Full Stack Web Dev

The creation and maintenance of software used  in decentralized applications is sometimes referred to as Blockchain development, this stack is a collection of languages, libraries, frameworks, and other tools useful for this purpose

BlockChain Development

How the Internet Works

This The Internet module contains links to videos and articles that cover various topics related to the Internet. The Internet is a global network of interconnected computers and servers that communicate with each other using standardized protocols. It was first developed in the late 1960s and has since become an integral part of modern society, connecting billions of people around the world to information and each other. The Internet enables communication, commerce, and the exchange of information, and has become an indispensable tool for personal and professional use.

Software Development Process

This module provides an in-depth coverage of the Software Development Process, with links to videos and articles that delve into its various topics. Software Development Process refers to a set of activities and tasks involved in creating and maintaining software products. It involves various stages such as requirement gathering, design, development, testing, and deployment. Understanding the Software Development Process is crucial for software developers, project managers, and stakeholders as it helps them plan, organize, and execute software projects in a structured and efficient manner. The resources included in this module aim to provide a comprehensive understanding of the Software Development Process, including best practices and common methodologies.

Data Structures & Algorithms

This module provides a comprehensive guide to the fundamental concepts of data structures and algorithms. The module includes links to videos and articles that cover a wide range of topics, from basic data structures like arrays and linked lists to complex algorithms such as sorting and searching. Data structures are the building blocks for many computer programs, as they provide efficient ways to store, organize and access data. Algorithms, on the other hand, are step-by-step procedures for solving problems. By studying data structures and algorithms, you will gain a deeper understanding of how to solve problems more efficiently and effectively, which is essential for many computer science and engineering careers. Whether you are a beginner or an experienced programmer, this module will help you to expand your knowledge and skills in this critical area of computer science.

Solidity

Solidity is a contract-oriented programming language used to write smart contracts on the Ethereum blockchain. Smart contracts are self-executing programs that run on the blockchain, and they are used to automate various transactions and interactions on the network. This Solidity module is designed to help you learn the basics of Solidity and how to use it to build your own smart contracts. The module contains a comprehensive set of resources, including videos, articles, and projects that cover a variety of Solidity topics. Whether you are a beginner or an experienced blockchain developer, you will find the information and resources in this module to be useful and informative.

JavaScript

JavaScript is a high-level, dynamic, and interpreted programming language that is widely used for web development and beyond. It was created in the mid-1990s and has since become one of the most popular and widely used programming languages in the world. JavaScript allows developers to create interactive and dynamic websites, as well as build complex web applications and server-side programs. It is a versatile language that can run on any modern web browser, as well as server environments like Node.js, making it an essential tool for any full-stack web developer.

Rust

Rust is a statically-typed, multi-paradigm, systems programming language that is designed to be safe, concurrent, and fast. It is known for its strong memory safety guarantees and for providing low-level control over system resources. This Rust module is designed to help you learn the basics of Rust and how to use it to build practical projects. The module contains a comprehensive set of resources, including videos, articles, and projects that cover a variety of Rust topics. Whether you are a beginner or an experienced developer, you will find the information and resources in this module to be useful and informative.

Java

Java is a class-based, object-oriented programming language that was first released in 1995. It is widely used for building large-scale, enterprise-level applications, but is also well-suited for building mobile apps, desktop applications, and web-based applications. Java is known for its "Write once, run anywhere" philosophy, meaning that Java code can run on any device that has a Java Virtual Machine installed, regardless of the underlying hardware and operating system. Java also has a large and active development community, which contributes to its stability and security, and makes it an attractive choice for companies and developers alike. Additionally, Java has a wealth of libraries and frameworks available, which makes it easier for developers to build complex applications quickly and efficiently.

This Git module provides a comprehensive learning experience for those interested in Git. Git is a widely used version control system that helps developers collaborate and manage changes to their code. It allows developers to track the history of their projects, revert to previous versions, and merge changes made by multiple contributors. This module contains links to videos and articles that cover various Git topics, from the basics of version control to advanced Git techniques. Whether you're a beginner or an experienced developer, this Git module will help you improve your skills and expand your knowledge of this essential tool for modern software development.

BlockChain

This module is a comprehensive guide to understanding blockchain technology. It begins with a definition of blockchain as a decentralized ledger for recording secure and transparent transactions across multiple computers. The module includes a range of resources, including videos and articles, that cover various aspects of blockchain, from its basic concepts to its real-world applications. Whether you are new to blockchain or looking to deepen your knowledge, This module provides a wealth of information and resources to support your learning journey.

web3js

This web3.js module is a comprehensive learning resource for developers interested in learning about web3.js, a JavaScript library that allows developers to interact with Ethereum blockchain. web3.js provides a simple and easy-to-use API to communicate with Ethereum nodes, allowing developers to perform actions such as sending transactions, querying the blockchain, and managing smart contracts. The module contains a variety of resources including videos, articles, and tutorials that cover the basics of web3.js as well as advanced topics such as smart contract development, contract deployment, and more. Whether you are new to blockchain or already have experience with Ethereum, this web3.js module is a valuable resource for developing applications that take advantage of the power of the Ethereum blockchain.

HTML & CSS

HTML and CSS are the building blocks of the web. HTML (HyperText Markup Language) is used to structure and define the content of a web page, while CSS (Cascading Style Sheets) is used to define the styles and layout of a web page. Together, HTML and CSS make it possible to create beautiful and functional websites.

