - C and Swift.
  - Hammerspoon
  - Tensorflow_macOS - optimized version of TensorFlow and TensorFlow Addons for macOS 11.0+ accelerated using Apple's ML Compute framework.
  - Realm
  - Cocoapods - C in your Xcode projects by specifying the dependencies for your project in a simple text file. CocoaPods then recursively resolves dependencies between libraries, fetches source code for all dependencies, and creates and maintains an Xcode workspace to build your project.
  - AppKit
  - Instruments - analysis and testing tool that’s part of the Xcode tool set. It’s designed to help you profile your iOS, watchOS, tvOS, and macOS apps, processes, and devices in order to better understand and optimize their behavior and performance.
  - AppCode - fixes to resolve them automatically. AppCode provides lots of code inspections for Objective-C, Swift, C/C++, and a number of code inspections for other supported languages.
  - Xcode 12 - based CPUs and Apple Silicon. It includes a unified macOS SDK that features all the frameworks, compilers, debuggers, and other tools you need to build apps that run natively on Apple Silicon and the Intel x86_64 CPU.
- Objective-C Learning Resources
  - Objective-C - oriented capabilities and a dynamic runtime.
  - Google's Objective-C Style Guide
  - Objective C Courses on Coursera
  - Objective-C online course on Udemy
  - Objective-C for Swift Developers course by David Nutter
  - Objective-C Essential Training on LinkedIn Learning
  - Objective-C for Swift Developers on Udacity
  - Apple Developer Forums
Apple Arcade
- Objective-C Tools, Libraries, and Frameworks
  - Apple Arcade - app purchases.
Steam
- Objective-C Tools, Libraries, and Frameworks
Game Streaming
- Objective-C Tools, Libraries, and Frameworks
  - Geforce NOW
  - Moonlight Game Streaming
  - Chiaki
  - Xbox Project xCloud - based Xbox game-streaming technology **(currently in Beta)**. **Play games like Forza Horizon 4, Halo 5: Guardians, Gears of War 4, Sea of Thieves, Cuphead, Red Dead Redemption 2, and 100+ other games on your mobile device or Chrome web browser**. Microsoft's Xbox Project xCloud does require an [Xbox Game Pass Ultimate](https://www.xbox.com/en-US/xbox-game-pass/cloud-gaming) subscription.
  - Amazon Luna
Game Emulators
- Objective-C Tools, Libraries, and Frameworks
  - RetroArch
  - Dolphin
  - Citra - source emulator for the Nintendo 3DS capable of playing many of your favorite games.
  - yuzu - source emulator for the Nintendo Switch from the creators of Citra.
  - DOSBox - source DOS emulator which primarily focuses on running DOS Games.
  - MAME
  - xemu
  - yuzu - source emulator for the Nintendo Switch from the creators of Citra.
Performance Benchmarks
- Objective-C Tools, Libraries, and Frameworks
  - Geekbench 5 - platform benchmark that measures your system's performance with the press of a button.
  - Phoronix Test Suite
  - UNIGINE Superposition
Game Engines
- Objective-C Tools, Libraries, and Frameworks
  - Unity - platform game development platform. Use Unity to build high-quality 3D and 2D games, deploy them across mobile, desktop, VR/AR, consoles or the Web, and connect with loyal and enthusiastic players and customers.
  - Unreal Engine 4 - time 3D creation tool. Continuously evolving to serve not only its original purpose as a state-of-the-art game engine, today it gives creators across industries the freedom and control to deliver cutting-edge content, interactive experiences, and immersive virtual worlds.
  - Godot Engine - packed, cross-platform game engine to create 2D and 3D games from a unified interface. It provides a comprehensive set of common tools, so that users can focus on making games without having to reinvent the wheel. Games can be exported in one click to a number of platforms, including the major desktop platforms (Linux, Mac OSX, Windows) as well as mobile (Android, iOS) and web-based (HTML5) platforms.
  - If you would like to Donate to the Godot Project
  - If you would like to Donate to the Blender Project
  - Unigine - platform game engine designed for development teams (C++/C# programmers, 3D artists) working on interactive 3D apps.
  - GameMaker Studio 2
  - Unity - platform game development platform. Use Unity to build high-quality 3D and 2D games, deploy them across mobile, desktop, VR/AR, consoles or the Web, and connect with loyal and enthusiastic players and customers.
  - Blender
  - GameMaker Studio 2
  - Unreal Engine 4 - time 3D creation tool. Continuously evolving to serve not only its original purpose as a state-of-the-art game engine, today it gives creators across industries the freedom and control to deliver cutting-edge content, interactive experiences, and immersive virtual worlds.
  - Godot Engine - packed, cross-platform game engine to create 2D and 3D games from a unified interface. It provides a comprehensive set of common tools, so that users can focus on making games without having to reinvent the wheel. Games can be exported in one click to a number of platforms, including the major desktop platforms (Linux, Mac OSX, Windows) as well as mobile (Android, iOS) and web-based (HTML5) platforms.
