In this Data Structures and Algorithms Full Course 2025 by Simplilearn, we begin with an introduction to data structures, exploring core concepts like time complexity, pointers, arrays, and linked lists (singly, doubly, and circular). You’ll also learn about stacks, queues, and the differences between arrays and linked lists. The course then dives into algorithms, recursion, and essential data structures such as trees, binary trees, binary search trees, B+ trees, and various tree traversal methods. We also cover graphs, spanning trees, and deques to strengthen problem-solving skills. Finally, the course connects these foundations with AI coding for beginners, showing how DSA principles power real-world applications in artificial intelligence. The topics covered in this Data Structures Full Course 2022 video are:
00:00:00 - Introduction to Data Structures and Algorithms Full Course 2025 00:02:19 - Introduction to Data Structure - What are Data Structures - Time Complexity in Data Structures - Pointers in C Data Structures - Arrays in Data Structures - Two Dimensional Arrays in Data Structures - Linked List In Data Structures - Singly Linked List In Data Structures - Doubly Linked List In Data Structures - Circular Linked List In Data Structures - Array vs Linked List Data Structures - Stacks In Data Structures - Queue and Priority Queue In Data Structures 05:28:46 - What is an Algorithm 05:40:21 - What is recursion 05:51:25 - Data Structure Basics - Dequeue In Data Structures - Tree Data Structures - Tree Traversal in Data Structures - Binary Tree in Data Structures - Binary Search Tree in Data Structures - B-Plus Tree in Data Structures - Graphs In Data Structures - Spanning Tree In Data Structures 09:27:19 - AI Coding for Beginners
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This AI-Powered Full Stack Development program is designed for professionals aiming to build and optimize modern web applications.
Key Features ✅ Learn through 100+ hours of core curriculum delivered in live online classes by industry experts ✅ Enhance your coding skills using AI-driven tools like ChatGPT, CodeWhisperer, Copilot, and Hugging Face ✅ Work on 3 capstones from various industries and 60+ hands-on projects ✅ Develop interactive websites with React, HTML, Tailwind CSS, and JavaScript ✅ Build scalable web applications using MongoDB, Express.js, and Node.js ✅ Build a Git portfolio to showcase your skills in creating dynamic web apps ✅ Get Microsoft Learn portal access and MS-branded certificates ✅ Leverage AI-powered resume-building, LinkedIn profile optimization, and a 1:1 AI-powered mock interview ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
Learning Path ✅ Preparing for your Full Stack Development Journey ✅ Foundations of Front-end Development ✅ Generative AI Fundamentals for Developers ✅ Designing a Dynamic Front-end with React ✅ Harnessing Gen AI: From Design to Code Optimization ✅ Data Structures and Algorithms ✅ Designing and Managing Databases with MongoDB ✅ Developing a Reliable Back-end with Node and Express ✅ Gen AI Powered Software Testing ✅ Capstone Project Electives: ✅ Full Stack Deployment on Azure ✅ Prompt Engineering with GitHub Copilot ✅ Develop generative AI apps in Azure ✅ Full Stack Development with Java ✅ Agile Scrum Foundation
Skills Covered ✅ Frontend Development ✅ Backend Development ✅ Version Control and Collaboration ✅ Database Management ✅ RESTful API Design ✅ Authentication and Authorization ✅ Networking and Web Security ✅ Testing and Quality Assurance ✅ AI in Software Testing and Optimization ✅ Generative AI ✅ Containerization and Orchestration ✅ Data Structures and Algorithms ✅ AI Assisted Development ✅ Prompt Engineering