This HTML & CSS learning module is a comprehensive educational program that provides individuals with the knowledge and skills needed to build dynamic and stylish web pages. The module includes a variety of materials, such as videos, articles, and projects, covering a range of HTML & CSS topics, including the basics of HTML, creating and styling web pages, working with forms, and creating responsive designs.

The learning module is structured in a way that allows individuals to work through the material at their own pace. The videos and articles provide a solid foundation in HTML & CSS, while the projects enable learners to apply their knowledge and build real-world web pages. The projects are designed to be challenging and interactive, helping learners to develop their skills and expand their knowledge.

Ethereum Programming

This Ethereum module is a comprehensive learning resource for anyone looking to master the Ethereum blockchain and smart contract development. Ethereum is a decentralized, open-source blockchain platform that enables the creation of smart contracts and decentralized applications. It provides a secure and transparent way to execute code and store data on a global network of nodes, making it an ideal platform for decentralized financial applications, supply chain management, and more. This module contains a wealth of resources, including links to videos, articles, and interactive tutorials, that are designed to help you understand the key concepts and features of Ethereum. Whether you are just starting out or looking to expand your existing skills, this Ethereum module is an excellent resource for anyone seeking to master this cutting-edge technology and build decentralized applications that run on a secure and decentralized network.

Ethers.js

This module is a comprehensive guide to understanding ethers.js, a popular JavaScript library for building decentralized applications on the Ethereum blockchain. Before diving into the module's content, it is important to understand what blockchain technology is. Blockchain is a decentralized ledger for recording secure and transparent transactions across multiple computers, it also provides a range of resources to help individuals understand and utilize ethers.js, including videos and articles that cover its key concepts, functions, and real-world applications. Whether you are a seasoned developer or new to decentralized technology, and offers a wealth of information and resources to support your learning journey with ethers.js.

Truffle

This is an introduction to Truffle, a popular development framework for building decentralized applications on the Ethereum blockchain. Truffle is a comprehensive development environment that provides tools and resources to simplify the process of building and deploying decentralized applications.
This module contains a variety of resources, including videos and articles, that provide an in-depth look at Truffle and its key concepts. The module covers everything from getting started with Truffle to advanced topics such as smart contract development and deployment. Whether you are a seasoned developer or new to decentralized technology, it provides a wealth of information and resources to support your learning journey with Truffle.

Subversion

Mercurial

Remix IDE

React.js

This React fundamentals learning module is a structured educational resource that is designed to teach individuals the basics of building web applications using the React JavaScript library. The guide covers the fundamentals of React, including topics such as components, state and props, event handling, and rendering. The guide may also cover more advanced topics, such as hooks, context, and Redux.

The learning guide is delivered in a self-paced format, allowing individuals to work through the material at their own pace. It includes variety of materials, such as video tutorials, articles, and projects, to help learners apply their knowledge and develop their skills. The guide may also include practical projects that enable learners to build real-world applications using React.

The goal of this React fundamentals learning guide is to provide individuals with the knowledge and skills needed to build web applications using the React library. Upon completion of the guide, individuals should have a solid understanding of the basics of React and be able to create dynamic and interactive user interfaces with confidence.

Next.js

This Next.js module provides a comprehensive learning experience for those interested in Next.js, a popular React-based JavaScript framework. Next.js is designed to make it easy to build high-performance and scalable web applications, with features such as automatic code splitting, server-side rendering, and optimized performance. This module contains links to videos, articles, and projects that cover various Next.js topics, from the basics of setting up a Next.js project to advanced techniques for building dynamic web applications. Whether you're a beginner or an experienced React developer, this Next.js module will help you improve your skills and expand your knowledge of this essential tool for modern web development.

AngularJS

This Angular.js learning module is a comprehensive educational program that provides individuals with the knowledge and skills needed to build dynamic, interactive web applications using the Angular.js framework. The module includes a variety of materials, such as videos, articles, and projects, covering a range of Angular.js topics, including the basics of Angular.js, components, directives, services, and modules. The module also covers more advanced topics, such as reactive forms, animations, and advanced routing.

The learning module is structured in a way that allows individuals to work through the material at their own pace. The videos and articles provide a solid foundation in Angular.js, while the projects enable learners to apply their knowledge and build real-world applications. The projects are designed to be challenging and interactive, helping learners to develop their skills and expand their knowledge.

The goal of this Angular.js learning module is to provide individuals with the skills and knowledge needed to build modern, dynamic, and interactive web applications using Angular.js. Upon completion of the module, individuals should have a solid understanding of the Angular.js framework and be able to build and deploy complex web applications with confidence.

Spring Boot

Spring Boot is a Java-based framework used for building production-ready applications quickly. It is a part of the Spring framework, and provides a simple way to create stand-alone, production-grade Spring-based applications with minimal configuration.

Spring Boot provides a wide range of features for building web applications, including an embedded web server, support for connecting to databases, and built-in security features. It also integrates with other popular Java frameworks, such as Hibernate for ORM, Jackson for JSON parsing, and Thymeleaf for template rendering.

The main goal of Spring Boot is to make it easy to create production-ready applications with minimal fuss. It provides a convention-over-configuration approach, which means that it follows established design patterns and provides sensible defaults, allowing developers to get up and running quickly. Additionally, Spring Boot has a large and active community of developers who have created a wealth of libraries and plugins, making it easier to build and extend applications.

Node.js

This Node.js learning module is a structured educational program that is designed to teach individuals the basics of building server-side applications using the Node.js platform. The module covers the fundamentals of Node.js, including topics such as the Node.js runtime environment, the event loop, modules, and the Node.js Package Manager (npm). The module may also cover more advanced topics, such as working with HTTP and APIs, file systems, and databases.

