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resources.html
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<!doctype html>
<html lang="en">
<head>
<!-- Required meta tags -->
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<!-- Bootstrap CSS -->
<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet"
integrity="sha384-EVSTQN3/azprG1Anm3QDgpJLIm9Nao0Yz1ztcQTwFspd3yD65VohhpuuCOmLASjC" crossorigin="anonymous">
<link rel="stylesheet" href="home.css">
<link rel="stylesheet" href="resources.css">
</link>
<link rel="stylesheet" href="https://unpkg.com/aos@next/dist/aos.css" />
<link rel="icon" href="asci-svg.png" type="image/gif" sizes="20x20">
<!-- Bootstrap Icons -->
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/font/bootstrap-icons.css">
<title>ASCI, COEP</title>
</head>
<body style="background-color: black; color: white;">
<!-- =========== scroll up ============== -->
<a id="scroll-up-btn" href="#goToTop" title="Go to top" style="position: fixed;top: 90vh;right: 1vw;
visibility:hidden;transition: all 0.5s ease-out;">
<img src="projects_images/icons8-scroll-up-48.png" style="height: 2.5em; width: 2.5em;" alt="...">
</a>
<script>
const scrollUpBtn = document.getElementById('scroll-up-btn')
window.onscroll = function () { scrollFunction() };
function scrollFunction() {
if (document.body.scrollTop > 45 || document.documentElement.scrollTop > 45) {
scrollUpBtn.style.visibility = "visible";
} else {
scrollUpBtn.style.visibility = "hidden";
}
}
</script>
<!-- ===================================================== -->
<script defer src="https://use.fontawesome.com/releases/v5.0.13/js/all.js"
integrity="sha384-xymdQtn1n3lH2wcu0qhcdaOpQwyoarkgLVxC/wZ5q7h9gHtxICrpcaSUfygqZGOe"
crossorigin="anonymous"></script>
<header id="goToTop">
<nav class="navbar navbar-expand-md navbar-dark" style="background-color:#1A2634">
<a class="navbar-brand logo" href="index.html"><img style="border-radius: 5px;" height=50px; width=170px;
src="ASCI_LOGO.jpg"></a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarCollapse"
aria-controls="navbarCollapse" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarCollapse">
<ul class="navbar-nav me-auto text-center">
<li class="nav-item">
<a class="nav-link " href="home.html">Home</a>
</li>
<li class="nav-item">
<a class="nav-link" href="events.html">Events</a>
</li>
<li class="nav-item">
<a class="nav-link active" href="resources.html">Resources</a>
</li>
<li class="nav-item">
<a class="nav-link" href="projects.html">Projects</a>
</li>
<li class="nav-item">
<a class="nav-link" href="interviews.html">Interview Diaries</a>
</li>
<li class="nav-item">
<a class="nav-link" href="team/team21-22.html">Team</a>
</li>
</ul>
<ul class="navbar-nav mr-auto disappear">
<li><a href="https://www.coep.org.in" target="_blank"><img class="coep-logo-img" width=120px
src="./COEP_logo.png"></a></li>
</ul>
</div>
</nav>
</header>
<!-- Learning Paths Carousel -->
<div id="carouselExampleDark" class="learning-path carousel carousel slide container" data-bs-ride="carousel">
<!-- <ol class="carousel-indicators">
<li data-bs-target="#carouselExampleDark" data-bs-slide-to="0" class="active"></li>
<li data-bs-target="#carouselExampleDark" data-bs-slide-to="1"></li>
<li data-bs-target="#carouselExampleDark" data-bs-slide-to="2"></li>
</ol> -->
<div class="path-carousel carousel-inner">
<div class="carousel-item active" data-bs-interval="10000">
<a href="#web-dev"> <img src="Resources/Web-Dev.jpeg" class="d-block w-100" alt="..."></a>
<div class="carousel-caption d-md-block">
<button class="learn-more btn btn-primary"> <a href="#web-dev">Learn More</a></button>
</div>
</div>
<div class="carousel-item" data-bs-interval="2000">
<a href="#machine-learning"><img src="Resources/machineLearning.jpeg" class="d-block w-100" alt="..."></a>