Game Development Learning Resources
- Objective-C Tools, Libraries, and Frameworks
  - Unreal Engine Training & Simulation
  - Unreal Online Learning - on video courses and guided learning paths.
  - Unreal Engine Authorized Training Program
  - Unreal Engine for education
  - Unity Certifications
  - Game Design Online Courses from Udemy
  - Game Design Online Courses from Skillshare
  - Learn Game Design with Online Courses and Classes from edX
  - Game Design Courses from Coursera
  - Game Design and Development Specialization Course from Coursera
  - Parallels Desktop for Mac - by-side with macOS (no restarting required) on your MacBook, MacBook Pro, iMac, iMac Pro, Mac mini or Mac Pro. Share files and folders, copy and paste images and text & drag and drop files between Mac and Windows applications.
  - Android Virtual Device (AVD)
  - Genymotion
  - Free
  - H.264(AVC) - oriented and motion-compensated integer-DCT coding that defines multiple profiles (tools) and levels (max bitrates and resolutions) with support up to 8K.
  - H.265(HEVC) - rate.
  - FFmpeg
  - HandBrake
  - HTTP Live Streaming (HLS)
  - Dynamic Adaptive Streaming over HTTP (DASH)
  - OpenMAX™ - platform API that provides comprehensive streaming media codec and application portability by enabling accelerated multimedia components to be developed, integrated and programmed across multiple operating systems and silicon platforms.
  - Apple ProRes - quality & high-performance editing in Final Cut Pro that supports up to 8K.
  - Premiere Pro - leading video editing software for film, TV, and the web. Creative tools, integration with other apps and services, and the power of Adobe Sensei help you craft footage into polished films and videos. With [Premiere Rush](https://www.adobe.com/products/premiere-rush.html) you can create and edit new projects from any device.
  - Final Cut Pro
  - Blender - in video sequence editor allows you to perform basic actions like video cuts and splicing, as well as more complex tasks like video masking or color grading. The Video Editor includes: Live preview, luma waveform, chroma vectorscope and histogram displays. Audio mixing, syncing, scrubbing and waveform visualization.
  - Kdenlive
  - OpenShot - source video editing tool that's designed for users new in the editing environment. It has simple features such as a simple drag-and-drop function, it provides an easy-to-use and quick-to-learn user interface. The powerful video editor offers tons of efficient ways to cut and trim down your videos. You can freely utilize the unlimited tracks, video effects engine, title editor, 3D animations, slow motion, and time effects. It supports commonly used video codecs that are supported by FFmpeg like WebM (VP9), AVCHD (libx264), HEVC (libx265) and audio codecs like mp3 (libmp3lame) and aac (libfaac). The program can render MPEG4, ogv, Blu-ray and DVD video, and Full HD videos for uploading to the internet video websites like YouTube.
  - Lightworks - linear video editing appluication for editing and mastering digital video used by the film industry. Its professional edition has been used for box office hits, such as Shutter Island, Pulp Fiction, and Mission Impossible. Intimidating user interface. Like professional video editors, such as Adobe Premiere Pro, Lightworks is rather complicated to use for new users.
  - Shotcut - platform video editor. You can perform various actions such as video editing (including 4K video quality), add effects, create new movies, import most image files formats, export to almost any file format and much more.
  - Olive - linear video editor aiming to provide a fully-featured alternative to high-end professional video editing software.
  - Natron
  - iZotope
  - OBS (Open Broadcaster Software)
  - REAPER
  - JACK Audio Connection Kit AKA JACK - time, low-latency connections for both audio and MIDI data between applications that implement its API. JACK can be configured to send audio data over a network to a "master" machine, which then outputs the audio to a physical device. This can be useful to mix audio from a number of "slave" computers without requiring additional cables or hardware mixers, and keeping the audio path digital for as long as possible.
  - Bitwig Studio - linear workflows for sound design, recording, live performance, and more. Along with 90+ instruments, effects, and other creative tools. It is supported Windows, macOS, and Linux.
  - PipeWire - latency, graph based processing engine on top of audio and video devices that can be used to support the use cases currently handled by both pulseaudio and JACK. PipeWire was designed with a powerful security model that makes interacting with audio and video devices from containerized applications easy. Nodes in the graph can be implemented as separate processes, communicating with sockets and exchanging multimedia content using fd passing.
  - Sonobus - quality, low-latency peer-to-peer audio between devices over the internet or a local network.
  - Avid Pro Tools - production software for songwriters, musicians, producers, and engineers.
  - LMMS
  - Ardour
  - Audacity - to-use, multi-track audio editor and recorder for Windows, Mac OS X, GNU/Linux and other operating systems. Developed by a group of volunteers as open source and offered free of charge. Amazing support community.