The learning module is delivered in a self-paced format, allowing individuals to work through the material at their own pace. It may include a variety of materials, such as video tutorials, interactive exercises, and coding challenges, to help learners apply their knowledge and develop their skills. The module may also include practical projects that enable learners to build real-world server-side applications using Node.js.

The goal of this Node.js learning module is to provide individuals with the knowledge and skills needed to build fast, scalable, and efficient server-side applications using Node.js. Upon completion of the module, individuals should have a solid understanding of the basics of Node.js and be able to build and deploy server-side applications with confidence.

GitLab CI

This GitLab CI module is designed to provide you with a comprehensive understanding of GitLab CI, a powerful continuous integration tool. With links to videos and articles, this module covers everything from the basics of GitLab CI to advanced topics such as pipeline creation, job scheduling, and custom scripting. GitLab CI is an integral part of the GitLab platform, allowing developers to automate the building, testing, and deployment of their applications. Whether you are a beginner or an experienced software developer, this module will provide you with the knowledge you need to effectively use GitLab CI to improve your workflow and streamline your software development process.

GitHub Actions

This GitHub Actions module is designed to help individuals understand the features and capabilities of GitHub Actions. The module contains links to videos and articles that cover various topics related to GitHub Actions. GitHub Actions is a continuous integration and delivery (CI/CD) platform that provides a way to automate software workflows. It integrates seamlessly with GitHub, allowing users to build, test, and deploy their code directly from the repository. With GitHub Actions, users can automate common tasks such as building and testing, as well as more complex workflows such as deploying to multiple environments. The platform offers a rich set of tools and integrations that allow users to build and run their CI/CD pipelines with ease. Whether you're a beginner or an experienced developer, "This GitHub Actions module" is a valuable resource for learning and mastering this powerful platform.

Nest.js

This Nest.js module is designed to help you learn the basics of Nest.js, a progressive Node.js framework for building efficient and scalable server-side applications. It covers the key concepts and features of Nest.js, including its architecture, modular design, and powerful tools for building web applications. The module contains a variety of resources, including links to videos, articles, and interactive tutorials that are designed to help you understand the framework and its capabilities. Whether you're a beginner or an experienced developer, this Nest.js module is an excellent resource for anyone looking to enhance their skills and develop high-quality server-side applications.

learn-blockchain-development

A guide to understanding the required tools and also for tracking your self learning progression as you learn about AI & machine learning

AI and Machine Learning

Python

Python is dynamically-typed and garbage-collected. It supports multiple programming paradigms, including structured (particularly procedural), object-oriented and functional programming. It is often described as a "batteries included" language due to its comprehensive standard library.
Guido van Rossum began working on Python in the late 1980s as a successor to the ABC programming language and first released it in 1991 as Python 0.9.0. Python 2.0 was released in 2000 and introduced new features such as list comprehensions, cycle-detecting garbage collection, reference counting, and Unicode support. Python 3.0, released in 2008, was a major revision that is not completely backward-compatible with earlier versions. Python 2 was discontinued with version 2.7.18 in 2020.


R is a powerful and widely used programming language for data analysis and statistical computing. It is known for its ability to handle large datasets, perform complex calculations, and create compelling visualizations. This R module is designed to help you learn the basics of R and how to use it to build practical projects. The module contains a comprehensive set of resources, including videos, articles, and projects that cover a variety of R topics. Whether you are a beginner or an experienced data analyst, you will find the information and resources in this module to be useful and informative.

MATLAB

This MATLAB module provides links to videos and articles that cover a wide range of topics related to MATLAB. MATLAB is a powerful numerical computing and data visualization software used by engineers, scientists, and researchers across various industries. It is a high-level programming language that allows users to perform complex computations, visualize data, and develop algorithms. With its intuitive syntax and advanced data analysis capabilities, MATLAB has become an indispensable tool for many professionals in the fields of engineering, science, and mathematics. The resources provided in this module will help users get started with MATLAB and gain a deeper understanding of its capabilities and applications.

TensorFlow

This TensorFlow module is designed to provide a comprehensive learning experience for those interested in TensorFlow. TensorFlow is an open-source software library for machine learning and deep learning. It allows developers to build and train complex models, perform a wide range of mathematical operations, and deploy models to various platforms, such as cloud services, desktop, and mobile devices. This module contains links to videos, articles, and projects that cover various TensorFlow topics, from the basics to advanced techniques. Whether you're a beginner or an experienced developer, this TensorFlow module will help you improve your skills and expand your knowledge of this essential tool for modern machine learning and artificial intelligence.

Keras

This Keras module is a comprehensive learning resource for anyone looking to master the Keras deep learning library. Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. It provides a simplified interface for creating and training deep learning models, allowing developers to focus on building and fine-tuning their models rather than writing complex low-level code. This module contains a wealth of resources, including links to videos, articles, and interactive tutorials, that are designed to help you understand the key concepts and features of Keras. Whether you are just starting out or looking to expand your existing skills, this Keras module is an excellent resource for anyone seeking to master this powerful library and build cutting-edge deep learning models with ease.

PyTorch

This PyTorch module is a comprehensive learning resource for anyone looking to master the PyTorch framework for deep learning. PyTorch is a popular open-source machine learning library that provides a seamless path from research to production. It is known for its ease of use, flexibility, and performance, making it an ideal choice for a wide range of deep learning applications. This module contains a wealth of resources, including links to videos, articles, and interactive tutorials, that are designed to help you understand the key concepts and features of PyTorch. Whether you are just starting out or looking to expand your existing skills, this PyTorch module is an excellent resource for anyone seeking to master this powerful framework and build cutting-edge deep learning models.

