Archive ‘How to AI’ (most recent to oldest) Delve, and the many words to ban on ChatGPT. (soon) From Youtube to your own AI. (the last one) Your ChatGPT prompt is too long. Remove em-dashes (and more). How to stop receiving the same ChatGPT answer. The new ChatGPT Atlas is live. Is it any good...

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I learned AI Agents for absolutely free, you can do it too! AND... the best part is I got to learn from industry experts DeepLearning.AI has done a great job in making these courses. 1. Event-Driven Agentic Document Workflows with LlamaIndex - https://lnkd.in/d7vJEH4H 2. Long-Term Agentic Memory with LangGraph (LangChain) - https://lnkd.in/dKJ-B3ks   3. Build Apps with Windsurf's AI Coding Agents (Codeium) - https://lnkd.in/dTqjjt4Q   4. Building AI Applications with Haystack (by deepset) - https://lnkd.in/d7WnTvTr   5. Improving Accuracy of LLM Applications (Lamini) - https://lnkd.in/dcJvY6kg 6. Evaluating AI Agents (Arize AI) - https://lnkd.in/dvTNKSaq _______________ ♻️ Repost it to help others.  _______________ If you like this, and want more AI resources, images, tutorials, and tools, join Superhuman, my daily AI newsletter with 1M+ subs now: https://lnkd.in/dXQ9-B9A | 55 comments on LinkedIn

Unlock the new opportunities of the AI era by equipping yourself with the knowledge and skills to harness artificial intelligence effectively.

200+ hours of AI tutorials later, I found the 8 that actually matter: 1️⃣ LLM Introduction (Skip if you know transformers) → https://lnkd.in/g9r3Q3-2 Finally explained attention without the PhD 2️⃣ LLMs from Scratch (Reality check) → https://lnkd.in/gbpYBzeW Built one. Now I know why we use APIs. 3️⃣ Stanford's Agent Overview (Academic flex) → https://lnkd.in/gngXNJUc Good theory. Zero production code. 4️⃣ Building & Evaluating Agents (Where it gets real) → https://lnkd.in/gUm-JR5N First video that mentioned testing. Imagine that. 5️⃣ Building Effective Agents (The one that matters) → https://lnkd.in/gnMXPeym Watch this 3x. Everything else is noise. 6️⃣ Agents with MCP (Anthropic's gift) → https://lnkd.in/gbYGrvuk This protocol changes the entire game 7️⃣ Agent from Scratch (Pain = learning) → https://lnkd.in/gDgh354a No frameworks. Just tears and understanding. 8️⃣ Philo Agents (Production reality) → https://lnkd.in/gvNnyZJy What nobody else shows you These 8 videos = Everything you actually need Which tutorial finally made agents click for you? ♻️ Repost for that friend who keeps saying 'I'll learn AI agents next month' | 24 comments on LinkedIn

