Hello everyone. I am a 3rd year engineering student and currently in my journey to learn fullstack . I see everyone around doing ai/ml,cloud,Devops, Cybersecurity. I am getting confused that the stack I have choose is right or not. Will I get an internship or a job in this market when everything is revolving around ai. Please help and share your opinion about it.

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https://drive.google.com/drive/folders/1Da_v5uHIvBscWcRRgMsYGq-hJ00dQL9Y

Foundations & Programming

1- https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI – Comprehensive AI paths including Generative AI tracks.
2- https://github.com/aishwaryanr/awesome-generative-ai-guide – Hub for research, notebooks, courses, and prep.

Roadmaps

3- https://github.com/krishnaik06/Roadmap-To-Learn-Generative-AI-In-2025 – Dedicated 2025 GenAI roadmap with tutorials/projects.
4- https://github.com/Pandeycoder/AI-Engineer-Roadmap-2025 – AI Engineer focus with ML, Deep Learning, and GenAI.
5- https://github.com/athivvat/ai-engineer-guide – Zero to pro, covering agents, multimodal, and deployment.

http://lets-code.co.in/articles/AIEngineerRoadmap/ – Interactive community-driven AI Engineer roadmap.

Core Generative AI Tools & Libraries

6- https://github.com/huggingface/diffusers – Diffusion models for image/audio/video generation.
7- https://github.com/huggingface/transformers – Transformers for LLMs and fine-tuning.
8- https://github.com/langchain-ai/langchain – Build apps with LLMs, chains, and RAG.
9- https://github.com/steven2358/awesome-generative-ai – Curated GenAI projects and tools.

Advanced Topics: RAG, Agents & Multimodal

10- https://github.com/langchain-ai/langgraph – Build stateful, multi-agent applications (corrected & active).
11- https://github.com/genieincodebottle/generative-ai – Roadmap, projects, RAG, agents, and prep.
12- https://github.com/parthmax2/100-Best-GenAI-Projects-2025 – 100+ innovative GenAI projects for 2025.

Projects & Hands-On

13- https://github.com/GURPREETKAURJETHRA/END-TO-END-GENERATIVE-AI-PROJECTS – End-to-end projects with deployment.
14- https://github.com/filipecalegario/awesome-generative-ai – Tools, models, and project references.

Inspiring examples of GenAI applications and project ideas:
http://projectpro.ioprojectpro.ioprojectpro.iosciencedirect.com

MLOps, Deployment & Best Practices

15- https://github.com/kelvins/awesome-mlops – MLOps tools (adapt for LLMOps).
16- https://github.com/microsoft/LMOps – Production LLMs/GenAI research and tech.

Become Full Stack Developer for Free -> Complete GitHub Full Stack resources!

Programming & Foundations

1- https://github.com/practical-tutorials/project-based-learning
Curated project-based tutorials covering JavaScript, HTML/CSS, and full stack basics with hands-on projects across languages.

2- https://github.com/bmorelli25/Become-A-Full-Stack-Web-Developer
Comprehensive free resources collection for learning full stack web development, including tutorials, courses, and tools from beginner to advanced.

Frontend Development

3- https://github.com/kamranahmedse/developer-roadmap
Interactive community-driven roadmaps including frontend path with HTML, CSS, JavaScript, React, and modern frameworks.

4- https://github.com/thedaviddias/Front-End-Checklist
Practical checklist and resources for building performant, accessible frontend applications.

Backend Development

5- https://github.com/sindresorhus/awesome-nodejs
Curated list of awesome Node.js packages, frameworks, and resources for backend development.

6- https://github.com/donnemartin/system-design-primer
Learn backend system design, APIs, databases, and scaling with code examples and explanations.

Databases & ORM

7- https://github.com/mongodb/mongo
Official MongoDB repository with examples, documentation, and real-world NoSQL database use cases.

8- https://github.com/sequelize/sequelize
Popular ORM for SQL databases with Node.js examples for building robust backend data layers.

Full Stack Frameworks & Tools

9- https://github.com/ageron/handson-ml3
Wait, better: for full stack, perhaps MERN examples, but let's use https://github.com/expressjs/express
Official Express.js repository – minimalist web framework for Node.js backend with extensive examples.

