JavaScript Libraries for Machine Learning

• Scala Style Guide
• Creating a Scala Maven application for Apache Spark in HDInsight using IntelliJ
• Using Scala to Program AWS Glue ETL Scripts
• Using Flink Scala shell with Amazon EMR clusters
• AWS EMR and Spark 2 using Scala from Udemy
• Scala Courses from Coursera
• Scala - oriented and functional programming in one concise, high-level language. Scala's static types help avoid bugs in complex applications, and its JVM and JavaScript runtimes let you build high-performance systems with easy access to huge ecosystems of libraries.
• Using the Google Cloud Storage connector with Apache Spark
• Write and run Spark Scala jobs on Cloud Dataproc for Google Cloud
• Scala Courses and Certifications from edX
• Top Scala Courses from Udemy
• Databricks Scala Style Guide
• Data Science using Scala and Spark on Azure

JavaScript Libraries for Machine Learning

• Apple Developer Documentation
• Apple Foundation Framework
• Swift - C.
• Xcode + Swift
• Swift 5.3 Basics
• Swift Courses Online from Coursera
• Swift Courses Online from Udemy
• Learning Swift course from Codecademy
• Apple Core Animation Framework
• Apple Core Graphics Framework
• Getting Started with LLDB
• Amazon EC2 Mac Instances
• Apple Developer Forums
• Swift Forums
• Start Developing iOS Apps with Swift
• Swift - C.
• Swift Evolution - visible enhancements to the Swift Programming Language.
• Swift GitHub
• Google's Swift Style Guide
• Mac Catalyst - iOS - Human Interface Guidelines

JavaScript Libraries for Machine Learning

• Safety in Systems Programming with Rust at Standford by Ryan Eberhardt
• WebAssembly meets Kubernetes with Krustlet using Rust
• The Rust Language Reference
• Learning Rust
• Why AWS loves Rust
• Rust Programming courses on Udemy
• WebAssembly meets Kubernetes with Krustlet using Rust
• Microsoft's Project Verona

JavaScript Libraries for Machine Learning

• Crater
• Wasmer - integrations).
• Vector - performance, end-to-end (agent & aggregator) observability data platform that puts the user in control of their observability data.
• Chalk - like logic solver.
• stdarch - specific APIs and run-time feature detection.
• Krustlet - and-toleration/). The project is currently experimental.
• Cargo
• VSCode-Rust - either by the official Rust Language Server (RLS) or rust-analyzer, depending on the user's preference. If you don't have it installed, the extension will install it for you (with permission). This extension is built and maintained by the Rust IDEs and editors team with the focus on providing a stable, high quality extension that makes the best use of the respective language server.
• Apache Arrow - memory analytics. It contains a set of technologies that enable big data systems to process and move data fast. Arrow's libraries are available for C, C++, C#, Go, Java, JavaScript, MATLAB, Python, R, Ruby, and Rust.
• Tokio - driven, non-blocking I/O platform for writing asynchronous applications with the Rust programming language.
• TiKV - source distributed transactional key-value database that also provides classical key-vlue APIs, but also transactional APIs with ACID compliance.
• Hyper
• Rocket
• Clippy
• Servo
• RustPython
• Miri - level intermediate representation. It can run binaries and test suites of cargo projects and detect certain classes of undefined behavior. Miri will alsowill also tell you about memory leaks: when there is memory still allocated at the end of the execution, and that memory is not reachable from a global static, Miri will raise an error.
• Simpleinfra
• Rustlings
• Firecracker - built for creating and managing secure, multi-tenant container and function-based services that provide serverless operational models. Firecracker runs workloads in lightweight virtual machines, called microVMs, which combine the security and isolation properties provided by hardware virtualization technology with the speed and flexibility of containers. Firecracker has also been integrated in container runtimes, for example [Kata Containers](https://github.com/kata-containers/documentation/wiki/Initial-release-of-Kata-Containers-with-Firecracker-support) and [Weaveworks Ignite](https://github.com/weaveworks/ignite).
• Sonic - less search backend similar to Elasticsearch in some use-cases.