  - Getting Started with Vulkan
  - Getting Started with Vulkan
  - OpenCore for Windows 10
  - Scrcpy
  - Unreal Engine for education
  - Unreal Engine Training & Simulation
  - Unreal Online Learning - on video courses and guided learning paths.
Augmented Reality (AR) & Virtual Reality (VR)
- Objective-C Tools, Libraries, and Frameworks
  - ARCore
  - SteamVR
  - OpenVR Benchmark on Steam
  - OpenHMD - mounted display) devices such as Oculus Rift, HTC Vive, Sony PSVR, and others.
  - openXR - performance access to Augmented Reality (AR) and Virtual Reality (VR) collectively known as XR—platforms and devices.
  - Monado - start development of an open source XR ecosystem and provide the fundamental building blocks for device vendors to target the GNU/Linux platform.
  - OpenVR
  - Libsurvive
  - Simula - 638454156)).
Learning Resources
- Objective-C Tools, Libraries, and Frameworks
ML frameworks & applications
- Objective-C Tools, Libraries, and Frameworks
  - 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.
  - Keras - level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano.It was developed with a focus on enabling fast experimentation. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, or PlaidML.
  - PyTorch
  - 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.
  - Apache Airflow - source workflow management platform created by the community to programmatically author, schedule and monitor workflows. Install. Principles. Scalable. Airflow has a modular architecture and uses a message queue to orchestrate an arbitrary number of workers. Airflow is ready to scale to infinity.
  - Open Neural Network Exchange(ONNX) - in operators and standard data types.
  - Apache MXNet
  - Anaconda
  - OpenCV - time computer vision applications. The C++, Python, and Java interfaces support Linux, MacOS, Windows, iOS, and Android.
  - Weka - in tools for standard machine learning tasks, and additionally gives transparent access to well-known toolboxes such as scikit-learn, R, and Deeplearning4j.
  - 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 PredictionIO
  - BigDL
  - Apache Spark™ MLflow
  - MLflow Tracking
  - MLflow Projects
  - MLflow Models
  - Model Registry
  - 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.
  - 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.
Online ML Learning Resources
- Objective-C Tools, Libraries, and Frameworks
Tools for Robotics
- Objective-C Tools, Libraries, and Frameworks
  - ROS - level device control, implementation of commonly used functionality, message-passing between processes, and package management.
  - ROS2 - of-the-art algorithms, and with powerful developer tools, ROS has what you need for your next robotics project. And it’s all open source.
  - Robot Framework - readable keywords. Its capabilities can be extended by libraries implemented with Python or Java.
  - The Robotics Library (RL) - contained C++ library for robot kinematics, motion planning and control. It covers mathematics, kinematics and dynamics, hardware abstraction, motion planning, collision detection, and visualization.RL runs on many different systems, including Linux, macOS, and Windows. It uses CMake as a build system and can be compiled with Clang, GCC, and Visual Studio.
  - Gazebo - quality graphics, and programmatic and graphical interfaces.
  - Robotics System Toolbox
  - Intel Robot DevKit
  - Arduino - source platform used for building electronics projects. Arduino consists of both a physical programmable circuit board (often referred to as a microcontroller) and a piece of software, or IDE (Integrated Development Environment) that runs on your computer, used to write and upload computer code to the physical board.
  - ArduPilot
  - Light Detection and Ranging(LiDAR) - driving vehicles.
  - ROS-Industrial
  - AWS RoboMaker - managed, scalable infrastructure for simulation that customers use for multi-robot simulation and CI/CD integration with regression testing in simulation.
  - Azure Kinect ROS Driver - us/services/kinect-dk/) to the [Robot Operating System (ROS)](http://www.ros.org/). Developers working with ROS can use this node to connect an Azure Kinect Developer Kit to an existing ROS installation.
  - Azure Cognitive Services LUIS ROS Node
  - AutoGluon - to-machine-learning) that automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on tabular, image, and text data.
  - ROS - level device control, implementation of commonly used functionality, message-passing between processes, and package management.
  - ArduPilot
  - ROS-Industrial
  - Microsoft Robotics Developer Studio - based programming environment for building robotics applications.
Security Tools
- Objective-C Tools, Libraries, and Frameworks
  - Nmap
  - pfSense
  - Snort - source, free and lightweight network intrusion detection system (NIDS) software for Linux and Windows to detect emerging threats.
  - Control Groups(Cgroups) - defined groups of tasks (processes) running on a system.
  - 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
  - eBPF - rich without continuing to add additional layers of complexity to the system.
  - Cilium
  - Istio
  - Scapy - based interactive packet manipulation program & library.
  - 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
  - Wireshark - source packet analyzer. It is used for network troubleshooting, analysis, software and communications protocol development, and education.
  - OpenSCAP
  - OWASP - available articles, methodologies, documentation, tools, and technologies in the field of web application security.