<div class="carousel-caption d-md-block">
<button class="learn-more btn btn-primary"> <a href="#machine-learning">Learn More</a></button>
</div>
</div>
<div class="carousel-item">
<a href="#android-dev"><img src="Resources/AndroidDevelopment.jpg" class="d-block w-100" alt="..."></a>
<div class="carousel-caption d-md-block">
<button class="learn-more btn btn-primary"> <a href="#android-dev">Learn More</a></button>
</div>
</div>
<div class="carousel-item">
<a href="#data-structures"><img src="Resources/dataStructures.png" class="d-block w-100" alt="..."></a>
<div class="carousel-caption d-md-block">
<button class="learn-more btn btn-primary"> <a href="#data-structures">Learn More</a></button>
</div>
</div>
<div class="carousel-item">
<a href="#deep-learning"><img src="Resources/dl&nn.jpg" class="d-block w-100" alt="..."></a>
<div class="carousel-caption d-md-block">
<button class="learn-more btn btn-primary"> <a href="#deep-learning">Learn More</a></button>
</div>
</div>
<div class="carousel-item">
<a href="#mern"><img src="Resources/mern.png" class="d-block w-100" alt="..."></a>
<div class="carousel-caption d-md-block">
<button class="learn-more btn btn-primary"> <a href="#mern">Learn More</a></button>
</div>
</div>
<div class="carousel-item">
<a href="#flask-django"><img src="Resources/flask&django.png" class="d-block w-100" alt="..."></a>
<div class="carousel-caption d-md-block">
<button class="learn-more btn btn-primary"> <a href="#flask-django">Learn More</a></button>
</div>
</div>
<div class="carousel-item">
<a href="#competitive-programming"><img src="Resources/cp.png" class="d-block w-100" alt="..."></a>
<div class="carousel-caption d-md-block">
<button class="learn-more btn btn-primary"> <a href="#competitive-programming">Learn More</a></button>
</div>
</div>
</div>
<button class="carousel-control-prev" type="button" data-bs-target="#carouselExampleDark"
data-bs-slide="prev">
<span class="carousel-control-prev-icon" aria-hidden="true">❮</span>
<span class="visually-hidden">Previous</span>
</button>
<button class="carousel-control-next" type="button" data-bs-target="#carouselExampleDark"
data-bs-slide="next">
<span class="carousel-control-next-icon" aria-hidden="true">❯</span>
<span class="visually-hidden">Next</span>
</button>
</div>
<!-- Web Development-->
<section class="container mt-5" id="web-dev">
<h2 class="webLearningHeading" id="webdevelopment">Web Development</h2>
<hr class="webLearningLine">
<div class="info">
<p>
The trade of IT and Computer Science (CSE) is basically categorized into three sub-domains; Software
engineering,
Networking and website development. However former two are also very interesting and fruitful as web
development,
students are consistently made to believe that those are more important and significant than WebDev.
Web Development and Designing is third wheel in computer technologies and it can’t be under-estimated.
</p>
<p>
Web Development is the future. Have a look around, we google stuff for relevant websites, we make our
transactions
online,order food online, fill out forms online.
Morever, the software we use in desktop is also getting webified.
Clearly, Web is the future.
Hence, Web development skills are in high demand worldwide and well paid too – making development a great career
option. It is one of the easiest accessible higher paid fields as you do not need a traditional university
degree
to become qualified.
</p>
</div>
<!-- Front End -->
<div class="webDevelopmentRequirements">
<div class="mycard">
<div class="myheader">
<img src="Resources/HTML.png" alt="Alt image">
<div class="mytitle">
<p>Hyper Text Markup Language</p>
</div>
</div>
<div class="mycontent">
<details>
<summary> What is HTML?</summary>
HTML is the standard markup language for creating Web pages.