JavaScript Libraries for Machine Learning

• Scala Syntax (official)
• ScalaScript
• IntelliJ IDEA Scala plugin
• ScalaTest™
• ScalaMock - time reflection to create type safe code or manipulate programs.
• Scala Native - of-time compiler and lightweight managed runtime designed specifically for Scala.
• Gitbucket
• Gatling - Sent-Events and JMS.
• Apache PredictionIO
• BigDL
• 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.
• 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.
• Scala.js
• Polynote
• Scalatra - performance, async web framework, inspired by [Sinatra](https://www.sinatrarb.com/).
• Metals
• WartRemover
• Mill
• Bloop
• Scapegoat
• AWScala
• 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.
• Cluster Manager for Apache Kafka(CMAK)
• Play Framework
• Dotty
• ScalaTest™

JavaScript Libraries for Machine Learning

• Clojure - purpose programming language, combining the approachability and interactive development of a scripting language with an efficient and robust infrastructure for multithreaded programming.
• ClojureScript
• Clojure Community Resources
• Clojure Training
• Learning Clojure on Udemy
• Clojure Fundamentals on Pluralsight
• Web Development in Clojure
• Clojure Online Courses on LinkedIn Learning
• Clojure Workshop on Packt
• Clojure Style Guide
• Web Development in Clojure
• Clojure Workshop on Packt
• Clojure Style Guide

JavaScript Libraries for Machine Learning

• 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.
• AppKit
• 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.
• RealityKit - performance 3D simulation and rendering with information provided by the ARKit framework to seamlessly integrate virtual objects into the real world.
• Mac Catalyst
• 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.
• Cocoapods - C used in 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.
• 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
• 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 - 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.
• Realm - C.

JavaScript Libraries for Machine Learning

• Calva - emacs/orchard).
• Cursive
• Clj and deps.edn
• Leiningen
• Clojars - focused Maven repository.
• Clojure Toolbox
• CIDER - mode, an Emacs minor-mode that complements clojure-mode project.
• Riemann
• Lacinia
• clojureVSCode
• Reagent
• Boot - hoc Clojure script evaluator. Boot provides a runtime environment that includes all of the tools needed to build Clojure projects from scripts written in Clojure.
• Vim Firepalce
• Clojure-mode - lock (syntax highlighting), indentation, navigation and refactoring support for the Clojure(Script).
• Inf-clojure - lisp package.
• Datascript - memory database and Datalog query engine in Clojure, ClojureScript, and JavaScript.
• Compojure - clojure/ring) that allows web applications to be composed of small, independent parts.
• Ring
• Hiccup
• Onyx
• Lumo - of-the-box access to the entire Node.js ecosystem, including a ClojureScript REPL.
• Arcadia

JavaScript Libraries for Machine Learning

• CheckiO
• Getting Started with Python in Visual Studio Code
• Google's Python Style Guide
• Google's Python Education Class
• 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 Package Index (PyPI)
• PyCharm
• Django - level Python Web framework that encourages rapid development and clean, pragmatic design.
• 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.
• Falcon - performance Python web framework for building large-scale app backends and microservices with support for MongoDB, Pluggable Applications and autogenerated Admin.
• Pillow
• IPython
• Pandas
• Matplotlib - quality figures in a variety of hardcopy formats and interactive environments across platforms.
• Scikit-Learn
• Real Python
• PCPP – Certified Professional in Python Programming 2
• Python Tools for Visual Studio(PTVS)
• The Python Open Source Computer Science Degree by Forrest Knight
• Python Tools for Visual Studio(PTVS)
• 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/).
• Neural Network Intelligence(NNI)
• Luigi - in.
• Locust
• spaCy
• PuLP

JavaScript Libraries for Machine Learning

• Rust on Chrome OS
• Bottlerocket OS - source Linux-based operating system meant for hosting containers. Bottlerocket focuses on security and maintainability, providing a reliable, consistent, and safe platform for container-based workloads.
• Writing an OS in Rust - opp).

JavaScript Libraries for Machine Learning

• Uber's Go Style Guide
• GitLab's Go standards and style guidelines
• Go: The Complete Developer's Guide (Golang) on Udemy
• Getting Started with Go on Coursera
• Programming with Google Go on Coursera
• Learning Go Fundamentals on Pluralsight
• Learning Go on Codecademy
• Effective Go
• Go
• Golang Contribution Guide

JavaScript Libraries for Machine Learning

• golang tools
• Go in Visual Studio Code
• NATS - premise, in the cloud, at the edge, and even on a Raspberry Pi. NATS can secure and simplify design and operation of modern distributed systems.
• Fiber
• Traefik
• Gitea - hosted git service. Using Go, this can be done with an independent binary distribution across all platforms which Go supports, including Linux, macOS, and Windows on x86, amd64, ARM and PowerPC architectures.
• OpenFaaS - driven functions and microservices to Kubernetes without repetitive, boiler-plate coding. Package your code or an existing binary in a Docker image to get a highly scalable endpoint with auto-scaling and metrics.
• micro - based text editor that aims to be easy to use and intuitive, while also taking advantage of the capabilities of modern terminals. As its name indicates, micro aims to be somewhat of a successor to the nano editor by being easy to install and use. It strives to be enjoyable as a full-time editor for people who prefer to work in a terminal, or those who regularly edit files over SSH.
• Gravitational Teleport - over-HTTPS in a browser or Kubernetes clusters.
• Act
• Glide
• BadgerDB - value (KV) database written in pure Go. It is the underlying database for [Dgraph](https://dgraph.io/), a fast, distributed graph database. It's meant to be a performant alternative to non-Go-based key-value stores like RocksDB.
• Go kit
• Codis
• zap
• HttpRouter
• Gorilla WebSocket
• Delve
• GORM
• Go Patterns