  - Open Vulnerability and Assessment Language
  - ClamAV
Robotics Learning Resources
- Objective-C Tools, Libraries, and Frameworks
  - AWS RoboMaker – Develop, Test, Deploy, and Manage Intelligent Robotics Apps
  - Top Robotics Courses Online from Udemy
  - Free Online AI & Robotics Courses
  - Carnegie Mellon Robotics Academy
  - RIA Robotic Integrator Certification Program
  - Microsoft AI School
  - Language Understanding (LUIS) for Azure Cognitive Services
  - Azure VM templates to bootstrap ROS and ROS 2 environments
  - Google Robotics Research
  - 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.
  - Robotics courses from Coursera
  - RIA Robotic Integrator Certification Program
  - Microsoft AI School
  - Free Online AI & Robotics Courses
  - AWS RoboMaker – Develop, Test, Deploy, and Manage Intelligent Robotics Apps
  - Carnegie Mellon Robotics Academy
  - AWS RoboMaker – Develop, Test, Deploy, and Manage Intelligent Robotics Apps
  - Learn Robotics with Online Courses and Classes from edX
  - RIA Robotic Integrator Certification Program
Security Standards, Frameworks and Benchmarks
- Objective-C Tools, Libraries, and Frameworks
  - STIGs Benchmarks - Security Technical Implementation Guides
  - CIS Benchmarks - CIS Center for Internet Security
  - NIST - Current FIPS
  - ISO Standards Catalogue
  - Common Criteria for Information Technology Security Evaluation (CC)
  - ISO 22301 - practice framework for implementing an optimised BCMS (business continuity management system).
  - ISO27001 - effectively.
  - ISO 27701
  - EU GDPR (General Data Protection Regulation)
  - CCPA (California Consumer Privacy Act)
  - Payment Card Industry (PCI) Data Security Standards (DSS)
  - SOC 2
  - NIST CSF
Privacy Learning Resources
- Objective-C Tools, Libraries, and Frameworks
Open Source Security Learning Resources
- Objective-C Tools, Libraries, and Frameworks
Networking Learning Resources
- Objective-C Tools, Libraries, and Frameworks
DevOps Tools
- Objective-C Tools, Libraries, and Frameworks
  - GitHub
  - GitHub Codespaces
  - GitHub Actions - us/azure/developer/github/github-actions) you can create workflows that you can set up in your repository to build, test, package, release and deploy to Azure.Learn more about all other integrations with Azure.
  - GitLab - based DevOps lifecycle tool that provides a Git-repository manager providing wiki, issue-tracking and CI/CD pipeline features, using an open-source license, developed by GitLab Inc.
  - Jenkins - human part of the software development process, with continuous integration and facilitating technical aspects of continuous delivery.
  - Bitbucket - based version control repository hosting service owned by Atlassian, for source code and development projects that use either Mercurial or Git revision control systems. Bitbucket offers both commercial plans and free accounts. It offers free accounts with an unlimited number of private repositories. Bitbucket integrates with other Atlassian software like Jira, HipChat, Confluence and Bamboo.
  - Bamboo
  - Codecov
  - Drone - compose, to define and execute Pipelines inside Docker containers.
  - Travis CI
  - Circle CI
  - Zuul-CI
  - Artifactory - site replication and scalable.
  - Azure DevOps - platform, scalable apps and services; Azure Pipelines Continuously build, test, and deploy to any platform and cloud; Azure Lab Services Set up labs for classrooms, trials, development and testing, and other scenarios.
  - Team City
  - Shippable
  - Spinnaker - cloud continuous delivery platform for releasing software changes with high velocity and confidence.
  - AWS CodeBuild
  - Selenium
  - Cucumber
  - JUnit
  - Mocha
  - Karma
  - Jasmine - enabled platform, to not intrude on the application nor the IDE, and to have easy-to-read syntax.
  - Chef
  - Puppet
  - Ansible - source software provisioning, configuration management, and application-deployment tool. It runs on many Unix-like systems, and can configure both Unix-like systems as well as Microsoft Windows.
  - Salt - based, open-source software for event-driven IT automation, remote task execution, and configuration management. Supporting the "Infrastructure as Code" approach to data center system and network deployment and management, configuration automation, SecOps orchestration, vulnerability remediation, and hybrid cloud control.
  - Terraform - source infrastructure as code software tool created by HashiCorp.It enables users to define and provision a datacenter infrastructure using a high-level configuration language known as Hashicorp Configuration Language (HCL), or optionally JSON.
  - Consul
  - Nomad - center aware cluster and application scheduler designed to support the modern datacenter with support for long-running services, batch jobs, and much more.
  - Vault
  - CFEngine - source configuration management system, written by Mark Burgess.Its primary function is to provide automated configuration and maintenance of large-scale computer systems, including the unified management of servers, desktops, consumer and industrial devices, embedded networked devices, mobile smartphones, and tablet computers.