HTML describes the structure of a Web page. HTML consists of a series of elements.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i> </h5>
<a target="_blank" href="https://www.w3schools.com/html/">W3Schools</a>
<a target="_blank" href="https://www.freecodecamp.org/news/html-css-11-hour-course/">FreeCodeCamp</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/qz0aGYrrlhU">Programming with Mosh</a>
<a target="_blank" href="https://youtu.be/BsDoLVMnmZs">CodeWithHarry</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/CSS.png" alt="Alt image">
<div class="mytitle">
<p>Cascading Style Sheets</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is CSS?</summary>
CSS is a style sheet language which is used to describe the look and
formatting of a document written in markup language. It provides an additional feature to HTML.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.w3schools.com/css/default.asp">W3Schools</a>
<a target="_blank" href="https://www.freecodecamp.org/news/html-css-11-hour-course/">FreeCodeCamp</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/I9XRrlOOazo">The Net Ninja</a>
<a target="_blank" href="https://youtu.be/Edsxf_NBFrw">CodeWithHarry</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/JavaScript.png" alt="Alt image">
<div class="mytitle">
<p>JavaScript</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is JavaScript?</summary>
JavaScript is a scripting or programming language that allows you to implement complex features on web
pages like interactive maps, animations,scrolling.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.w3schools.com/js/default.asp">W3Schools</a>
<a target="_blank" href="https://javascript.info/">javascript.info</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/W6NZfCO5SIk">Programming with Mosh</a>
<a target="_blank" href="https://youtu.be/pN6jk0uUrD8">Akshay Saini</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/BootStrap.png" alt="Alt image">
<div class="mytitle">
<p>Bootstrap</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is Bootstrap?</summary>
Bootstrap is a HTML, CSS & JS Library that simplifies the development of responsive web pages.
CSS predefined classes in Bootstrap help in easy designing.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.w3schools.com/bootstrap5/">W3Schools</a>
<a target="_blank" href="https://getbootstrap.com/">GetBootstrap</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/4sosXZsdy-s">Traversy Media</a>
<a target="_blank" href="https://www.youtube.com/watch/qIULMnbH2-o">The New Boston</a>
</div>
</div>
</div>
<!-- <div class="mycard">
<div class="myheader">
<img src="Resources/React.svg" alt="Alt image">
<div class="mytitle">
<p>React JS</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is ReactJS?</summary>
React JS is an open-source, front end, JavaScript library for building user interfaces and UI components.
It is maintained by Facebook. React can be used to develop single-page or mobile apps.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://reactjs.org/docs/getting-started.html">ReactJS.org</a>
<a target="_blank" href="https://www.w3schools.com/react/">W3Schools</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://www.youtube.com/channel/UCW5YeuERMmlnqo4oq8vwUpg">The Net Ninja</a>
<a target="_blank" href="https://www.youtube.com/watch?v=pgAvVxowaYU&list=PL55RiY5tL51qLY6Yriev2bO9AF0gdvpbb">Academind</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/NodeJS.png" alt="Alt image">
<div class="mytitle">
<p>NodeJS</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is NodeJs?</summary>
Node.js is an open-source, cross-platform, back-end JavaScript runtime environment that executes
JavaScript code outside a web browser. Node.js lets developers use JavaScript to write Server Side
Scripts.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://medium.com/quick-code/the-best-tutorials-to-learn-node-js-34818d757013">Quick Code</a>
<a target="_blank" href="https://www.coursera.org/learn/server-side-nodejs">Coursera</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://www.youtube.com/channel/UCW5YeuERMmlnqo4oq8vwUpg">The Net Ninja</a>
<a target="_blank" href="https://www.youtube.com/watch?v=spPtAEmwys4">ProgrammingKnowledge</a>
</div>
</div>
</div> -->
</section>
<!-- Machine Learning -->
<section class="container mt-5" id="machine-learning">
<h2 class="webLearningHeading" id="machinelearning">Machine Learning</h2>
<hr class="webLearningLine">
<div class="info">Machine Learning (ML) is emerging as one of the hottest fields today. It has penetrated into
numerous aspects of our everyday life—be it Siri or Alexa, Facebook/Instagram friend suggestions, Gmail spam
filters, traffic congestion predictions, customer support chatbots, and much more. <br> <br>
The Machine Learning market is
ever-growing, predicted to scale up at a CAGR of 43.8% from 2019 to 2025, reaching up to an estimated evaluation
of
USD 96.7 billion by the end of 2025.
Consequently, there has been a significant increase in the number of Machine Learning enthusiasts across the
globe.
Given this scenario, the first step should be to religiously follow ML/AI leaders, in order to seek
advice and get insights on current trends and technologies.