JavaScript Libraries for Machine Learning

• TypeScript Support for Vue.js
• Vue JavaScript Tutorial in Visual Studio Code
• Vue.js Plugins for JetBrains
• Introducing Storybook for VueJS
• Vue Mastery is the Ultimate Learning Resource for Vue.js
• Learn Vue.js from core-team members and industry experts on VueSchool
• VueJS Courses on Udemy
• Learning Vue.js on Codecademy
• VueJS Open Collective
• Vue.js API
• Introducing Storybook for VueJS
• VueJS Forum

• AssemblyScript
• Rome - status) for JavaScript, TypeScript, JSON, HTML, Markdown, and CSS.
• TypeScript ESLint
• ReSharper
• ts-migrate - migrate is intended to accelerate the TypeScript migration process. The resulting code will pass the build, but a followup is required to improve type safety.
• Deno
• gulp-typescript
• React Native
• Definitely Typed
• TypeORM
• Rome - status) for JavaScript, TypeScript, JSON, HTML, Markdown, and CSS.
• Eclipse Theia - fledged multi-language Cloud & Desktop IDE-like products with state-of-the-art web technologies.
• InversifyJS
• TS node
• TensorFlow.js - source WebGL hardware-accelerated JavaScript library for training and deploying machine learning models.
• Angular
• AssemblyScript

JavaScript Libraries for Machine Learning

• PhpStorm
• Laravel
• PHP Tools for Visual Studio/VS Code
• Symfony
• Composer
• DesignPatternsPHP
• CodeIgniter
• HHVM - source virtual machine designed for executing programs written in [Hack](https://hacklang.org/). HHVM uses a just-in-time (JIT) compilation approach to achieve superior performance while maintaining amazing development flexibility. HHVM should be used together with a webserver like the built in, easy to deploy [Proxygen](https://docs.hhvm.com/hhvm/basic-usage/proxygen), or a [FastCGI-based](https://docs.hhvm.com/hhvm/advanced-usage/fastCGI) webserver on top of nginx or Apache.
• Swoole - driven asynchronous & coroutine-based concurrency networking communication engine with high performance written in C and C++ for PHP.
• Matomo - featured PHP MySQL software program that you download and install on your own webserver. At the end of the five-minute installation process, you will be given a JavaScript code. Simply copy and paste this tag on websites you wish to track and access your analytics reports in real-time.
• Grav - based Web-platform. There is Zero installation required. Just extract the ZIP archive, and you are already up and running. It follows similar principles to other flat-file CMS platforms, but has a different design philosophy than most. Grav comes with a powerful Package Management System to allow for simple installation and upgrading of plugins and themes, as well as simple updating of Grav itself.
• Slim
• Flutter
• Guzzle
• PHPUnit - oriented testing framework for PHP. It is an instance of the xUnit architecture for unit testing frameworks.
• Whoops - of-the-box, it provides a pretty error interface that helps you debug your web projects, but at heart it's a simple yet powerful stacked error handling system.

• JavaScriptCore - C, and C-based apps. You can also use JavaScriptCore to insert custom objects into the JavaScript environment.
• Ember.js
• AngularJS
• Backbone.js - value binding and custom events, collections with a rich API of enumerable functions, views with declarative event handling, and connects it all to your existing API over a RESTful JSON interface.
• HTML (HyperText Markup Language)
• Cascading Style Sheets (CSS)
• Next.js - fetching, and more.
• Electron - platform desktop applications using JavaScript, HTML and CSS. It is based on [Node.js](https://nodejs.org/) and [Chromium](https://www.chromium.org/) and is used by the [Atom editor](https://github.com/atom/atom) and many other [apps](https://electronjs.org/apps).
• axios
• Enzyme
• Redux
• Expo - source platform for making universal native apps with React.