  - AWS CodeDeploy - premises servers. AWS CodeDeploy makes it easier for you to rapidly release new features, helps you avoid downtime during application deployment, and handles the complexity of updating your applications.
  - Docker - level virtualization to deliver software in packages called containers. Containers are isolated from one another and bundle their own software, libraries and configuration files; they can communicate with each other through well-defined channels. All containers are run by a single operating-system kernel and are thus more lightweight than virtual machines.
  - PowerShell/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 (e.g. JSON, CSV, XML, etc.), REST APIs, and object models. It includes a command-line shell, an associated scripting language and a framework for processing cmdlets.
  - VMware vSphere - leading compute virtualization platform, and your first step to application modernization. It has been rearchitected with native Kubernetes to allow customers to modernize the 70 million+ workloads now running on vSphere.
  - K3s - constrained, remote locations or inside IoT appliances.
  - AWS ECS - performance container orchestration service that supports Docker containers and allows you to easily run and scale containerized applications on AWS. Amazon ECS eliminates the need for you to install and operate your own container orchestration software, manage and scale a cluster of virtual machines, or schedule containers on those virtual machines.
  - Apache Mesos
  - Apache Hadoop - availability, the library itself is designed to detect and handle failures at the application layer, so delivering a highly-available service on top of a cluster of computers, each of which may be prone to failures.
  - Microsoft Azure - managed data centers.
  - Azure Functions
  - Rkt - native container engine for Linux. It is composable, secure, and built on standards.
  - AWS Lambda - driven, serverless computing platform provided by Amazon as a part of the Amazon Web Services. It is a computing service that runs code in response to events and automatically manages the computing resources required by that code.
  - OpenStack - source software platform for cloud computing, mostly deployed as infrastructure-as-a-service that controls large pools of compute, storage, and networking resources throughout a datacenter, managed through a dashboard or via the OpenStack API. OpenStack works with popular enterprise and open source technologies making it ideal for heterogeneous infrastructure.
  - Cloud Foundry
  - Splunk - generated big data, via a Web-style interface.
  - Prometheus - time metrics in a time series database (allowing for high dimensionality) built using a HTTP pull model, with flexible queries and real-time alerting.
  - Loki - scalable, highly-available, multi-tenant log aggregation system inspired by Prometheus. It is designed to be very cost effective and easy to operate. It does not index the contents of the logs, but rather a set of labels for each log stream.
  - ElasticSearch - capable full-text search engine with an HTTP web interface and schema-free JSON documents. Elasticsearch is developed in Java.
  - Logstash
  - Kibana
  - New Relic - based monitoring tool that fully supports the way DevOps teams work in the modern enterprise by streamlining your workflows with today's collaboration software and orchestration tools like Puppet, Chef, and Ansible.
  - Nagios - software application that monitors systems, networks and infrastructure. Nagios offers monitoring and alerting services for servers, switches, applications and services. It alerts users when things go wrong and alerts them a second time when the problem has been resolved.
  - SonarQube - source platform developed by SonarSource for continuous inspection of code quality to perform automatic reviews with static analysis of code to detect bugs, code smells, and security vulnerabilities on 20+ programming languages.
  - Traefik
  - Jira
  - Pivotal Tracker - time collaboration around a shared, prioritized backlog.
  - Trello - based Kanban-style list-making application that gives you perspective over all your projects, at work and at home.
  - Microsoft Teams
  - Slack - based proprietary instant messaging platform developed by Slack Technologies.
  - OpsGenie - based service for dev & ops teams, providing reliable alerts, on-call schedule management and escalations. OpsGenie integrates with monitoring tools & services, ensures the right people are notified.
  - Pagerduty
  - Veracode - class application security, seamlessly integrating agile security solutions for organizations around the globe. In addition to application security services and secure devops services, Veracode provides a full security assessment to ensure your website and applications are secure, and ensures full enterprise data protection.
  - Rancher
  - Kata Operator
  - Kibana
  - Red Hat OpenShift - term, enterprise support from one of the leading Kubernetes contributors and open source software companies.
  - 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.
  - Anthos - premises environments.
DevOps Learning Resources
- Objective-C Tools, Libraries, and Frameworks
React Learning Resources
- Objective-C Tools, Libraries, and Frameworks
React Tools and Frameworks
- Objective-C Tools, Libraries, and Frameworks
  - WebStorm - the-fly error detection, powerful navigation and refactoring for JavaScript, TypeScript, stylesheet languages, and all the most popular frameworks([Angular](https://angular.io/), [React](https://reactjs.org/), [Vue.js](https://vuejs.org/), [Ionic](https://ionicframework.com/), [Apache Cordova](https://cordova.apache.org/), [React Native](https://reactnative.dev/), [Node.js](https://nodejs.org/), [Meteor](https://www.meteor.com/#!), and [Electron](https://www.electronjs.org/)).