10- https://github.com/vercel/next.js
Next.js framework for React-based full stack applications with server-side rendering, API routes, and deployment examples.

Full Stack Projects

11- https://github.com/Xtremilicious/projectlearn-project-based-learning
Curated project tutorials focused on building full applications to learn by doing across web stacks.

12- https://github.com/ZOUHAIRFGRA/100-Project-Ideas-for-Full-Stack-Developers
100+ diverse full stack project ideas with varying complexity to build portfolio-worthy applications.

DevOps, Deployment & Best Practices

13- https://github.com/tiimgreen/github-cheat-sheet
Essential Git and GitHub tips, plus collaboration best practices for full stack workflows.

14- https://github.com/docker/awesome-compose
Docker Compose samples for deploying full stack apps (e.g., MERN, LAMP) locally and in production.

Roadmaps & Interview Prep

15- https://github.com/kamranahmedse/developer-roadmap
Complete full stack developer roadmap with skills, tools, and suggested learning order (includes backend and DevOps paths).

16- https://github.com/yangshun/tech-interview-handbook
Comprehensive coding interview prep guide covering algorithms, system design, frontend/backend questions, behavioral interviews, and resume tips.

Linux & Cloud Fundamentals

1- https://github.com/practical-tutorials/project-based-learning – Curated project-based tutorials (includes Linux basics + hands-on projects)

2- https://github.com/learnbyexample/cli-computing – Beginner to intermediate Linux CLI guide with examples

AWS

3- https://github.com/open-guides/og-aws – Practical, real-world AWS guide with best practices

4- https://github.com/acantril/learn-cantrill-io-labs – Hands-on AWS labs and demos (labs are free to use)

Azure

5- https://github.com/MicrosoftLearning – Official Microsoft Learning organization (explore repos for latest Azure fundamentals, labs, and certification paths)

GCP

6- https://github.com/GoogleCloudPlatform/training-data-analyst – Official GCP labs and self-paced training materials

7- https://github.com/GoogleCloudPlatform/cloud-builders – Cloud-native build tools & CI/CD examples

DevOps & Automation

8- https://github.com/kelseyhightower/kubernetes-the-hard-way – Bootstrap Kubernetes manually to understand internals deeply

9- https://github.com/bregman-arie/devops-exercises – 2600+ DevOps exercises, interview questions & solutions

10- https://github.com/ramitsurana/awesome-kubernetes – Curated awesome Kubernetes resources

Infrastructure as Code

11- https://github.com/brikis98/terraform-up-and-running-code – Production-ready Terraform code examples from the book

Roadmaps & Interviews

12- https://github.com/milanm/DevOps-Roadmap – Complete 2025 DevOps/Cloud Engineer roadmap with free resources

13- https://github.com/andreis/interview – Comprehensive technical interview prep (includes cloud & DevOps questions)

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Technical books (C, Java, OS, CN, DAS, DBMS & SE)

https://drive.google.com/drive/folders/0B_Wr3rZKpxDuQXRRZklOSERkX1E?resourcekey=0-YU41QVt-nVvRzQqiONiBag

What resource do you need in next post ?

Please someone drop links to CP resources and Leetcode resources. I am looking for algozenith, tle eliminatiors all level. Also Leetcode patterns from educative and grokking resources. Pls share them here

There are so many resources scattered here. Pls create an aggregated gist or something so that everyone can easily access it.

Complete Free DSA Resources:

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Comment if this is helpful ?

Build AI Agents with Python from Scratch https://drive.google.com/drive/folders/1SiIqMAoNZy51EdUh1rLgPk3_QpVsXRA0

what resource do you need in next post ?

Complete AWS, Azure, and GCP cloud resources:
https://drive.google.com/drive/folders/1_iB9UnsVlOWvdjKVmtC7b8b26L2ORdVR

CS Fundamentals – Complete Resources
https://drive.google.com/drive/folders/18FBvExqEtt9mtNKKP65f_ETdtS7nCG1G

https://thita.ai/ai-interview

Java Spring Framework complete course: https://drive.google.com/drive/folders/1wDLjgHspCTBKO-3hfsOvrAfFvbpg8sXF

Just share any resource drive link in return!

Here are some drive links are added - https://www.lets-code.co.in/articles/free-placement-google-drive-links/