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💬 VIDEOS: ❗️ LLM Introduction ❗️ https://www.youtube.com/watch?v=zjkBMFhNj_g ❗️ LLMs from Scratch ❗️https://www.youtube.com/watch?v=9vM4p9NN0Ts ❗️ Agentic AI Overview (Stanford) ❗️ https://www.youtube.com/watch?v=kJLiOGle3Lw ❗️ Building & Evaluating Agents ❗️ https://www.youtube.com/watch?v=d5EltXhbcfA ❗️ Building Effective Agents ❗️ https://www.youtube.com/watch?v=D7_ipDqhtwk ❗️ Building Agents with MCP ❗️ https://www.youtube.com/watch?v=kQmXtrmQ5Zg ❗️ Building an Agent from Scratch ❗️ https://www.youtube.com/watch?v=xzXdLRUyjUg ❗️ Philo Agents ❗️ https://www.youtube.com/playlist?list=PLacQJwuclt_sV-tfZmpT1Ov6jldHl30NR 🌾 GITHUB REPOS🗞 👩‍💻 GenAI Agents 👩‍💻 https://github.com/NirDiamant/GenAI_Agents 👩‍💻Microsoft AI Agents for Beginners 👩‍💻 https://github.com/microsoft/ai-agents-for-beginners 👩‍💻 Prompt Engineering Guide 👩‍💻https://github.com/dair-ai/Prompt-Engineering-Guide 👩‍💻Hands-On Large Language Models 👩‍💻 https://github.com/HandsOnLLM/Hands-On-Large-Language-Models 👩‍💻 GenAI Agents 👩‍💻 https://github.com/NirDiamant/GenAI_Agents 👩‍💻 Made with ML 👩‍💻 https://github.com/GokuMohandas/Made-With-ML 👩‍💻 Hands-On AI Engineering 👩‍💻 https://github.com/Sumanth077/Hands-On-AI-Engineering 👩‍💻 Awesome Generative AI Guide 👩‍💻 https://github.com/aishwaryanr/awesome-generative-ai-guide 👩‍💻 Designing Machine Learning Systems — 👩‍💻 https://github.com/chiphuyen/dmls-book 👩‍💻Machine Learning for Beginners 👩‍💻 https://github.com/microsoft/ML-For-Beginners 👩‍💻 LLM Course 👩‍💻 https://github.com/mlabonne/llm-course 👩‍💻 GUIDES🖌 🪴Google's Agent Whitepaper 🪴 https://www.kaggle.com/whitepaper-agents 🪴 Google's Agent Companion 🪴 https://www.kaggle.com/whitepaper-agent-companion 🪴 Building Effective Agents by Anthropic 🪴 https://www.anthropic.com/engineering/building-effective-agents 🪴 Claude Code Agentic Coding Practices 🪴 https://code.claude.com/docs/en/best-practices 🪴 OpenAI's Practical Guide to Building Agents 🪴 https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf 🐓 BOOKS🐓 💪Understanding Deep Learning 💪 https://udlbook.github.io/udlbook/ 💪 Building an LLM from Scratch 💪 https://www.manning.com/books/build-a-large-language-model-from-scratch 💪 The LLM Engineering Handbook 💪 https://www.oreilly.com/library/view/llm-engineers-handbook/9781836200079/ 💪 AI Agents: The Definitive Guide 💪 https://www.oreilly.com/library/view/ai-agents-the/0642572247775/ 💪 Building Applications with AI Agents 💪 https://www.oreilly.com/library/view/building-applications-with/9781098176495/ 💪 AI Agents with MCP 💪 https://www.oreilly.com/library/view/ai-agents-with/9798341639546/ 💪 AI Engineering 💪 https://www.oreilly.com/library/view/ai-engineering/9781098166298/ 🥷 RESEARCH PAPERS🥷 🖤 ReAct 🖤 https://arxiv.org/abs/2210.03629 🖤 Generative Agents 🖤 https://arxiv.org/abs/2304.03442 🖤 Toolformer 🖤 https://papers.nips.cc/paper_files/paper/2023/hash/d842425e4bf79ba039352da0f658a906-Abstract-Conference.html 🖤 Chain-of-Thought Prompting 🖤 https://arxiv.org/pdf/2201.11903 🧠 COURSES💫 🪐 Hugging Face Agent Course 🪐 https://huggingface.co/learn/agents-course/en/unit0/introduction 🪐 MCP with Anthropic 🪐 https://learn.deeplearning.ai/courses/mcp-build-rich-context-ai-apps-with-anthropic/lesson/fkbhh/introduction 🪐 Building Vector Databases with Pinecone 🪐 https://www.deeplearning.ai/courses/building-applications-vector-databases 🪐 Vector Databases: Embeddings to Apps 🪐 https://www.deeplearning.ai/courses/vector-databases-embeddings-applications 🪐 Agent Memory 🪐 https://www.deeplearning.ai/courses/llms-as-operating-systems-agent-memory 😓 No endless searching. 🪽No information overload. 🪽 Just resources you can actually use. 🦅 Your future AI skill set will come from consistent building, experimenting, and learning. 🦅 Share so someone else can find this roadmap, and pls consider following @BugRec for more content around AI, Security, and businesses. Posted by @BugRec😈⭐️✅ Make Me Admin In Your Channel For Posting awesome content Join for more:- Secret Channel