Django

Django is a high-level, open-source web framework written in Python. It was created in 2003 with the goal of making it easier for developers to build and maintain complex web applications. Django follows the Model-View-Template (MVT) architectural pattern and emphasizes reusability and "Don't Repeat Yourself" (DRY) principles, making it a highly efficient and scalable framework for web development.

Flask

Flask is a micro web framework written in Python. It is a minimalist framework that provides the basics for building a web application, and allows developers to build the rest of the application from scratch. This makes Flask highly flexible and suitable for small to medium-sized web applications, as well as for prototyping and building simple web APIs.

Flask is based on the Model-View-Controller (MVC) architectural pattern, and provides a simple way to route URLs to functions that handle incoming requests. It also includes a lightweight templating engine for rendering HTML, and has support for storing and retrieving data from databases.

Despite its simplicity, Flask is highly extensible and can be integrated with other libraries and frameworks to add additional functionality. This, combined with its small size and ease of use, makes Flask a popular choice for building web applications, especially for those who prefer a minimalist and unopinionated approach to web development.

Kubernetes

This Kubernetes module is the perfect resource for anyone looking to learn about the leading open-source platform for automating the deployment, scaling, and management of containerized applications. Kubernetes was designed to help organizations manage their cloud-native applications in a more efficient and scalable manner. The module contains links to videos, articles, and projects that cover all aspects of Kubernetes, from the basics of containerization to advanced topics such as networking and security. Whether you are just starting out with Kubernetes or have some experience and are looking to improve your skills, this module will provide a comprehensive learning experience and help you gain a deeper understanding of this essential tool for modern application development and deployment.

Docker

Docker is a platform for building, shipping, and running distributed applications. It uses containers, which are lightweight and portable units of software that allow developers to package their applications and dependencies into a single unit that can run on any infrastructure. This Docker module is designed to help you learn the basics of Docker and how to use it to build and manage your own applications. The module contains a comprehensive set of resources, including videos, articles, and projects that cover a variety of Docker topics. Whether you are a beginner or an experienced developer, you will find the information and resources in this module to be useful and informative.

AWS Neptune

TensorBoard

Comet

AWS Machine Learning

Apache Mahout

Google Colab

Azure Machine Learning

learn-java

Apache OpenLP

Deeplearning4j

TorchOpt

learn-machine-learning

The Frontend is the client side of any web application, it handles the user interaction and displays information to the user. This stack is a collection of languages, frameworks, libraries, and other useful tools for frontend web development

Frontend Web Development

The HyperText Markup Language or HTML is the standard markup language for documents designed to be displayed in a web browser. It can be assisted by technologies such as Cascading Style Sheets (CSS) and scripting languages such as JavaScript. HTML. (HyperText Markup Language).

Cascading Style Sheets is a style sheet language used for describing the presentation of a document written in a markup language such as HTML or XML. CSS is a cornerstone technology of the World Wide Web, alongside HTML and JavaScript.

JavaScript often abbreviated JS, is a programming language that is one of the core technologies of the World Wide Web, alongside HTML and CSS. As of 2022, 98% of websites use JavaScript on the client-side for web page behavior, often incorporating third-party libraries. All major web browsers have a dedicated JavaScript engine to execute the code on users' devices.
JavaScript is a high-level, often just-in-time compiled language that conforms to the ECMAScript standard. It has dynamic typing, prototype-based object orientation, and first-class functions. It is multi-paradigm, supporting event-driven, functional, and imperative programming styles. It has application programming interfaces (APIs) for working with text, dates, regular expressions, standard data structures, and the Document Object Model (DOM).


Ruby

Ruby is an interpreted, high-level, general-purpose programming language which supports multiple programming paradigms. It was designed with an emphasis on programming productivity and simplicity. In Ruby, everything is an object, including primitive data types. It was developed in the mid-1990s by Yukihiro "Matz" Matsumoto in Japan.
Ruby is dynamically typed and uses garbage collection and just-in-time compilation. It supports multiple programming paradigms, including procedural, object-oriented, and functional programming. According to the creator, Ruby was influenced by Perl, Smalltalk, Eiffel, Ada, BASIC, and Lisp.


PHP is a general-purpose scripting language geared toward web development. It was originally created by Danish-Canadian programmer Rasmus Lerdorf in 1994. The PHP reference implementation is now produced by The PHP Group.

React is a free and open-source front-end JavaScript library for building user interfaces or UI components.

AngularJS is a JavaScript-based open-source front-end web framework for developing single-page applications. It is maintained mainly by Google and a community of individuals and corporations.

VueJS

Vue.js is an open-source model–view–viewmodel front end JavaScript framework for building user interfaces and single-page applications. It was created by Evan You, and is maintained by him and the rest of the active core team members.

Sass

Sass is a preprocessor scripting language that is interpreted or compiled into Cascading Style Sheets. SassScript is the scripting language itself. Sass consists of two syntaxes. The original syntax, called "the indented syntax," uses a syntax similar to Haml.

Ruby On Rails

Ruby on Rails, or Rails, is a server-side web application framework written in Ruby.

Next.js is an open-source web development framework created by Vercel enabling React-based web applications with server-side rendering and generating static websites.  React documentation mentions Next.js among "Recommended Toolchains" advising it to developers as a solution when "Building a server-rendered website with Node.js".