OpenAI 𝗹𝗮𝘂𝗻𝗰𝗵𝗲𝗱 𝗮𝗻 𝗲𝗻𝘁𝗶𝗿𝗲 𝗔𝗰𝗮𝗱𝗲𝗺𝘆 𝘁𝗼 𝘁𝗲𝗮𝗰𝗵 𝘆𝗼𝘂 𝗔𝗜 𝗳𝗼𝗿 𝗳𝗿𝗲𝗲 𝗮𝗻𝗱 𝗮𝗹𝗺𝗼𝘀𝘁 𝗻𝗼𝗯𝗼𝗱𝘆 𝗸𝗻𝗼𝘄𝘀! It’s a beginner-friendly, self-paced platform designed to teach anyone — students, teachers, parents, or professionals with zero technical background — how to actually use AI. 𝗛𝗲𝗿𝗲 𝗮𝗿𝗲 𝘀𝗼𝗺𝗲 𝗼𝗳 𝘁𝗵𝗲 𝘁𝗵𝗶𝗻𝗴𝘀 𝘆𝗼𝘂’𝗹𝗹 𝗳𝗶𝗻𝗱 𝗶𝗻𝘀𝗶𝗱𝗲 𝘁𝗵𝗲 𝗔𝗰𝗮𝗱𝗲𝗺𝘆: → How ChatGPT works (broken down simply) → Real-world examples for daily life → Prompt writing, AI ethics & responsible use → Tailored tracks for educators, small businesses & learners → Hands-on tutorials directly in ChatGPT This is practical AI education — accessible to everyone, and completely free. The ability to use AI effectively is quickly becoming a core skill. Not just for engineers, but for every profession. I consider initiatives like this as an important step toward closing the AI literacy gap and ensuring that the future of AI is shaped by many, not just a few. Explore it here: https://academy.openai.com 𝗣.𝗦. 𝗜 𝗿𝗲𝗰𝗲𝗻𝘁𝗹𝘆 𝗹𝗮𝘂𝗻𝗰𝗵𝗲𝗱 𝗮 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿 𝘄𝗵𝗲𝗿𝗲 𝗜 𝘄𝗿𝗶𝘁𝗲 𝗮𝗯𝗼𝘂𝘁 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀, 𝗲𝗺𝗲𝗿𝗴𝗶𝗻𝗴 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀, 𝗮𝗻𝗱 𝗵𝗼𝘄 𝘁𝗼 𝘀𝘁𝗮𝘆 𝗮𝗵𝗲𝗮𝗱 𝘄𝗵𝗶𝗹𝗲 𝗼𝘁𝗵𝗲𝗿𝘀 𝘄𝗮𝘁𝗰𝗵 𝗳𝗿𝗼𝗺 𝘁𝗵𝗲 𝘀𝗶𝗱𝗲𝗹𝗶𝗻𝗲𝘀. 𝗜𝘁’𝘀 𝗳𝗿𝗲𝗲, 𝗮𝗻𝗱 𝘆𝗼𝘂 𝗰𝗮𝗻 𝘀𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲 𝗵𝗲𝗿𝗲: https://lnkd.in/dbf74Y9E | 32 comments on LinkedIn

A visual introduction to transformers. This chapter focuses on the overall structure, and word embeddings

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BOOM! Microsoft just dropped a FREE 18-episode series on Generative AI. Ideal for people who are new to AI & wanna start learning. Here are 5 episodes that stood out 𝗜𝘁 𝘄𝗶𝗹𝗹 𝘁𝗮𝗸𝗲 𝘆𝗼𝘂 𝗹𝗲𝘀𝘀 𝘁𝗵𝗮𝗻 𝟭.𝟱 𝗵𝗼𝘂𝗿𝘀 𝘁𝗼 𝘄𝗮𝘁𝗰𝗵 𝗮𝗹𝗹 𝘁𝗵𝗲𝘀𝗲: 👉 Introduction to Generative AI and LLMs https://lnkd.in/dxds5CXY 👉 Exploring and Comparing Different LLMs https://lnkd.in/dnu5sP68 👉 Understanding Prompt Engineering Fundamentals https://lnkd.in/d8t56acG 👉 Building Low-Code AI Applications https://lnkd.in/dKVXmdeK 👉 AI Agents – Introduces AI Agents, where LLMs can take actions via tools or frameworks. https://lnkd.in/d8VKw7Ve More resources are in the comments. Repost this post to help others in your network. | 91 comments on LinkedIn

1. Set clear learning goals  ↳ Knowing what you want to learn makes it easier. ↳ Claude helps you define your path. 2. Provide context for your knowledge  ↳ Understanding the bigger picture is key.  ↳ Claude connects new ideas to what you already know. 3. Request detailed explanations  ↳ Sometimes, you need more than a quick answer.  ↳ Claude can dive deep into complex topics. 4. Get real-world examples  ↳ Learning is better with practical applications.  ↳ Claude shows how concepts work in the real world. 5. Practice writing and receive feedback  ↳ Writing helps solidify your knowledge.  ↳ Claude gives instant feedback to improve your skills. 6. Role-play for languages or coding  ↳ Learning by doing is effective.  ↳ Claude can simulate conversations or coding scenarios. 7. Fact-check surprising claims  ↳ Misinformation is everywhere.  ↳ Claude helps you verify facts and claims. 8. Take breaks and reflect on learning  ↳ Reflection is vital for understanding.  ↳ Claude reminds you to pause and think. 9. Keep a learning journal  ↳ Tracking your progress is important.  ↳ Claude can help you log your journey. 10. Iterate and refine understanding  ↳ Learning is a process.  ↳ Claude encourages you to improve your knowledge.  | 246 comments on LinkedIn