</div>
<!-- Languages and Libraries -->
<div class="webDevelopmentRequirements">
<div class="mycard">
<div class="myheader">
<img src="Resources/PythonLogo.webp" alt="Alt image">
<div class="mytitle">
<p>Python</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is Python?</summary>
Python is an interpreted, high-level and general-purpose programming language.
Though there are other languages, Python has more M.L. libraries than any other language and is easy to
learn.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank"
href="https://diveintopython3.problemsolving.io/table-of-contents.html">DiveIntoPython3</a>
<a target="_blank" href="https://developers.google.com/edu/python">Google's Python Class</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank"
href="https://www.youtube.com/watch?v=aqvDTCpNRek&list=PLu0W_9lII9agICnT8t4iYVSZ3eykIAOME">CodeWithHarry</a>
<a target="_blank" href="https://www.youtube.com/c/TokyoEdTech/playlists">Tokyo EDtech</a>
<a target="_blank"
href="https://www.youtube.com/watch?v=QXeEoD0pB3E&list=PLsyeobzWxl7poL9JTVyndKe62ieoN-MZ3">Telusko</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/Ml.png" alt="Alt image">
<div class="mytitle">
<p>Core Concepts</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>Why Core Concepts?</summary>
Machine Learning is an application of artificial intelligence where a computer/machine learns from the
past
experiences and makes future predictions.
Though there are prebuilt libraries for machine learning , understanding core concepts is very important.
</details>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank"
href="https://www.youtube.com/watch?v=PPLop4L2eGk&list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN">Andrew
Ng</a>
<a target="_blank" href="https://youtu.be/OGxgnH8y2NM">SentDex</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/Tensorflow.png" alt="Alt image">
<div class="mytitle">
<p>M.L. Libraries</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What are M.L. Libraries?</summary>
Libraries are sets of routines and functions that are written in a given language. Python libraries help
researchers/ mathematicians who
are less equipped with developer knowledge to easily do machine learning.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.tensorflow.org">Tensorflow</a>
<a target="_blank" href="https://numpy.org/devdocs/user/quickstart.html">NumPy</a>
<a target="_blank" href="https://scikit-learn.org/stable/getting_started.html">SciKit Learn</a>
<a target="_blank" href="https://pytorch.org/tutorials">PyTorch</a>
</div>
</div>
</div>
</div>
</section>
<!-- Android Development -->
<section class="container mt-5" id="android-dev">
<h2 class="webLearningHeading" id="androiddevelopment">Android Development</h2>
<hr class="webLearningLine">
<div class="info">
<p> Android has been the best-selling OS worldwide on smartphones since 2011 and on tablets since 2013.As of 2019,
Android held a share of about 91 percent of the mobile operating system market in India As of May 2017, it has
over two billion monthly active users, the largest installed base of any operating system, and as of August
2020,
the Google Play Store features over 3 million apps.</p>
The current stable version is Android 11, released on September 8, 2020.
Android Developers
</div>
<div class="webDevelopmentRequirements">
<div class="mycard">
<div class="myheader">
<img src="Resources/Java.svg" alt="Alt image">
<div class="mytitle">
<p>Java</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is Java?</summary>
Java is an object-oriented programming language.
It is the official Language of Android along with Kotlin.
There are tons of tutorials on internet on Java Programming.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.coursera.org/learn/java-object-oriented-programming">Coursera</a>
<a target="_blank" href="https://www.codecademy.com/learn/learn-java">CodeAcademy</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/WOUpjal8ee4">Telusko</a>
<a target="_blank"
href="https://www.youtube.com/watch?v=ntLJmHOJ0ME&list=PLu0W_9lII9agS67Uits0UnJyrYiXhDS6q">CodeWithHarry</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/AndroidStudio.png" alt="Alt image">
<div class="mytitle">
<p>Android SDK</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is Android SDK?</summary>
The Android SDK and Android Studio is available free.
Android Studio allows developers to write code and assemble their apps from various packages and libraries
from the Android SDK.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://developer.android.com/training/basics/firstapp">Android_Documentation</a>
<a target="_blank" href="https://www.javatpoint.com/android-tutorial">JavaTpoint</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/mXjZQX3UzOs">CodeWithHarry</a>
<a target="_blank" href="https://www.youtube.com/user/androiddevelopers">Android_Developers</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/reactnative.png" alt="Alt image">
<div class="mytitle">
<p>React Native</p>
</div>
</div>
<div class="mycontent">
<details>
<summary>What is React Native?</summary>
React Native is a framework that builds a hierarchy of UI components to build the JavaScript code. It has a
set of components for both iOS and Android platforms to build a mobile application with native look and
feel. ReactJS, on the other hand, is an open source JavaScript library to create user interfaces. However,
both React Native and ReactJS are developed by Facebook using the same design principles, except designing
interfaces.