Gatsby

Gatsby is a React-based open source framework for creating websites. Whether your site has 100 pages or 100,000 pages—if you care deeply about performance, scalability, and built-in security—you'll love building with us. Start pulling data from your favorite headless CMS easily!

Handlebars

Handlebars is a simple templating language. It uses a template and an input object to generate HTML or other text formats. Handlebars templates look like regular text with embedded Handlebars expressions.

Wordpress

WordPress is a free and open-source content management system written in PHP and paired with a MySQL or MariaDB database with supported HTTPS. Features include a plugin architecture and a template system, referred to within WordPress as Themes.

LESS

Less (which stands for Leaner Style Sheets) is a backwards-compatible language extension for CSS. This is the official documentation for Less, the language and Less.js, the JavaScript tool that converts your Less styles to CSS styles.

Tailwind CSS

A utility-first CSS framework packed with classes like flex, pt-4, text-center and rotate-90 that can be composed to build any design, directly in your markup.

ChakraUI

Chakra UI is a simple, modular and accessible component library that gives you the building blocks you need to build your React applications.

Material UI

MUI offers a comprehensive suite of UI tools to help you ship new features faster. Start with Material UI, our fully-loaded component library, or bring your own design system to our production-ready components.

Bootstrap

Powerful, extensible, and feature-packed frontend toolkit. Build and customize with Sass, utilize prebuilt grid system and components, and bring projects to life with powerful JavaScript plugins.

Webpack

At its core, webpack is a static module bundler for modern JavaScript applications. When webpack processes your application, it internally builds a dependency graph from one or more entry points and then combines every module your project needs into one or more bundles, which are static assets to serve your content from.

Gulp.js

gulp is an open-source JavaScript toolkit created by Eric Schoffstall used as a streaming build system in front-end web development.

Grunt.js

Grunt is a JavaScript task runner, a tool used to automatically perform frequent tasks such as minification, compilation, unit testing, and linting. It uses a command-line interface to run custom tasks defined in a file. Grunt was created by Ben Alman and is written in Node.js. It is distributed via npm.

Git is free and open source software for distributed version control: tracking changes in any set of files, usually used for coordinating work among programmers collaboratively developing source code during software development.

The Internet (or internet) is the global system of interconnected computer networks that uses the Internet protocol suite (TCP/IP) to communicate between networks and devices. It is a network of networks that consists of private, public, academic, business, and government networks of local to global scope, linked by a broad array of electronic, wireless, and optical networking technologies. 

In computer science, a data structure is a data organization, management, and storage format that is usually chosen for efficient access to data. More precisely, a data structure is a collection of data values, the relationships among them, and the functions or operations that can be applied to the data, i.e., it is an algebraic structure of data.

Every aspect of software development is performed as part of a well-planned process involving multiple team members playing various roles in the activity, this module contains some of the concepts you should master to understand the software development process

Django is a Python-based free and open-source web framework that follows the model–template–views architectural pattern.

learn-frontend-web-development

The backend is the server side of a web application, it handles most of the logical computations, data storage, aggregation and management, it also includes some DevOps tools and processes.

Backend Web Development

Java is a high-level, class-based, object-oriented programming language that is designed to have as few implementation dependencies as possible. It is a general-purpose programming language intended to let programmers write once, run anywhere (WORA), meaning that compiled Java code can run on all platforms that support Java without the need to recompile. Java applications are typically compiled to bytecode that can run on any Java virtual machine (JVM) regardless of the underlying computer architecture. The syntax of Java is similar to C and C++, but has fewer low-level facilities than either of them. The Java runtime provides dynamic capabilities (such as reflection and runtime code modification) that are typically not available in traditional compiled languages. As of 2019, Java was one of the most popular programming languages in use according to GitHub, particularly for client–server web applications, with a reported 9 million developers.

The Spring Framework is an application framework and inversion of control container for the Java platform and can be used by any Java application

Flask is a micro web framework written in Python. It is classified as a micro-framework because it does not require particular tools or libraries.

MongoDB

MongoDB is a source-available cross-platform document-oriented database program. Classified as a NoSQL database program, MongoDB uses JSON-like documents with optional schemas. MongoDB is developed by MongoDB Inc. and licensed under the Server Side Public License which is deemed non-free by several distributions.

MySQL

MySQL is an open-source relational database management system (RDBMS). Its name is a combination of "My", the name of co-founder Michael Widenius's daughter My, and "SQL", the abbreviation for Structured Query Language. A relational database organizes data into one or more data tables in which data may be related to each other; these relations help structure the data. SQL is a language programmers use to create, modify and extract data from the relational database, as well as control user access to the database. In addition to relational databases and SQL, an RDBMS like MySQL works with an operating system to implement a relational database in a computer's storage system, manages users, allows for network access, and facilitates testing database integrity and creation of backups.

PostgreSQL

PostgreSQL is a powerful, open source object-relational database system with over 30 years of active development that has earned it a strong reputation for reliability, feature robustness, and performance. There is a wealth of information to be found describing how to install and use PostgreSQL through the official documentation. 

Node.js is an open-source, cross-platform, back-end JavaScript runtime environment that runs on the V8 engine and executes JavaScript code outside a web browser.

Koa is a new web framework designed by the team behind Express, which aims to be a smaller, more expressive, and more robust foundation for web applications and APIs. By leveraging async functions, Koa allows you to ditch callbacks and greatly increase error-handling. Koa does not bundle any middleware within its core, and it provides an elegant suite of methods that make writing servers fast and enjoyable.