  - React Native
  - Gatsby
  - React Hook Form
  - GraphQL
  - Apollo Client - featured caching GraphQL client with integrations for React, Angular, and more. It allows you to easily build UI components that fetch data via GraphQL.
  - Storybook
  - React Boilerplate - first foundation with the best developer experience and a focus on performance and best practices.
  - RxDB - database for JavaScript Applications like Websites, hybrid Apps, Electron-Apps, Progressive Web Apps and NodeJs.
  - Inferno - like library for building high-performance user interfaces on both the client and server.
  - Ant Design - class UI design language and React UI library.
  - Material-UI
  - Flutter
  - ReactiveUI - platform model-view-viewmodel framework for all .NET platforms that is inspired by functional reactive programming, which is a paradigm that allows you to abstract mutable state away from your user interfaces and express the idea around a feature in one readable place and improve the testability of your application.
  - React Boilerplate - first foundation with the best developer experience and a focus on performance and best practices.
  - React Boilerplate - first foundation with the best developer experience and a focus on performance and best practices.
  - React Boilerplate - first foundation with the best developer experience and a focus on performance and best practices.
Flutter Learning Resources
- Objective-C Tools, Libraries, and Frameworks
  - Flutter Gems
  - Dart - source, scalable programming language, with robust libraries and runtimes, for building web, server, and mobile apps using the Flutter framework.
  - Flutter documentation
  - Style Guide for Flutter
  - Creating your first Flutter app
  - Build and release an Android app using Flutter
  - Flutter Tools & techniques
  - Dart and Flutter: The Complete Developer's Guide on Udemy
  - Creating an Interactive Story with Flutter on Coursera
  - Flutter for Beginners course on Pluralsight
  - Flutter Online Training Courses on LinkedIn Learning
  - The Complete Flutter App Development Bootcamp with Dart by App Brewery
  - Adding Firebase to your Flutter app
  - Using Firebase and Firestore with Flutter
  - Fuchsia Project
  - Getting Started with Fuchsia
  - Fuchsia Reference
  - Contributing to Fuchsia
C/C++ Tools
- Objective-C Tools, Libraries, and Frameworks
  - Code::Blocks
  - Visual Studio Code
  - ReSharper C++
  - CLion - platform IDE for C and C++ developers developed by JetBrains.
  - Conan
  - High Performance Computing (HPC) SDK
  - Boost - edge C++. Boost has been a participant in the annual Google Summer of Code since 2007, in which students develop their skills by working on Boost Library development.
  - Automake
  - Cmake - source, cross-platform family of tools designed to build, test and package software. CMake is used to control the software compilation process using simple platform and compiler independent configuration files, and generate native makefiles and workspaces that can be used in the compiler environment of your choice.
  - GDB
  - GCC - C, Fortran, Ada, Go, and D, as well as libraries for these languages.
  - GSL - squares fitting. There are over 1000 functions in total with an extensive test suite.
  - OpenGL Extension Wrangler Library (GLEW) - platform open-source C/C++ extension loading library. GLEW provides efficient run-time mechanisms for determining which OpenGL extensions are supported on the target platform.
  - Libtool
  - TAU (Tuning And Analysis Utilities) - based sampling. All C++ language features are supported including templates and namespaces.
  - Clang - C, C++ and Objective-C++ compiler when targeting X86-32, X86-64, and ARM (other targets may have caveats, but are usually easy to fix). Clang is used in production to build performance-critical software like Google Chrome or Firefox.
  - OpenCV - time applications. Cross-Platform C++, Python and Java interfaces support Linux, MacOS, Windows, iOS, and Android.
  - Libcu++
  - Oat++ - efficient web application. It's zero-dependency and easy-portable.
  - Cython
  - Infer - C, and C. Infer is written in [OCaml](https://ocaml.org/).
  - Maven
Flutter Tools
- Objective-C Tools, Libraries, and Frameworks
  - Firebase - as-a-Service (BaaS) app development platform that provides hosted backend services such as a realtime database, cloud storage, authentication, crash reporting, machine learning, remote configuration, and hosting for your static files.
  - FlutterFire - plugins/) that enable Flutter apps to use [Firebase](https://firebase.google.com/) services. You can follow an example that shows how to use these plugins in the [Firebase for Flutter](https://codelabs.developers.google.com/codelabs/flutter-firebase/index.html#0) codelab.
  - Appwrite - to-end backend server for Web, Mobile, and Flutter developers that is packaged as a set of Docker containers for easy deployment.
  - Fluro
Node.js Learning Resources
- Objective-C Tools, Libraries, and Frameworks
Node.js Tools
- Objective-C Tools, Libraries, and Frameworks
  - NPM
  - node-docker
  - egg
  - Fastify
  - Express
  - NW.js
  - PM2 - in load balancer. It allows you to keep applications alive forever, to reload them without downtime and to facilitate common system admin tasks.