JavaScript Libraries for Machine Learning

• TensorFlow.js
• Brain.js
• ConvNetJS
• Neuro.js
• Stdlib
• Deeplearn.js - accelerated JavaScript library for machine intelligence. It brings performant machine learning building blocks to the web, allowing you to train neural networks in a browser or run pre-trained models in inference mode.
• Natural - language-processing).
• Ml.js
• DeepForge - source visual development environment for deep learning providing end-to-end support for creating deep learning models.
• Synaptic - free, so you can build and train basically any type of first order or even second order neural network architectures. This library includes a few built-in architectures like multilayer perceptrons, multilayer long-short term memory networks (LSTM), liquid state machines or Hopfield networks, and a trainer capable of training any given network.
• WebDNN
• Mind

JavaScript Libraries for Machine Learning

• React JavaScript Tutorial in Visual Studio Code
• React Courses on Coursera
• React Courses on Udemy
• React Nanodegree program on Udacity
• Becoming a React Developer Learning Path on LinkedIn Learning
• Learning ReactJS on Codecademy
• Introduction to React Course on Cloud Academy
• React Community Resources
• Becoming a React Developer Learning Path on LinkedIn Learning
• React Tutorials and Training Courses on Pluralsight
• Introduction to React Course on Cloud Academy

JavaScript Libraries for Machine Learning

• Ant Design - class UI design language and React UI library.
• React Hook Form
• mysqljs
• React Boilerplate - first foundation with the best developer experience and a focus on performance and best practices.
• Chakra UI
• Material-UI

JavaScript Libraries for Machine Learning

• Ionic GitHub
• Top Ionic Courses Online | Udemy
• Ionic React: Cross-Platform Mobile Development with Ionic 5 | Udemy
• Ionic & Angular JS: Principles Of Mobile and Web Development
• Ionic: Getting Started | Pluralsight
• Building Desktop Apps with Ionic and Electron | Pluralsight
• Ionic Essential Training | LinkedIn Learning
• Ionic React: Cross-Platform Mobile Development with Ionic 5 | Udemy
• Back to the Top
• Ionic Academy
• Ionic Framework - Enterprise Training

JavaScript Libraries for Machine Learning

• Ionic Native
• Stencil - ready component systems on top of TypeScript and Web Component standards. Stencil components can be distributed natively to [React](https://reactjs.org/), [Angular](https://angular.io/), [Vue.js](https://vuejs.org/), and traditional web developers from a single, framework-agnostic codebase.
• Capacitor - platform API and code execution layer that makes it easy to call Native SDKs from web code and to write custom native plugins that your app may need. Also, Capacitor provides first-class Progressive Web App(PWAs) support so you can write one app and deploy it to the app stores and the mobile web.
• Ionic command line interface (CLI) - to tool for developing [Ionic](https://ionicframework.com/) apps.
• Instabug - app feedback solution. With a one minute install guide, it enables users to seamlessly report bugs while automatically attaching details such as network logs, repro-steps, etc.
• node-gyp - platform command-line tool written in Node.js for compiling native addon modules for Node.js. It contains a vendored copy of the gyp-next project that was previously used by the Chromium team, extended to support the development of Node.js native addons.
• Mocha
• AVA
• egg
• VoltSigner - nothing gets uploaded. Compatible with all build tools. Notably, it can produce iOS certificates on Windows.
• Ionic Native
• Framework7
• Instabug - app feedback solution. With a one minute install guide, it enables users to seamlessly report bugs while automatically attaching details such as network logs, repro-steps, etc.
• node-docker
• Stencil ESLint

JavaScript Libraries for Machine Learning

• node-docker
• jenkins-nodejs - installer, allowing to create as many NodeJS installations "profiles" as you want.
• Strapi
• Hexo
• 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.
• 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.
• NPM
• jenkins-nodejs - installer, allowing to create as many NodeJS installations "profiles" as you want.

JavaScript Libraries for Machine Learning

• Getting Started with Cordova
• Top Apache Cordova Courses on Udemy
• Apache Cordova - Building Hybrid Mobile App for Android & iOS Course on Udemy
• Learning Apache Cordova Course on Linkedin Learning
• Apache Cordova: Building Cross-Platform Mobile Apps Course on Linkedin Learning
• Choosing a Cross-Platform Development Tool: Cordova, Ionic, React Native, Titanium, and Xamarin Course on Linkedin Learning
• Convert a web app to a Cordova project Course on Linkedin Learning
• Build a Cordova app Course on Linkedin Learning
• Learning Apache Cordova Course on Linkedin Learning

JavaScript Libraries for Machine Learning

• App Builder
• Instabug - app feedback solution. With a one minute install guide, it enables users to seamlessly report bugs while automatically attaching details such as network logs, repro-steps, etc.
• NSB/AppStudio
• React Boilerplate - first foundation with the best developer experience and a focus on performance and best practices.
• Ionic - end SDK for building cross-platform mobile apps. Built on top of Angular, Ionic also provides a platform for integrating services like push notifications and analytics.
• Mobiscroll
• VoltBuilder
• React Boilerplate - first foundation with the best developer experience and a focus on performance and best practices.
• Monaca - powered and framework-agnostic set of tools Monaca supports both online and offline development, debugging with live-reload feature and cloud build experience.
• VoltSigner - nothing gets uploaded. Compatible with all build tools. Notably, it can produce iOS certificates on Windows.
• 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.
• VSCode Cordova