Nest (NestJS) is a framework for building efficient, scalable Node.js server-side applications. It uses progressive JavaScript, is built with and fully supports TypeScript (yet still enables developers to code in pure JavaScript) and combines elements of OOP (Object Oriented Programming), FP (Functional Programming), and FRP (Functional Reactive Programming).

Sails.js

Sails makes it easy to build custom, enterprise-grade Node.js apps. Build practical, production-ready Node.js apps in a matter of weeks, not months. Sails is the most popular MVC framework for Node.js, designed to emulate the familiar MVC pattern of frameworks like Ruby on Rails, but with support for the requirements of modern apps: data-driven APIs with a scalable, service-oriented architecture.

Redis

Redis (Remote Dictionary Server) is an in-memory data structure store, used as a distributed, in-memory key–value database, cache and message broker, with optional durability. Redis supports different kinds of abstract data structures, such as strings, lists, maps, sets, sorted sets, HyperLogLogs, bitmaps, streams, and spatial indices. The project was developed and maintained by Salvatore Sanfilippo, starting in 2009. From 2015 until 2020, he led a project core team sponsored by Redis Labs. Salvatore Sanfilippo left Redis as the maintainer in 2020. It is open-source software released under a BSD 3-clause license. In 2021, not long after the original author and main maintainer left, Redis Labs dropped the Labs from its name and now is known simply as "Redis".

Docker is a set of platform as a service products that use OS-level virtualization to deliver software in packages called containers. The service has both free and premium tiers. The software that hosts the containers is called Docker Engine. It was first started in 2013 and is developed by Docker, Inc.

Kubernetes is an open-source container orchestration system for automating software deployment, scaling, and management. Google originally designed Kubernetes, but the Cloud Native Computing Foundation now maintains the project.

NGINX

NGINX provides a suite of products form the core of what organizations need to deliver applications with performance, reliability, security, and scale.

Apache

The Apache HTTP Server Project is a collaborative software development effort aimed at creating a robust, commercial-grade, featureful, and freely-available source code implementation of an HTTP (Web) server. The project is jointly managed by a group of volunteers located around the world, using the Internet and the Web to communicate, plan, and develop the server and its related documentation.

Apache Kafka

Apache Kafka is a distributed event store and stream-processing platform. It is an open-source system developed by the Apache Software Foundation written in Java and Scala. The project aims to provide a unified, high-throughput, low-latency platform for handling real-time data feeds.

RabbitMQ

RabbitMQ is an open-source message-broker software that originally implemented the Advanced Message Queuing Protocol and has since been extended with a plug-in architecture to support Streaming Text Oriented Messaging Protocol, MQ Telemetry Transport, and other protocols.

Laravel

Laravel is a free and open-source PHP web framework, created by Taylor Otwell and intended for the development of web applications following the model–view–controller architectural pattern and based on Symfony.

CockroachDB

CockroachDB is the SQL database for building global, scalable cloud services that survive disasters.

MariaDB

MariaDB Server is one of the most popular open source relational databases. It’s made by the original developers of MySQL and guaranteed to stay open source. It is part of most cloud offerings and the default in most Linux distributions. It is built upon the values of performance, stability, and openness, and MariaDB Foundation ensures contributions will be accepted on technical merit. Recent new functionality includes advanced clustering with Galera Cluster 4, compatibility features with Oracle Database and Temporal Data Tables, allowing one to query the data as it stood at any point in the past.

GitLab provides all of the essential DevOps tools in one DevOps platform. From idea to production, GitLab helps teams improve cycle time from weeks to minutes, reduce development costs, speed time to market, and deliver more secure and compliant applications.

GitHub Actions makes it easy to automate all your software workflows, now with world-class CI/CD. Build, test, and deploy your code right from GitHub. Make code reviews, branch management, and issue triaging work the way you want.

Jenkins

The leading open source automation server, Jenkins provides hundreds of plugins to support building, deploying and automating any project.

C# is a general-purpose, multi-paradigm programming language encompassing static typing, strong typing, lexically scoped, imperative, declarative, functional, generic, object-oriented, and component-oriented programming disciplines.

ASP.NET

ASP.NET is an open-source, server-side web-application framework designed for web development to produce dynamic web pages. It was developed by Microsoft to allow programmers to build dynamic web sites, applications and services. The name stands for Active Server Pages Network Enabled Technologies.

learn-backend-web-development

A collection of essential languages, tools, and frameworks useful to have a good understanding of Data science and analysis fundamentals.

Data Science

R is a programming language for statistical computing and graphics supported by the R Core Team and the R Foundation for Statistical Computing. Created by statisticians Ross Ihaka and Robert Gentleman, R is used among data miners, bioinformaticians and statisticians for data analysis and developing statistical software. Users have created packages to augment the functions of the R language.

This module is a comprehensive guide to understanding SQL (Structured Query Language), the standard language for managing and manipulating relational databases. SQL is used in many different applications, from managing small personal databases to large enterprise system. It contains a range of resources, including videos and articles, that provide an in-depth look at SQL and its key concepts. The module covers everything from basic SQL queries and commands to more advanced topics such as database design and management. Whether you are a beginner or an experienced developer, it provides a wealth of information and resources to support your learning journey with SQL. You will learn how to create, modify, and retrieve data from databases, as well as how to write complex queries and optimize database performance. By the end of the module, you will have a solid foundation in SQL and be able to apply your knowledge to a variety of real-world scenarios.