  - jenkins-nodejs - installer, allowing to create as many NodeJS installations "profiles" as you want.
  - Strapi
  - Standard
  - Hexo
  - React Starter Kit
  - Meteor - simple environment for building modern web applications with JavavScript.
  - nvm - user, and invoked per-shell. nvm works on any POSIX-compliant shell (sh, dash, ksh, zsh, bash), in particular on these platforms: unix, macOS, and windows WSL.
  - NestJS
C/C++ Learning Resources
- Objective-C Tools, Libraries, and Frameworks
  - C++ - platform language that can be used to build high-performance applications developed by Bjarne Stroustrup, as an extension to the C language.
  - C - purpose, high-level language that was originally developed by Dennis M. Ritchie to develop the UNIX operating system at Bell Labs. It supports structured programming, lexical variable scope, and recursion, with a static type system. C also provides constructs that map efficiently to typical machine instructions, which makes it one was of the most widely used programming languages today.
  - Embedded C - committee) to address issues that exist between C extensions for different [embedded systems](https://en.wikipedia.org/wiki/Embedded_system). The extensions hep enhance microprocessor features such as fixed-point arithmetic, multiple distinct memory banks, and basic I/O operations. This makes Embedded C the most popular embedded software language in the world.
  - C & C++ Developer Tools from JetBrains
  - Open source C++ libraries on cppreference.com
  - C++ Graphics libraries
  - C++ Libraries in MATLAB
  - C++ Tools and Libraries Articles
  - Google C++ Style Guide
  - Introduction C++ Education course on Google Developers
  - C++ style guide for Fuchsia
  - C and C++ Coding Style Guide by OpenTitan
  - Chromium C++ Style Guide
  - C++ Core Guidelines
  - C++ Style Guide for ROS
  - Learn C++
  - Learn C : An Interactive C Tutorial
  - C++ Institute
  - C++ Online Training Courses on LinkedIn Learning
  - C++ Tutorials on W3Schools
  - Learn C Programming Online Courses on edX
  - Learn C++ with Online Courses on edX
  - Learn C++ on Codecademy
  - Coding for Everyone: C and C++ course on Coursera
  - C++ For C Programmers on Coursera
  - Top C Courses on Coursera
  - C++ Online Courses on Udemy
  - Top C Courses on Udemy
  - Basics of Embedded C Programming for Beginners on Udemy
  - C++ For Programmers Course on Udacity
  - C++ Fundamentals Course on Pluralsight
  - Introduction to C++ on MIT Free Online Course Materials
  - Introduction to C++ for Programmers | Harvard
  - Online C Courses | Harvard University
Java Learning Resources
- Objective-C Tools, Libraries, and Frameworks
Java Tools
- Objective-C Tools, Libraries, and Frameworks
  - Java SE
  - JDK Development Tools
  - IntelliJ IDEA
  - NetBeans
  - Elasticsearch
  - RxJava - based programs by using observable sequences. It extends the [observer pattern](http://en.wikipedia.org/wiki/Observer_pattern) to support sequences of data/events and adds operators that allow you to compose sequences together declaratively while abstracting away concerns about things like low-level threading, synchronization, thread-safety and concurrent data structures.
  - Guava
  - Retrofit - safe HTTP client for Android and Java develped by Square.
  - Apache Flink - and batch-processing capabilities with elegant and fluent APIs in Java and Scala.
  - Fastjson
  - libGDX - platform Java game development framework based on OpenGL (ES) that works on Windows, Linux, Mac OS X, Android, your WebGL enabled browser and iOS.
  - Jenkins - source automation server. Built with Java, it provides over 1700 [plugins](https://plugins.jenkins.io/) to support automating virtually anything, so that humans can actually spend their time doing things machines cannot.
  - Redisson - Memory Data Grid. Over 50 Redis based Java objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Publish / Subscribe, Bloom filter, Spring Cache, Tomcat, Scheduler, JCache API, Hibernate, MyBatis, RPC, and local cache.
  - GraalVM - based languages like Java, Scala, Clojure, Kotlin, and LLVM-based languages such as C and C++.
  - Apache Groovy - typing and static compilation capabilities, for the Java platform aimed at improving developer productivity thanks to a concise, familiar and easy to learn syntax. It integrates smoothly with any Java program, and immediately delivers to your application powerful features, including scripting capabilities, Domain-Specific Language authoring, runtime and compile-time meta-programming and functional programming.
  - JaCoCo
  - Apache JMeter
  - Junit
  - Mockito
  - SpotBugs
  - SpringBoot - powered, production-grade applications and services with absolute minimum fuss. It takes an opinionated view of the Spring platform so that new and existing users can quickly get to the bits they need.