JavaScript Libraries for Machine Learning

• Getting Started with Angular
• What Is AngularJS?
• AngularJS Tutorial on W3Schools
• Angular Certification - Become a certified Angular Developer
• Angular University
• Angular Courses Online on Udemy
• Angular Courses Online on Coursera
• Learn Angular with Online Courses and Lessons on edX
• Angular Online Training Courses on LinkedIn Learning
• Learning AngularJS, including Angular directives from Codecademy
• Learning Angular from Pluralsight
• Ionic Angular Overview
• Angular Language Service for Visual Studio
• Angular JavaScript Tutorial in Visual Studio Code
• Laravel and Angular
• Getting Started with Angular
• Angular University
• Angular Courses Online on Coursera

JavaScript Libraries for Machine Learning

• Angular Material UI component library
• AngularFire
• Apollo Angular
• GraphQL Code Generator - code-generator.com/docs/plugins/index) (TypeScript, Flow, React, Angular, MongoDB, Stencil, Reason, and more).
• NgRx
• Protractor - to-end test framework for Angular and AngularJS applications. Protractor is a [Node.js](http://nodejs.org/) program built on top of [WebDriverJS](https://github.com/SeleniumHQ/selenium/wiki/WebDriverJs).
• PrimeNG
• Project Clarity
• Angular CLI - line tool makes it easy to create an application that already works, right out of the box and follows all of Angular's best practices.
• Protractor - to-end test framework for Angular and AngularJS applications. Protractor is a [Node.js](http://nodejs.org/) program built on top of [WebDriverJS](https://github.com/SeleniumHQ/selenium/wiki/WebDriverJs).
• Nebular
• Project Clarity
• Angular Flex Layout - layout/wiki/Responsive-API).
• UI-Grid

JavaScript Libraries for Machine Learning

• Vue CLI - to-end Testing.
• Vue Router
• VuePress - rendered static HTML for each page, and runs as an SPA once a page is loaded.
• Vuefire
• Vuetify
• Buefy
• Vue-Apollo
• Hoppscotch
• Onsen UI - feeling Progressive Web Apps (PWAs) and hybrid apps. It provides bindings for Angular 1, 2, React and Vue.js.
• Storybook
• Element

JavaScript Libraries for Machine Learning

• Svelte API
• Getting started with Svelte - Learning web development | MDN
• Google's JavaScript Style Guide
• Svelte
• Getting started with Svelte - Learning web development | MDN
• Svelte Code Examples
• Svelte REPL

JavaScript Libraries for Machine Learning

• Getting started with Node.js in Google Cloud
• Getting Started with Node.js in AWS
• Introduction to Node.js by W3Schools
• Node.js tutorial in Visual Studio Code
• Node.js Build Working Group
• Node.js App Hosting & Deployment in Microsoft Azure
• The Node.js best practices list
• The Node.js Community Committee
• Node.js Mentorship Program Initiative

JavaScript Libraries for Machine Learning

• Top C Courses on Udemy
• 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
• Google C++ Style Guide
• Introduction C++ Education course on Google Developers
• C++ style guide for Fuchsia
• Chromium C++ Style Guide
• C++ Core Guidelines
• C++ Style Guide for ROS
• Learn C++
• Learn C : An Interactive C Tutorial
• 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
• C++ Online Courses on Udemy
• Basics of Embedded C Programming for Beginners on Udemy
• C++ For Programmers Course on Udacity
• C++ Fundamentals Course on Pluralsight
• C++ - platform language that can be used to build high-performance applications developed by Bjarne Stroustrup, as an extension to the C language.
• C++ Tools and Libraries Articles
• C++ Style Guide for ROS

JavaScript Libraries for Machine Learning

• Intro to AJAX on Udacity
• jQuery API Documentation
• jQuery Learning Center
• jQuery Courses on Coursera
• jQuery Courses on Udemy
• jQuery Training Courses on LinkedIn Learning
• Intro to jQuery on Udacity
• Learning jQuery on Codecademy
• jQuery Best Practices Training on Learning Tree
• Learning the jQuery Basics on Pluralsight
• jQuery In-Depth on Pluralsight
• ASP.NET Ajax JavaScript and jQuery Course on Pluralsight
• jQuery Certification from W3Schools
• jQuery Best Practices Training on Learning Tree
• jQuery - rich JavaScript library. It makes things like HTML document traversal and manipulation, event handling, animation, and Ajax much simpler with an easy-to-use API that works across a multitude of web browsers.