This MySQL fundamentals learning module is a structured educational resource that is designed to teach individuals the basics of using the MySQL database management system. The guide typically covers the fundamentals of MySQL, including topics such as data types, SQL syntax, creating and manipulating tables, and querying data. The guide may also cover more advanced topics, such as data modeling, indexing, transactions, and stored procedures. The module may also include practical projects that enable learners to build and manage real-world databases using MySQL.

This PostgreSQL module is a comprehensive learning resource for anyone looking to master the PostgreSQL database management system. PostgreSQL, commonly known as "Postgres", is a powerful and open-source relational database management system with a strong reputation for reliability, feature richness, and performance. It is widely used in a variety of applications, including web development, data analysis, and business intelligence. This module contains a wealth of resources, including links to videos, articles, and interactive tutorials, that are designed to help you understand the key concepts and features of PostgreSQL. Whether you are just starting out or looking to expand your existing knowledge, this PostgreSQL module is an excellent resource for anyone seeking to master this powerful database management system.

Microsoft SQL Server

This module is a comprehensive guide to understanding Microsoft SQL Server, a relational database management system developed by Microsoft. SQL Server is used by many businesses and organizations to manage large volumes of data and support critical business processes, it contains a range of resources, including videos and articles, that provide an in-depth look at SQL Server and its key concepts. The module covers everything from getting started with SQL Server to advanced topics such as database design and administration. Whether you are a beginner or an experienced developer, this module provides a wealth of information and resources to support your learning journey with SQL Server. You will learn how to install and configure SQL Server, as well as how to create and manage databases, tables, and other database objects. By the end of the module, you will have a solid understanding of SQL Server and be able to apply your knowledge to a variety of real-world scenarios.

IBM Db2 Database

This module is a comprehensive guide to understanding IBM Db2, a relational database management system developed by IBM. Db2 is used by many businesses and organizations to manage large volumes of data and support critical business processes. It contains a range of resources, including videos and articles, that provide an in-depth look at Db2 and its key concepts. The module covers everything from getting started with Db2 to advanced topics such as database design and administration. Whether you are a beginner or an experienced developer, it also provides a wealth of information and resources to support your learning journey with Db2. You will learn how to install and configure Db2, as well as how to create and manage databases, tables, and other database objects. By the end of the module, you will have a solid understanding of Db2 and be able to apply your knowledge to a variety of real-world scenarios.

MongoDB is a popular, open-source NoSQL database management system. Unlike traditional relational databases, MongoDB stores data in a flexible, JSON-like document format, which makes it easier to handle complex, unstructured data. MongoDB is horizontally scalable, meaning that it can easily handle large amounts of data and handle high traffic loads, making it a popular choice for modern web and mobile applications. Additionally, MongoDB provides powerful indexing and aggregation capabilities, making it easy to analyze large datasets and perform complex queries. With its ease of use and scalability, MongoDB has become one of the most widely adopted NoSQL databases, and is used by companies of all sizes to handle their big data needs.

ElasticSearch

This ElasticSearch module is designed for those who want to learn about the basics and advanced features of ElasticSearch. ElasticSearch is a highly scalable, open-source, full-text search and analytics engine. It provides a distributed, multitenant-capable full-text search engine with an HTTP web interface and schema-free JSON documents. With this module, you will have access to links to videos and articles covering topics such as installation, indexing, querying, and more. Whether you're a beginner or have experience with search engines, this ElasticSearch module will provide you with a comprehensive understanding of this powerful tool.

Neo4j

This module is a comprehensive guide to understanding Neo4j, a graph database management system. Neo4j is used by many businesses and organizations to manage complex, connected data and support critical business processes. It contains a range of resources, including videos and articles, that provide an in-depth look at Neo4j and its key concepts. The module covers everything from getting started with Neo4j to advanced topics such as graph database design and administration. Whether you are a beginner or an experienced developer, This module provides a wealth of information and resources to support your learning journey with Neo4j. You will learn how to install and configure Neo4j, as well as how to create and manage graph databases, nodes, relationships, and other graph database objects. By the end of the module, you will have a solid understanding of Neo4j and be able to apply your knowledge to a variety of real-world scenarios.

Cassandra DB

This module is a comprehensive guide to understanding Apache Cassandra, a highly scalable, distributed NoSQL database management system. Cassandra is used by many businesses and organizations to manage large volumes of data and support critical business processes. This module contains a range of resources, including videos and articles, that provide an in-depth look at Cassandra and its key concepts. The module covers everything from getting started with Cassandra to advanced topics such as data modeling and administration. Whether you are a beginner or an experienced developer, This module provides a wealth of information and resources to support your learning journey with Cassandra. You will learn how to install and configure Cassandra, as well as how to create and manage databases, tables, and other database objects. By the end of the module, you will have a solid understanding of Cassandra and be able to apply your knowledge to a variety of real-world scenarios.

CouchDB

This module is a comprehensive guide to understanding Apache CouchDB, a NoSQL database management system that uses a document-oriented model for storing and retrieving data. CouchDB is used by many businesses and organizations to manage data that is constantly changing and evolving. It contains a range of resources, including videos and articles, that provide an in-depth look at CouchDB and its key concepts. The module covers everything from getting started with CouchDB to advanced topics such as replication and conflict resolution. Whether you are a beginner or an experienced developer, this module provides a wealth of information and resources to support your learning journey with CouchDB. You will learn how to install and configure CouchDB, as well as how to create and manage databases, documents, and other database objects. By the end of the module, you will have a solid understanding of CouchDB and be able to apply your knowledge to a variety of real-world scenarios.

