Dive into the World of Algorithms: A Comprehensive Collection of Free Programming Resources

GetVM
4 min readAug 29, 2024

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Are you ready to embark on a thrilling journey through the realm of algorithms? 🤖 This curated collection of free programming resources covers a wide range of topics, from the fundamentals of data structures and algorithm analysis to advanced techniques like dynamic programming and graph algorithms. Whether you’re a student, a professional, or simply a curious learner, this collection has something to offer for everyone interested in honing their problem-solving skills and expanding their algorithmic knowledge.

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Mastering JSON Decoding Algorithms

Dive deeper into the inner workings of JSON parsing with the Comprehensive Guide to JSON Decoding Algorithms | Programming Courses. This resource is perfect for developers who want to gain a better understanding of the parsing process and explore the various techniques and algorithms used in JSON decoding.

Comprehensive Guide to JSON Decoding Algorithms | Programming Courses

Data Structures and Algorithms in C++

Enhance your understanding of data structures and algorithms with the comprehensive guide Data Structures and Algorithm Analysis in C++. This resource is suitable for students and professionals interested in algorithmic problem-solving using the C++ programming language.

Exploring Fundamental and Advanced Algorithms

Embark on a journey of Learning Algorithm | Algorithms, Data Structures, Problem-Solving and explore a wide range of algorithms, from fundamental data structures to advanced techniques like dynamic programming and graph algorithms. Gain practical knowledge for software engineering and problem-solving.

Sorting Algorithms: From Sequential to Parallel

Dive into the world of sorting algorithms with the resource Sequential and Parallel Sorting Algorithms. Explore a variety of sorting techniques, including Insertion sort, Quicksort, Heapsort, Mergesort, and more. Learn about external sorting and sorting networks, as well as parallel sorting on mesh-connected processor arrays.

Sequential and parallel sorting algorithms

Mastering Text Algorithms and String Matching

Enhance your understanding of text algorithms and data structures for text processing and string matching with the comprehensive book Text Algorithms | Computer Science, String Matching. This resource is valuable for computer science students and researchers.

Exploring the C++ Standard Library Algorithms

Deepen your understanding of the standard C++ algorithms with the A Complete Guide to Standard C++ Algorithms resource. This guide covers code samples, exercises, and information on C++20 ranges and views, making it a must-read for C++ programmers seeking to expand their knowledge.

A Complete Guide to Standard C++ Algorithms

Programming, Data Structures, and Algorithms from IIT Madras

Develop strong coding and problem-solving skills with the comprehensive NPTEL course Programming, Data Structures & Algorithms | IIT Madras from the prestigious Indian Institute of Technology Madras.

Algorithms for Big Data Processing

Explore efficient algorithms and techniques for processing and analyzing large-scale data with the course Algorithms for Big Data | UIUC CS 498 ABD / CS 598 CSC. This resource is suitable for data science, machine learning, and big data enthusiasts.

Algorithms for Big Data | UIUC CS 498 ABD / CS 598 CSC

Approximation Algorithms: Tackling Optimization Problems

Dive into the world of approximation algorithms, algorithm design, and mathematical techniques in optimization with the comprehensive book The Design of Approximation Algorithms. This resource is suitable for graduate-level courses and research in discrete optimization problems.

Embark on your algorithmic journey and unlock the power of problem-solving with this comprehensive collection of free programming resources. Happy learning! 🎉

Enhance Your Learning Experience with GetVM Playground

Elevate your programming journey with GetVM, a powerful Google Chrome browser extension that provides an online experimentation environment for the programming resources featured in this collection. GetVM’s Playground feature allows you to dive right into hands-on practice, seamlessly applying the concepts you’ve learned. 🚀

With the GetVM Playground, you can instantly spin up coding environments tailored to the specific tutorials, eliminating the hassle of local setup and configuration. Experience the joy of immediate feedback and iteration as you experiment with the algorithms and techniques covered in these resources. 💻

Unlock your full potential by combining the comprehensive theoretical knowledge with practical, interactive learning. GetVM’s Playground empowers you to test your understanding, experiment with code snippets, and solidify your algorithmic prowess — all within a user-friendly, browser-based environment. 🎉 Enhance your learning journey and take your programming skills to new heights with the power of GetVM.

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