</details>
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://reactnative.dev/">reactnative</a>
<a target="_blank" href="https://www.codecademy.com/learn/learn-react-native">CodeAcademy</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/0-S5a0eXPoc">Programming with Mosh</a>
<a target="_blank" href="https://youtu.be/qSRrxpdMpVc">Academind</a>
</div>
</div>
</div>
</div>
</section>
<!-- Data Structures -->
<section class="container mt-5" id="data-structures">
<h2 class="webLearningHeading" id="webdevelopment">Data Structures</h2>
<hr class="webLearningLine">
<div class="info">
<p>
A data structure is a specialized format for organizing, processing, retrieving and storing data. Data
structures make it easy for users to access and work with the data they need in appropriate ways. Most
importantly, data structures frame the organization of information so that machines and humans can better
understand it. In computer science and computer programming, a data structure may be selected or designed to
store data for the purpose of using it with various algorithms.
</p>
<p>
Data structures are the building blocks for more sophisticated applications. They are designed by composing data
elements into a logical unit representing an abstract data type that has relevance to the algorithm or
application. It is not only important to use data structures, but it is also important to choose the proper data
structure for each task.
</p>
</div>
<!-- Programming Languages -->
<!-- DP, Graphs, Tree, Stack/Queue/LinkedList -->
<div class="webDevelopmentRequirements">
<div class="mycard">
<div class="myheader">
<img src="Resources/intro_ds.jpeg" alt="Alt image">
<div class="mytitle">
<p>Introduction to Data Structures</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.geeksforgeeks.org/data-structures/">geeksforgeeks</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtube.com/playlist?list=PLBlnK6fEyqRj9lld8sWIUNwlKfdUoPd1Y">Neso
Academy</a>
<a target="_blank" href="https://www.youtube.com/playlist?list=PLfqMhTWNBTe0b2nM6JHVCnAkhQRGiZMSJ">Apna
College</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/tree.png" alt="Alt image">
<div class="mytitle">
<p>Trees</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.geeksforgeeks.org/binary-tree-data-structure/">geeksforgeeks</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtube.com/playlist?list=PLgUwDviBIf0q8Hkd7bK2Bpryj2xVJk8Vk">take U
forward</a>
<a target="_blank"
href="https://youtube.com/playlist?list=PLqM7alHXFySHCXD7r1J0ky9Zg_GBB1dbk">geeksforgeeks</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/graphs.png" alt="Alt image">
<div class="mytitle">
<p>Graphs</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank"
href="https://www.geeksforgeeks.org/graph-data-structure-and-algorithms/">geeksforgeeks</a>
<a target="_blank" href="https://www.programiz.com/dsa/graph">programiz</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtube.com/playlist?list=PL-Jc9J83PIiHfqDcLZMcO9SsUDY4S3a-v">Pepcoding</a>
<a target="_blank" href="https://youtube.com/playlist?list=PLgUwDviBIf0rGEWe64KWas0Nryn7SCRWw">take U
forward</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/dp.png" alt="Alt image">
<div class="mytitle">
<p>Dynamic Programming</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://codeforces.com/blog/entry/67679">codeforces</a>
<a target="_blank" href="https://www.geeksforgeeks.org/dynamic-programming/">geeksforgeeks</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtube.com/playlist?list=PL_z_8CaSLPWekqhdCPmFohncHwz8TY2Go">Aditya
Verma</a>
<a target="_blank"
href="https://youtube.com/playlist?list=PLqM7alHXFySGbXhWx7sBJEwY2DnhDjmxm">geeksforgeeks</a>
<a target="_blank" href="https://youtube.com/playlist?list=PL-Jc9J83PIiG8fE6rj9F5a6uyQ5WPdqKy">Pepcoding</a>
</div>
</div>
</div>
</div>
</section>
<!-- Deep Learning & Neural Networks -->
<section class="container mt-5" id="deep-learning">
<h2 class="webLearningHeading" id="webdevelopment">Deep Learning & Neural Networks</h2>
<hr class="webLearningLine">
<div class="info">
<p>
Deep Learning is a subset of Machine Learning, which on the other hand is a subset of Artificial Intelligence.