Hugging Face 𝗷𝘂𝘀𝘁 𝗱𝗿𝗼𝗽𝗽𝗲𝗱 9 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗰𝗼𝘂𝗿𝘀𝗲𝘀! If you’re trying to level up or pivot into AI — this is pure gold. 𝗔𝗹𝗹 OPEN. 𝗔𝗹𝗹 FREE. 𝗔𝗹𝗹 expert thaugt. Here’s what’s inside (with links): ⬇️ 1. 𝗟𝗟𝗠 𝗖𝗼𝘂𝗿𝘀𝗲 Master large language models fast. Train, fine-tune, deploy with Transformers. → https://lnkd.in/dcCMCs96 2. 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 𝗖𝗼𝘂𝗿𝘀𝗲 Build multi-step reasoning agents with LangChain + HuggingFace. → https://lnkd.in/dJD3QRuT 3. 𝗗𝗲𝗲𝗽 𝗥𝗟 𝗖𝗼𝘂𝗿𝘀𝗲 Teach AI to learn like a human. Reward-based decision-making in real environments. → https://lnkd.in/d8JuRvn8 4. 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲 Image classification, segmentation, object detection — with HF models. https://lnkd.in/dEH8Tx-v 5. 𝗔𝘂𝗱𝗶𝗼 𝗖𝗼𝘂𝗿𝘀𝗲 Turn sound into signal. Voice recognition, music tagging, audio generation. → https://lnkd.in/dZtkA3sw 6. 𝗠𝗟 𝗳𝗼𝗿 𝗚𝗮𝗺𝗲𝘀 𝗖𝗼𝘂𝗿𝘀𝗲 AI-powered game design: NPCs, logic, procedural generation. → https://lnkd.in/d4RhU6pz 7. 𝗠𝗟 𝗳𝗼𝗿 3𝗗 𝗖𝗼𝘂𝗿𝘀𝗲 Work with point clouds, meshes, and 3D data in ML. → https://lnkd.in/dU8T8BPw 8. 𝗗𝗶𝗳𝗳𝘂𝘀𝗶𝗼𝗻 𝗠𝗼𝗱𝗲𝗹𝘀 𝗖𝗼𝘂𝗿𝘀𝗲 The tech behind DALL·E and Stable Diffusion. Generate visuals from noise — step by step. → https://lnkd.in/dFwN_idt 9. 𝗢𝗽𝗲𝗻-𝗦𝗼𝘂𝗿𝗰𝗲 𝗔𝗜 𝗖𝗼𝗼𝗸𝗯𝗼𝗼𝗸 Not a course — a growing library of real-world AI notebooks. Copy, remix, and build. → https://lnkd.in/dQ5BXvSz There’s no excuse left. Save this. Study it. Build. Share this with your network to help them level up! ♻️ Which one will you start with? | 16 comments on LinkedIn

(I didn't even know that was a thing! 🙃 ) Not able to make attend? Here is everything that was covered from theory to application is now available for free... ➡️ Day 1: Foundational Models & Prompt Engineering https://lnkd.in/d-_w3gXj ➡️ Day 2: Embeddings & Vector Stores / Databases https://lnkd.in/dkmfDUcp ➡️ Day 3: Generative AI Agents https://lnkd.in/dd3Zd2-F ➡️ Day 4: Domain-Specific LLMs https://lnkd.in/d6Z39yqt ➡️ Day 5: MLOps for Generative AI https://lnkd.in/dcXCTPVF And, be sure to check out the winners of the course's capstone project: building tools from Generative AI (classroom assistants, schedulers, mock interviewers and more.) https://lnkd.in/dPsXnrct Interested in putting all of those newly-developed AI skills to use? Here are some of the latest job openings here at Google: http://google.com/careers. Hope to see you around! 😊 #google #lifeatgoogle #training #ai #education | 21 comments on LinkedIn