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50 websites that feel like the internet’s hidden toolbox 🦋 1. unpaywall.org — Free research papers 2. openlibrary.org — Borrow books online 3. doaj.org — Free academic journals 4. alternativeto.net — App alternatives 5. justwatch.com — Find where to stream 6. archive.org — Internet archives 7. gutenberg.org — 70K+ free books 8. openstax.org — Free textbooks 9. openculture.com — Free courses 10. wolframalpha.com — Solve complex problems 11. photopea.com — Photoshop alternative 12. squoosh.app — Compress images 13. remove.bg — Remove backgrounds 14. cleanup.pictures — Remove objects 15. unscreen.com — Remove video backgrounds 16. carbon.now.sh — Beautiful code images 17. ray.so — Code screenshots 18. shots.so — Product mockups 19. smartmockups.com — Create mockups 20. haveibeenpwned.com — Check data breaches 21. virustotal.com — Scan files & URLs 22. privnote.com — Self-destructing notes 23. temp-mail.org — Temporary email 24. file.io — Temporary file sharing 25. archive.ph — Save webpages 26. similarsites.com — Find similar websites 27. radio.garden — Explore global radio 28. everynoise.com — Discover music genres 29. tunefind.com — Find songs from shows 30. musicforprogramming.net — Focus music 31. mynoise.net — Custom background sounds 32. coffitivity.com — Café ambience 33. elicit.org — Research assistant 34. consensus.app — Research-backed answers 35. connectedpapers.com — Research connections 36. semanticscholar.org — Academic search 37. scispace.com — Understand research papers 38. summarize.tech — YouTube summaries 39. phind.com — AI for developers 40. regex101.com — Test regex 41. codebeautify.org — Format code 42. jsonformatter.org — Format JSON 43. explainshell.com — Understand terminal commands 44. raindrop.io — Bookmark manager 45. downdetector.com — Check outages 46. tineye.com — Reverse image search 47. fast.com — Internet speed test 48. smallpdf.com — PDF tools 49. ilovepdf.com — Merge/split PDFs 50. 10minutemail.com — Temporary email Save this. You’ll definitely need some of these later. 🔖 Posted by @BugRec😈⭐️✅ Make Me Admin In Your Channel For Posting awesome content Learn Hacking From Basics to Elite Level💎

Top ANDROID Must Have pentesting APPLICATIONS 1. zANTI 🔗 https://www.zimperium.com/zanti-mobile-penetration-testing/ 2. Stryker 🔗 https://strykerdefence.com/ 3. Hijacker 🔗 https://github.com/chrisk44/Hijacker 4. Termux 🔗 https://f-droid.org/packages/com.termux/ 5. WPSApp 🔗 https://play.google.com/store/apps/details?id=com.themausoft.wpsapp 6. WIFI WPS WPA TESTER 🔗 https://play.google.com/store/apps/details?id=com.tester.wpswpatester 7. HTTP Tools 🔗 https://play.google.com/store/apps/details?id=com.cafelabs.curlme 8. IOT Scanner 🔗 https://play.google.com/store/apps/details?id=com.knabl.iotsecurityscanner 9. Fing - Network Tools 🔗 https://play.google.com/store/apps/details?id=com.overlook.android.fing 10. Shodan 🔗 https://play.google.com/store/apps/details?id=io.shodan.app 11. PentestKit Mobile 🔗 https://play.google.com/store/apps/details?id=com.pentestkit 12. Vulners Scanner 🔗 https://play.google.com/store/apps/details?id=com.vulners 13. NetMan: Network Tools & Utils 🔗 https://play.google.com/store/apps/details?id=com.eakteam.networkmanager.free 14. nRF Connect for Mobile 🔗 https://play.google.com/store/apps/details?id=no.nordicsemi.android.mcp 15. BLE Sniffer 🔗 https://play.google.com/store/apps/details?id=com.aconno.blesniffer 16. Dorks - Hack 🔗 https://play.google.com/store/apps/details?id=com.iam.googledork 17. Intercepter - NG 🔗 http://sniff.su/ 18. Sniffer Wicap 🔗 https://play.google.com/store/apps/details?id=com.evbadroid.wicapdemo 19. Rucky 🔗 https://store.nethunter.com/packages/com.mayank.rucky/ 20. WHID Injector 🔗 https://store.nethunter.com/en/packages/whid.usb.injector/ 21. WiGLE WiFi Wardriving 🔗 https://play.google.com/store/apps/details?id=net.wigle.wigleandroid 22. Arkhota 🔗 https://github.com/ALW1EZ/Arkhota Posted by @BugRec😈⭐️✅ Make Me Admin In Your Channel For Posting awesome content Learn Hacking From Basics to Elite Level💎

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AI Feels Hard Until You Watch These YouTube Videos 👇 1/ AI for Everyone: https://www.youtube.com/watch?v=JPcx9qHzzgk 2/ Machine Learning for Everybody: https://www.youtube.com/watch?v=i_LwzRVP7bg 3/ But What Is a Transformer?: https://www.youtube.com/watch?v=wjZofJX0v4M 4/ Large Language Models Explained: https://www.youtube.com/watch?v=5sLYAQS9sWQ 5/ Prompt Engineering: https://www.youtube.com/watch?v=dOxUroR57xs 6/ RAG Explained: https://www.youtube.com/watch?v=T-D1 7/ AI Agents Tutorial for Beginners: https://www.youtube.com/watch?v=a8NA0WGI9OI Posted by @BugRec😈⭐️✅ Make Me Admin In Your Channel For Posting awesome content Learn Hacking From Basics to Elite Level💎

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