Artificial Intelligence is a general term that refers to techniques that enable computers to mimic human
behavior. Machine Learning represents a set of algorithms trained on data that make all of this possible.
</p>
<p>
Deep Learning, on the other hand, is just a type of Machine Learning, inspired by the structure of a human
brain. Deep learning algorithms attempt to draw similar conclusions as humans would by continually analyzing
data with a given logical structure. To achieve this, deep learning uses a multi-layered structure of algorithms
called neural networks. In general, neural networks can perform the same tasks as classical algorithms of
machine learning. However, it is not the other way around.
</p>
</div>
<!-- Programming Languages -->
<!-- DP, Graphs, Tree, Stack/Queue/LinkedList -->
<div class="webDevelopmentRequirements">
<div class="mycard">
<div class="myheader">
<img src="Resources/deepLearning.png" alt="Alt image">
<div class="mytitle">
<p>Deep Learning</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.kaggle.com/learn/intro-to-deep-learning">kaggle</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtube.com/playlist?list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi">Krish
Naik</a>
<a target="_blank" href="https://youtu.be/VyWAvY2CF9c">FreeCodeCamp.org</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/neuralNetworks.png" alt="Alt image">
<div class="mytitle">
<p>Neural Networks</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank"
href="https://towardsdatascience.com/machine-learning-for-beginners-an-introduction-to-neural-networks-d49f22d238f9">towardsdatascience</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtube.com/playlist?list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3">sentdex</a>
<a target="_blank" href="https://youtu.be/tPYj3fFJGjk">FreeCodeCamp.org</a>
</div>
</div>
</div>
</div>
</section>
<!-- MERN -->
<section class="container mt-5" id="mern">
<h2 class="webLearningHeading" id="webdevelopment">MERN Stack</h2>
<hr class="webLearningLine">
<div class="info">
<p>
MERN Stack is a collection of powerful technologies and robust, used to develop scalable master web applications
comprising backend, front-end, and database components. It is JavaScript that is used for the faster and easier
development of full-stack web applications. MERN Stack is a technology that is a user-friendly full-stack
JavaScript framework for building applications and dynamic websites.
</p>
<p>
Each of these four technologies plays an important role in providing an end-to-end framework for the developers.
Even these four technologies play an important role in the development process of web applications.
</p>
</div>
<!-- Programming Languages -->
<!-- DP, Graphs, Tree, Stack/Queue/LinkedList -->
<div class="webDevelopmentRequirements">
<div class="mycard">
<div class="myheader">
<img src="Resources/mongodb.png" alt="Alt image">
<div class="mytitle">
<p>MongoDB</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://docs.mongodb.com/manual/introduction/">MongoDB</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/pWbMrx5rVBE">Traversy Media</a>
<a target="_blank" href="https://youtu.be/5QEwqX5U_2M">codedamn</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/express.png" alt="Alt image">
<div class="mytitle">
<p>Express</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://expressjs.com/en/starter/generator.html">ExpressJS</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/pKd0Rpw7O48">programming with mosh</a>
<a target="_blank" href="https://youtu.be/L72fhGm1tfE">Traversy Media</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/react.svg" alt="Alt image">
<div class="mytitle">
<p>ReactJS</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://reactjs.org/tutorial/tutorial.html">ReactJS</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/Ke90Tje7VS0">programming with mosh</a>
<a target="_blank"
href="https://youtube.com/playlist?list=PLu0W_9lII9agx66oZnT6IyhcMIbUMNMdt">CodeWithHarry</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/NodeJS.png" alt="Alt image">
<div class="mytitle">
<p>NodeJS</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.w3schools.com/nodejs/nodejs_intro.asp">w3schools</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtu.be/TlB_eWDSMt4">programming with mosh</a>
<a target="_blank" href="https://youtu.be/fBNz5xF-Kx4">Traversy Media</a>
</div>
</div>
</div>
</div>
</section>
<!-- Flask & Django -->
<section class="container mt-5" id="flask-django">
<h2 class="webLearningHeading" id="webdevelopment">Flask & Django</h2>
<hr class="webLearningLine">
<div class="info">
<p>
Flask is part of the categories of the micro-framework. Micro-framework are normally framework with little to no
dependencies to external libraries. This has pros and cons. Pros would be that the framework is light, there are
little dependency to update and watch for security bugs, cons is that some time you will have to do more work by
yourself or increase yourself the list of dependencies by adding plugins.