𝗢𝗽𝗲𝗻𝗔𝗜 𝗷𝘂𝘀𝘁 𝗹𝗮𝘂𝗻𝗰𝗵𝗲𝗱 𝘀𝗼𝗺𝗲𝘁𝗵𝗶𝗻𝗴 𝗕𝗜𝗚 — 𝗮𝗻𝗱 𝗯𝗮𝗿𝗲𝗹𝘆 𝗮𝗻𝘆𝗼𝗻𝗲 𝗶𝘀 𝘁𝗮𝗹𝗸𝗶𝗻𝗴 𝗮𝗯𝗼𝘂𝘁 𝗶𝘁! Yesterday, I spent a few hours diving into the newly launched "𝗢𝗽𝗲𝗻𝗔𝗜 𝗔𝗰𝗮𝗱𝗲𝗺𝘆". And it's an absolute goldmine of FREE AI education, packed with tutorials, live workshops, labs and real-world case studies. Whether you're just starting or already building with GPTs — there’s definitely something here for you. And it’s all 100% FREE and beginner-friendly tracks (no code needed). Here is some stuff to have an eye on: 𝗨𝗽𝗰𝗼𝗺𝗶𝗻𝗴 𝗪𝗲𝗯𝗶𝗻𝗮𝗿𝘀: – Introduction to ChatGPT: https://lnkd.in/e4dgUbWj – AI in Action: Uses for Work, Learning & Life: https://lnkd.in/efXpXY_9 𝗔𝗿𝗰𝗵𝗶𝘃𝗲𝗱 𝗪𝗲𝗯𝗶𝗻𝗮𝗿𝘀: – ChatGPT 101: A Guide to Your Super Assistant: https://lnkd.in/e6RJMcEC – ChatGPT 102: Using AI to Do Your Best Work: https://lnkd.in/eF4iQfFz – Advanced Prompt Engineering: https://lnkd.in/eb9JGYkY 𝗖𝗵𝗮𝘁𝗚𝗣𝗧 𝗮𝘁 𝗪𝗼𝗿𝗸 𝗖𝗼𝗹𝗹𝗲𝗰𝘁𝗶𝗼𝗻: – ChatGPT Search: https://lnkd.in/e8fRSkPT – ChatGPT for Data Analysis: https://lnkd.in/ezssYnGk – Introduction to GPTs: https://lnkd.in/eiUCDF9u 𝗖𝗵𝗮𝘁𝗚𝗣𝗧 𝗼𝗻 𝗖𝗮𝗺𝗽𝘂𝘀 𝗖𝗼𝗹𝗹𝗲𝗰𝘁𝗶𝗼𝗻: – AI for Academic Success: https://lnkd.in/e9hPwRsF – AI for Career Prep: Resumes & Interviews: https://lnkd.in/ezK62jzQ 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 𝗕𝘂𝗶𝗹𝗱 𝗛𝗼𝘂𝗿𝘀 𝗖𝗼𝗹𝗹𝗲𝗰𝘁𝗶𝗼𝗻: – Fine-Tuning: https://lnkd.in/e2iqWD7J – Assistants & Agents: https://lnkd.in/em6FBu2Q Link to the academy: https://lnkd.in/d8GK4sC4 Definitely very interesting to see that OpenAI is now also building their own learning ecosystem. ENJOY! | 58 comments on LinkedIn

Nvidia is now offering free AI courses No payment needed to learn from the best. If you want to start off your January right, consider taking these 5 short… | 10 comments on LinkedIn

Mit den KI.Welten bieten wir einen explorativen Überblick über die Anwendungsgebiete und Einsatzmöglichkeiten von KI im Unternehmen und im Alltag. Entdecken Sie spielerisch unterschiedliche Themeninseln und KI-Schwerpunkte.

Guess what! 😃 Google's 5-Day Gen AI Intensive Course is now available as a free, self-paced learning program for anyone interested in learning all about the… | 12 comments on LinkedIn

Mit "Schule macht KI" & "Schule macht Daten" gibt es vom KI-Campus zwei kostenfreie Online-Kurse für Lehrkräfte, um etwa die Grundlagen von künstlicher…

AI Skilling Week: Von 2.-6. September 2024 dreht sich alles um KI. Kostenlos und digital. Produktiv zurück aus der Sommerpause. Learn Connect Grow.

Google, Harvard, and others are providing free AI classes (no payment required). Here are 8 free courses to learn AI by 2024: 1. Google AI Courses. Google… | 89 comments on LinkedIn

Learn more about MinnaLearn's and the University of Helsinki's AI course - no programming or complicated math required.

We're excited to introduce AI Search in #Education — a seven day course designed for #teachers that explores AI-basics, the various AI offerings for educators,… | 11 comments on LinkedIn

"Die Forschung zeigt, dass die Vorteile der KI bestehende Ungleichheiten verschärfen könnten –…

(With the links to complete them) Looking to show your network you understand AI?  Well now is your chance… | 132 comments on LinkedIn

They're great for anyone looking to get smarter about AI this year. Check them out:  1. AI…

They're great for anyone looking to get smarter about AI this year. Check them out:  1. AI… | 13 comments on LinkedIn

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.