JavaScript Libraries for Machine Learning

• jQuery UI
• Bridge.NET - to-JavaScript Compiler. Write your application in C# and run on billions of devices.
• Phantomas - based web performance metrics collector and monitoring tool
• Cheerio
• jQuery Tools - interface components for modern websites. Used by large sites all over the world.
• Featherlight

JavaScript Libraries for Machine Learning

• Electron Apps
• Getting Started with Electron
• Electron Development
• Master Electron: Desktop Apps with HTML, JavaScript & CSS course on Udemy
• Electron for Desktop Apps: The Complete Developer's Guide course on Udemy
• Electron From Scratch: Build Desktop Apps With JavaScript course on Udemy
• Electron Courses on Coursera
• Electron Fundamentals on Pluralsight
• JavaScript extensions for VS Code
• Configuring JavaScript libraries in WebStorm
• The OpenJS Foundation
• JavaScript in Visual Studio Code

JavaScript Libraries for Machine Learning

• Electron Fiddle
• Electron Builder
• Selenium IDE
• GitHub Codespaces
• Meteor - simple environment for building modern web applications with JavavScript.
• 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/)).
• Gatsby
• GraphQL
• Standard
• Quasar - performance VueJS user interfaces in record time. Such as responsive Single Page Apps, SSR Apps, PWAs, Browser extensions, Hybrid Mobile Apps and Electron Apps.
• Nest - side applications. It uses modern JavaScript, is built with TypeScript (preserves compatibility with pure JavaScript) and combines elements of OOP (Object Oriented Programming), FP (Functional Programming), and FRP (Functional Reactive Programming).
• Express
• RxDB - database for JavaScript Applications like Websites, hybrid Apps, Electron-Apps, Progressive Web Apps and NodeJs.
• Photon
• Electron.NET
• Angular Electron
• Lowdb
• Nativefier
• Selenium IDE

JavaScript Libraries for Machine Learning

• Cython
• AWS SDK for C++
• ReSharper C++
• CLion - platform IDE for C and C++ developers developed by JetBrains.
• Code::Blocks
• 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
• Maven
• 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.
• Oat++ - efficient web application. It's zero-dependency and easy-portable.
• Infer - C, and C. Infer is written in [OCaml](https://ocaml.org/).
• ANTLR (ANother Tool for Language Recognition)
• 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.
• Azure SDK for C++
• Azure SDK for C
• C++ Client Libraries for Google Cloud Services
• Vcpkg
• CppSharp
• Thrust - level interface greatly enhances programmer productivity while enabling performance portability between GPUs and multicore CPUs. Interoperability with established technologies such as CUDA, TBB, and OpenMP integrates with existing software.
• JavaCPP
• Spdlog - only/compiled, C++ logging library.

JavaScript Libraries for Machine Learning

• Java
• The Eclipse Foundation
• Getting Started with Java
• Oracle Java certifications from Oracle University
• Java Tutorial by W3Schools
• Getting Started with Java in Visual Studio Code
• Google Java Style Guide
• Chromium Java style guide
• Get Started with OR-Tools for Java
• Gradle User Manual

JavaScript Libraries for Machine Learning

• Java SE
• JDK Development Tools
• 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++.
• 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.
• 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
• Junit
• Mockito
• SpotBugs
• YourKit
• Java Design Patterns
• Elasticsearch
• okhttp
• LeakCanary
• 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.

JavaScript Libraries for Machine Learning

• Kotlin
• Kotlin Programming Language Reference
• Kotlin style guide
• Learn the Kotlin programming language
• Get Started with Kotlin on Android
• Kotlin for cross-platform mobile development
• Using Kotlin with Quakus
• Building web applications with Spring Boot and Kotlin
• Migrating build logic from Groovy to Kotlin
• Kotlin Playground: Edit, Run, Share Kotlin Code Online
• An Absolute Beginner's Guide to Kotlin by Treehouse
• Kotlin Courses Online from Udemy
• Learning Kotlin from Codecademy
• Kotlin Bootcamp for Programmers course from Udacity
• Kotlin for cross-platform mobile development
• Get Started with Kotlin on Android

JavaScript Libraries for Machine Learning

• Android Virtual Device (AVD)
• IntelliJ IDEA
• Gradle - language development. If you're building, testing, publishing, and deploying software on any platform, Gradle offers a flexible model that can support the entire development lifecycle from compiling and packaging code to publishing web sites. Gradle is designed to support build automation across multiple languages and platforms including Java, Scala, Android, C/C++, Swift, and Groovy, which is closely integrated with development tools and continuous integration servers including Eclipse, IntelliJ, and Jenkins.
• Kotlin Xcode compatibility Gradle plugin
• Vue-kotlin
• Kotlinx-io
• Kotlinx-knit - management features.
• Kotlinx-lincheck