</p>
<p>
Django is a high-level Python web framework that encourages rapid development and clean, pragmatic design. Built
by experienced developers, it takes care of much of the hassle of web development, so you can focus on writing
your app without needing to reinvent the wheel. It’s free and open source.
</p>
<p>
Django is high level framework and bit difficult for a beginner to understand. Hence, if you are beginner, you
should definitely explore Flask first before Django.
</p>
</div>
<!-- Programming Languages -->
<!-- DP, Graphs, Tree, Stack/Queue/LinkedList -->
<div class="webDevelopmentRequirements">
<div class="mycard">
<div class="myheader">
<img src="Resources/flask.png" alt="Alt image">
<div class="mytitle">
<p>Flask</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://flask.palletsprojects.com/en/2.0.x/tutorial/">Flask</a>
<a target="_blank"
href="https://www.geeksforgeeks.org/python-introduction-to-web-development-using-flask/">geeksforgeeks</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH">Corey
Schafer</a>
<a target="_blank" href="https://youtube.com/playlist?list=PLzMcBGfZo4-n4vJJybUVV3Un_NFS5EOgX">Tech With
Tim</a>
<a target="_blank"
href="https://youtube.com/playlist?list=PLu0W_9lII9agAiWp6Y41ueUKx1VcTRxmf">CodeWithHarry</a>
</div>
</div>
</div>
<div class="mycard">
<div class="myheader">
<img src="Resources/django.png" alt="Alt image">
<div class="mytitle">
<p>Django</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://www.djangoproject.com/start/">djangoproject</a>
<a target="_blank" href="https://www.geeksforgeeks.org/django-basics/">geeksforgeeks</a>
</div>
<div class="channels">
<h5>Best YouTube Channels <i class="bi bi-youtube"></i></h5>
<a target="_blank" href="https://www.youtube.com/playlist?list=PLhQjrBD2T380xvFSUmToMMzERZ3qB5Ueu">CS50</a>
<a target="_blank" href="https://youtube.com/playlist?list=PL-osiE80TeTtoQCKZ03TU5fNfx2UY6U4p">Corey
Schafer</a>
<a target="_blank" href="https://youtu.be/F5mRW0jo-U4">FreeCodeCamp.org</a>
</div>
</div>
</div>
</div>
</section>
<!-- CP with C++ STL -->
<section class="container mt-5" id="competitive-programming">
<h2 class="webLearningHeading" id="webdevelopment">Competitive Programming with C++ STL</h2>
<hr class="webLearningLine">
<div class="info">
<p>
Competitive programming involves programmers competing against each other to solve programming questions in a
limited amount of time. These events are usually held over the Internet or a local network. The contestants of
the events are known as sport programmers.
</p>
<p>
Contestants solve logical or mathematical programming questions in the coding language of their choice. The
number of questions can vary depending on the contest. The results are judged on the number of questions solved,
time spent solving the problems, and other factors, like execution time, program size, etc.
</p>
<p>
C++ STL is a set of data structures and algorithms that we normally encounter during coding. It is an integral
part of competitive programming in c++. If you are in an undergraduate college and want to appear in placements,
then question from c++ stl will be asked in interviews.
</p>
</div>
<!-- Programming Languages -->
<!-- DP, Graphs, Tree, Stack/Queue/LinkedList -->
<div class="webDevelopmentRequirements">
<div class="mycard">
<div class="myheader">
<img src="Resources/stl.png" alt="Alt image">
<div class="mytitle">
<p>CP With C++ STL</p>
</div>
</div>
<div class="mycontent">
<div class="links">
<h5>Best Websites <i class="bi bi-globe"></i></h5>
<a target="_blank" href="https://github.com/kunal-kushwaha/Competitive-Programming-Resources">Kunal