Google BigQuery

This Google BigQuery module provides a comprehensive learning experience for those interested in working with big data. Google BigQuery is a fully managed, cloud-native data warehousing solution that enables super-fast SQL queries using the processing power of Google's infrastructure. It allows developers to store, analyze, and retrieve vast amounts of data in real-time, making it ideal for a wide range of big data use cases, from simple data analytics to complex machine learning applications. This module contains links to videos, articles, and projects that cover various aspects of Google BigQuery, from the basics to advanced techniques. Whether you're a beginner or an experienced data analyst, this Google BigQuery module will help you improve your skills and expand your knowledge of this essential tool for modern data analysis.

SAP Data Warehouse Cloud

Apache Spark

This Apache Spark module provides a comprehensive learning experience for those interested in big data processing and analysis. Apache Spark is a powerful open-source framework for distributed data processing and analysis. It allows developers to process and analyze large datasets quickly and efficiently by leveraging its in-memory computing capabilities. This module contains links to videos and articles that cover various Apache Spark topics, from the basics to advanced techniques. Whether you're a beginner or an experienced data scientist, this Apache Spark module will help you improve your skills and expand your knowledge of this essential tool for modern big data processing and analysis.

Snowflake

This module is a comprehensive guide to understanding Snowflake, a cloud-based data warehousing platform that allows users to store and analyze large amounts of data. Snowflake is used by many businesses and organizations to manage their data and generate insights that can inform important decisions. This module contains a range of resources, including videos and articles, that provide an in-depth look at Snowflake and its key concepts. The module covers everything from getting started with Snowflake to advanced topics such as data modeling and query optimization. Whether you are a beginner or an experienced data analyst, This module provides a wealth of information and resources to support your learning journey with Snowflake. You will learn how to create and manage data warehouses, as well as how to perform queries and analyses using the Snowflake interface. By the end of the module, you will have a solid understanding of Snowflake and be able to apply your knowledge to a variety of real-world scenarios.

Microsoft Excel

This module is a comprehensive guide to understanding Microsoft Excel, a popular spreadsheet software that is used by businesses and individuals to manage and analyze data. Excel is used for a wide range of tasks, from simple calculations to complex data analysis and visualization. This module contains a range of resources, including videos and articles, that provide an in-depth look at Excel and its key concepts. The module covers everything from getting started with Excel to advanced topics such as macros and pivot tables.
Whether you are a beginner or an experienced Excel user, This module provides a wealth of information and resources to support your learning journey with Excel. You will learn how to create and manage spreadsheets, as well as how to perform calculations and analyses using the many tools and functions available in Excel. By the end of the module, you will have a solid understanding of Excel and be able to apply your knowledge to a variety of real-world scenarios.

AWS Redshift

This module is a comprehensive guide to understanding AWS Redshift, a cloud-based data warehousing service that allows users to store and analyze large amounts of data. Redshift is used by many businesses and organizations to manage their data and generate insights that can inform important decisions. This module contains a range of resources, including videos and articles, that provide an in-depth look at Redshift and its key concepts. The module covers everything from getting started with Redshift to advanced topics such as data modeling and query optimization. Whether you are a beginner or an experienced data analyst, This module provides a wealth of information and resources to support your learning journey with Redshift. You will learn how to create and manage data warehouses, as well as how to perform queries and analyses using the Redshift interface. By the end of the module, you will have a solid understanding of Redshift and be able to apply your knowledge to a variety of real-world scenarios.

Azure Synapse Analytics

This module is a learning resource that provides a comprehensive overview of Azure Synapse Analytics, a cloud-based analytics service that allows users to analyze large amounts of data and generate insights. Azure Synapse Analytics is a powerful tool that can help businesses and organizations make informed decisions based on data. The module contains a range of resources, including videos and articles, that cover the key concepts and features of Azure Synapse Analytics. These resources are designed to help you get up and running with the service quickly and easily, whether you are a beginner or an experienced data analyst. The module covers a wide range of topics, including how to create and manage data warehouses, how to analyze and visualize data, and how to use Azure Synapse Analytics in conjunction with other Azure services. By the end of the module, you will have a deep understanding of Azure Synapse Analytics and be able to apply your knowledge to real-world scenarios.

Stacks

The creation and maintenance of software used in decentralized applications is sometimes referred to as Blockchain development, this stack is a collection of languages, libraries, frameworks, and other tools useful for this purpose

A guide to understanding the required tools and also for tracking your self learning progression as you learn about AI & machine learning

The Frontend is the client side of any web application, it handles the user interaction and displays information to the user. This stack is a collection of languages, frameworks, libraries, and other useful tools for frontend web development

The backend is the server side of a web application, it handles most of the logical computations, data storage, aggregation and management, it also includes some DevOps tools and processes.

A collection of essential languages, tools, and frameworks useful to have a good understanding of Data science and analysis fundamentals.

This is a collection of tools useful for client-side, server-side, DevOps and other aspects of web developement.

This refers to creating software meant to control machines and other hardware, these systems are referred to as embedded systems and this stack contains some skills required to write this software.

This collection of DevOps tools is useful for anyone looking to acquire DevOps skills or knowledge, it also contains a detailed flow of how to learn them

Ethical hacking, also known as "penetration testing," is the practice of identifying vulnerabilities and weaknesses in computer systems and networks with the goal of improving their security. This stack is a collection of tools that are useful for ethical hacking.

This stack is a collection of tools useful for developing mobile apps