JavaScript Libraries for Machine Learning

• R
• An Introduction to R
• Google's R Style Guide
• R developer's guide to Azure
• Running R on AWS
• RStudio Server Pro for AWS
• Learn R by Codecademy
• Learn R Programming with Online Courses and Lessons by edX
• R Language Courses by Coursera
• Learn R For Data Science by Udacity
• Running R at Scale on Google Compute Engine
• R Language Courses by Coursera

JavaScript Libraries for Machine Learning

• VSCode-R - project.org/), including features such as extended syntax highlighting, R language service based on code analysis, interacting with R terminals, viewing data, plots, workspace variables, help pages, managing packages, and working with [R Markdown](https://rmarkdown.rstudio.com/) documents.
• Rmarkdown
• Plotly
• Metaflow - life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical statistics to state-of-the-art deep learning.
• LightGBM
• MLR
• CatBoost
• Plumber
• Drake - focused pipeline toolkit for reproducibility and high-performance computing.
• DiagrammeR
• Knitr - purpose literate programming engine in R, with lightweight API's designed to give users full control of the output without heavy coding work.
• Broom
• R Debugger
• Visual Studio Code
• Code Server
• Tabnine
• R Host
• Rplugin
• ML workspace - in-one web-based IDE specialized for machine learning and data science. It is simple to deploy and gets you started within minutes to productively built ML solutions on your own machines. ML workspace is the ultimate tool for developers preloaded with a variety of popular data science libraries (Tensorflow, PyTorch, Keras, and MXnet) and dev tools (Jupyter, VS Code, and Tensorboard) perfectly configured, optimized, and integrated.
• VSCode-R - project.org/), including features such as extended syntax highlighting, R language service based on code analysis, interacting with R terminals, viewing data, plots, workspace variables, help pages, managing packages, and working with [R Markdown](https://rmarkdown.rstudio.com/) documents.
• Drake - focused pipeline toolkit for reproducibility and high-performance computing.

JavaScript Libraries for Machine Learning

• Ruby
• Ruby Documentation
• Ruby Community
• Ruby Gems
• Ruby courses by Coursera
• Learn Ruby course by Codecademy
• Ruby in Twenty Minutes Quickstart
• Getting started with a Ruby on Rails application on CircleCI.
• Airbnb's Ruby Style Guide
• Ruby Glossary

JavaScript Libraries for Machine Learning

• RubyMine
• Rails - application framework that includes everything needed to create database-backed web applications according to the [Model-View-Controller (MVC)](https://en.wikipedia.org/wiki/Model-view-controller) pattern. Understanding the MVC pattern is key to understanding Rails. MVC divides your application into three layers: Model, View, and Controller, each with a specific responsibility.
• Active Admin
• Spree - commerce platform for Rails 6 with a modern UX, optional PWA frontend, REST API, GraphQL, several official extensions and 3rd party integrations.
• Sidekiq
• Brakeman
• fastlane
• Fluentd
• Start building with PHP on Azure
• PHP Documentation
• Prettier for Ruby
• rbenv
• Capistrano
• React-Rails
• Pry
• dotenv
• Scientist
• Kaminari
• PHP Documentation

JavaScript Libraries for Machine Learning

• PHP - purpose scripting language that is especially suited to web development. Fast, flexible and pragmatic, PHP powers everything from your blog to the most popular websites in the world.
• PHP 8
• What's New in PHP 8 - Auth0
• PHP Manual
• MIT's PHP Code Style Guide
• PHP Style Guide
• PHP tutorial by W3Schools
• PHP MySQL & CodeIgniter Course on Udemy

JavaScript Libraries for Machine Learning

• Dart - source, scalable programming language, with robust libraries and runtimes, for building web, server, and mobile apps using the Flutter framework.
• Style Guide for Flutter
• Dart and Flutter: The Complete Developer's Guide on Udemy
• 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
• Fuchsia Project
• Getting Started with Fuchsia
• Fuchsia Reference
• Contributing to Fuchsia
• Flutter Tools & techniques

JavaScript Libraries for Machine Learning

• 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.
• FlutterBoost
• Go-flutter - Flutter-Engine-Embedders) using a single code base that runs on Windows, macOS, and Linux. For rendering, [GLFW](https://github.com/go-gl/glfw) fits the job because it provides the right abstractions over the OpenGL's Buffer/Mouse/Keyboard for each platform.
• Fluro

Interfaces

• GitLab's SQL Style Guide
• OracleDB SQL Style Guide Basics
• SQL
• Transact-SQL(T-SQL) - SQL commands.
• Introduction to Transact-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
• Databases on AWS
• Best Practices and Recommendations for SQL Server Clustering in AWS EC2.
• Connecting from Google Kubernetes Engine to a Cloud SQL instance.
• MySQL Certifications
• What is NoSQL?
• Tableau CRM: BI Software and Tools
• NoSQL - SQL" to highlight that the database can handle huge volumes of rapidly changing, unstructured data in different ways than a relational (SQL-based) database with rows and tables.