  - YourKit
  - 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.
  - Gradle - language software development. From mobile apps to microservices, from small startups to big enterprises, Gradle helps teams build, automate and deliver better software, faster. Write in Java, C++, Python or your language of choice.
C# Learning Resources
- Objective-C Tools, Libraries, and Frameworks
Python Frameworks and Tools
- Objective-C Tools, Libraries, and Frameworks
  - Python Package Index (PyPI)
  - PyCharm
  - Django - level Python Web framework that encourages rapid development and clean, pragmatic design.
  - Flask
  - 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.
  - Tornado - blocking network I/O, which can scale to tens of thousands of open connections.
  - HTTPie
  - Scrapy - level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from data mining to monitoring and automated testing.
  - Sentry
  - CherryPy - oriented HTTP web framework.
  - Sanic
  - Pyramid - world web application development and deployment more fun and more productive.
  - TurboGears
  - Falcon - performance Python web framework for building large-scale app backends and microservices with support for MongoDB, Pluggable Applications and autogenerated Admin.
  - Dash
  - NumPy
  - Pillow
  - IPython
  - GraphLab Create - scale, high-performance machine learning models.
  - Pandas
  - Matplotlib - quality figures in a variety of hardcopy formats and interactive environments across platforms.
  - Scikit-Learn
  - Python Tools for Visual Studio(PTVS)
C# Tools and Frameworks
- Objective-C Tools, Libraries, and Frameworks
  - Roslyn
  - Uno Platform - based code (C# and XAML) to run on iOS, Android, macOS, WebAssembly, Linux and Windows 7. It provides the full definitions of the UWP [Windows 10 2004 (19041)](https://docs.microsoft.com/en-us/windows/uwp/whats-new/windows-10-build-19041), and the implementation of a growing number of parts of the UWP API, such as Windows.UI.Xaml, to enable UWP and WinUI applications to run on these platforms.
  - dotPeek
  - Json.NET - performance JSON framework for .NET.
  - .NET Fiddle
  - Appveyor - based continuous integration system that integrates natively with your source control and allows CI configuration files to live alongside your projects.
  - AppHarbor - as-a-Service that let's developers deploy and scale any standard .NET application to the cloud.
  - Markdig
  - ANTLR (ANother Tool for Language Recognition)
  - Octopus Deploy
.NET Learning Resources
- Objective-C Tools, Libraries, and Frameworks
Python Learning Resources
- Objective-C Tools, Libraries, and Frameworks
  - Python - level programming language. Python is used heavily in the fields of Data Science and Machine Learning.
  - Python Developer’s Guide
  - Azure Functions Python developer guide - us/azure/azure-functions/functions-reference).
  - CheckiO
  - Python Institute
  - PCEP – Certified Entry-Level Python Programmer certification
  - PCAP – Certified Associate in Python Programming certification
  - MTA: Introduction to Programming Using Python Certification
  - Getting Started with Python in Visual Studio Code
  - Google's Python Style Guide
  - Google's Python Education Class
  - Real Python
  - 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
  - PCPP – Certified Professional in Python Programming 2
Protocols
- Objective-C Tools, Libraries, and Frameworks
  - JSON Web Token (JWT) - safe means of representing claims to be transferred between two parties. The claims in a JWT are encoded as a JSON object that is digitally signed using JSON Web Signature (JWS).
  - OAuth 2.0 - party applications to access the user account.
Virtualization
- Objective-C Tools, Libraries, and Frameworks
  - 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.
  - QEMU
  - 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.
  - SQL
  - Azure Synapse Analytics
  - 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
  - Tableau CRM: BI Software and Tools
  - Databases on AWS
  - Best Practices and Recommendations for SQL Server Clustering in AWS EC2.
  - Connecting from Google Kubernetes Engine to a Cloud SQL instance.
  - Educational Microsoft Azure SQL resources
  - MySQL Certifications
  - What is NoSQL?
  - 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.
  - Azure SQL Managed Instance - premises applications to the cloud with very few application and database changes. Managed instance has split compute and storage components.
  - MSSQL for Visual Studio Code
  - 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 Migration Assistant
  - 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.
  - 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.
  - RStudio - highlighting editor that supports direct code execution, and tools for plotting, history, debugging and workspace management.
  - 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.
  - Apache Cassandra - tolerance on commodity hardware or cloud infrastructure make it the perfect platform for mission-critical data.
  - 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/).
  - 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.
  - 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
  - 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.
  - 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.
  - Adminer
  - DbVisualizer
  - AppDynamics Database - Volume Production Environment.
  - 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.
  - Lepide SQL Server - to-use, graphical user interface.
  - Sequel Pro
  - Hyper-V
  - SQL vs. NoSQL Databases: What's the Difference?
  - Tableau CRM: BI Software and Tools
  - 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.
  - Packer
  - DBeaver

Programming Languages

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