JavaScript Libraries for Machine Learning

• Cisco Security Certifications
• The Red Hat Certified Specialist in Security: Linux
• Linux Professional Institute LPIC-3 Enterprise Security Certification
• Citrix Certified Associate – Networking(CCA-N)
• Citrix Certified Professional – Virtualization(CCP-V)
• CCNP Routing and Switching
• Certified Information Security Manager(CISM)
• Wireshark Certified Network Analyst (WCNA)
• Networking courses and specializations from Coursera
• Network & Security Courses from Udemy
• Network & Security Courses from edX
• Cisco Security Certifications
• Cybersecurity Courses and Certifications by Offensive Security
• Juniper Networks Certification Program Enterprise (JNCP)

JavaScript Libraries for Machine Learning

• cURL - line tool for transferring data using various network protocols(HTTP, HTTPS, FTP, FTPS, SCP, SFTP, TFTP, DICT, TELNET, LDAP LDAPS, MQTT, POP3, POP3S, RTMP, RTMPS, RTSP, SCP, SFTP, SMB, SMBS, SMTP or SMTPS). cURL is also used in cars, television sets, routers, printers, audio equipment, mobile phones, tablets, settop boxes, media players and is the Internet transfer engine for thousands of software applications in over ten billion installations.
• Authelia - source highly-available authentication server providing single sign-on capability and two-factor authentication to applications running behind [NGINX](https://nginx.org/en/).
• nginx(engine x)
• Proxmox Virtual Environment(VE) - source platform for enterprise virtualization. It inlcudes a built-in web interface that you can easily manage VMs and containers, software-defined storage and networking, high-availability clustering, and multiple out-of-the-box tools on a single solution.
• Wireshark
• cURL Fuzzer
• DoH - alone application for DoH (DNS-over-HTTPS) name resolves and lookups.
• HTTPStat
• Wuzz
• Websocat - line client for WebSockets, like netcat (or curl) for ws:// with advanced socat-like functions.

Interfaces

• OAuth 2.0 - party applications to access the user account.
• REST(REpresentational State Transfer)

Interfaces

• 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.
• Apache HBase™ - source, NoSQL, distributed big data store. It enables random, strictly consistent, real-time access to petabytes of data. HBase is very effective for handling large, sparse datasets. HBase serves as a direct input and output to the Apache MapReduce framework for Hadoop, and works with Apache Phoenix to enable SQL-like queries over HBase tables.
• ElasticSearch - capable full-text search engine with an HTTP web interface and schema-free JSON documents. Elasticsearch is developed in Java.
• Trino - us/azure/architecture/data-guide/relational-data/etl), allow them all to use standard SQL statement, and work with numerous data sources and targets all in the same system.
• Extract, transform, and load (ETL)
• Redis(REmote DIctionary Server) - memory data structure store, used as a database, cache, and message broker. It provides data structures such as strings, hashes, lists, sets, sorted sets with range queries, bitmaps, hyperloglogs, geospatial indexes, and streams.
• 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/).
• 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
• InfluxDB - us/azure/architecture/data-guide/relational-data/etl) or monitoring and alerting purposes, user dashboards, Internet of Things sensor data, and visualizing and exploring the data and more. It also has support for processing data from [Graphite](http://graphiteapp.org/).
• 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.
• 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 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.
• DBeaver
• Apache Spark - in modules for streaming, SQL, machine learning and graph processing.
• Netdata - fidelity infrastructure monitoring and troubleshooting, real-time monitoring Agent collects thousands of metrics from systems, hardware, containers, and applications with zero configuration. It runs permanently on all your physical/virtual servers, containers, cloud deployments, and edge/IoT devices, and is perfectly safe to install on your systems mid-incident without any preparation.
• Azure Data Studio
• Azure SQL Managed Instance - premises applications to the cloud with very few application and database changes. Managed instance has split compute and storage components.
• Hadoop Distributed File System (HDFS) - yarn/hadoop-yarn-site/YARN.html).
• Logstash
• Kibana
• Atlas - memory dimensional [time series database](https://en.wikipedia.org/wiki/Time_series_database).

JavaScript Libraries for Machine Learning

• Svelte Language Tools
• SvelteKit