collins
@collcoreone
Business Analyst @amazon | Buidling Cultures & GTM Engines at Scale
AI Engineer vs ML Engineer - What’s the Difference? If you’re starting your journey in AI, you’ve probably heard both these roles. But they’re not the same. Here’s the breakdown: 🔧 AI Engineers → Build complete AI systems → Integrate AI into real-world products → Work with…
LLM fine-tuning techniques I'd learn if I were to customize them: Bookmark this. 1. LoRA 2. QLoRA 3. Prefix Tuning 4. Adapter Tuning 5. Instruction Tuning 6. P-Tuning 7. BitFit 8. Soft Prompts 9. RLHF 10. RLAIF 11. DPO (Direct Preference Optimization) 12. GRPO (Group Relative…
Tokenization is changing. It has been the part of the stack nobody cared about until models started eating tons of text for breakfast. Tokenization is the step that turns raw text into token IDs so a model can actually do math on it, deciding whether “Steve job's daughter btw”…
Evolution of AI Agents Image Credit- Brij Kishore Pandey
Computer science education feels misaligned with how engineering actually works today. On one end, students are taught as if AI tools don’t exist at all. On the other, many are pushed toward “vibe coding,” where the model does the thinking and understanding breaks down. Neither…
We get many questions about neurodivergence. It brings real strengths, and real challenges. Most learning platforms miss the mark by either ignoring differences or overcorrecting into culture and motivation over outcomes. ICAMP sits outside both. We’re not a…
Two people can sit in the same classroom, follow the same syllabus, and put in similar efforts, whilst achieve very different outcomes. This highlights a fundamental limitation in how learning systems are designed. At ICAMP, the adaptive learning is what allows systems to…
Next.js 16.1 • Faster compilation in 𝚍𝚎𝚟 with file system caching • New bundle analyzer for inspecting and optimizing your code • Easier debugging with 𝚗𝚎𝚡𝚝 𝚍𝚎𝚟 --𝚒𝚗𝚜𝚙𝚎𝚌𝚝 nextjs.org/blog/next-16-1
Yes
Researchers have found two new vulnerabilities in React Server Components while attempting to exploit the patches last week. These are new issues, separate from the critical CVE last week. The patch for React2Shell remains effective for the Remote Code Execution exploit.
Bitcoin hits $93,000 this morning. Is the Monday morning US open gonna rug us again?
Gemini 3. AlphaEvolve. Antigravity... Find out what's next at #GoogleCloudNext, April 22–24. Register today → goo.gle/4s6kjwU
🚨 AGENTS COMPANION: A NEW WHITEPAPER BY GOOGLE Get the 76-Page PDF:
Speaking of code editors - Can we just acknowledge how mouth watering this typeface from @jetbrains is? jetbrains.com/lp/mono/
🐍Python Mistakes Everyone Makes ❌ Day 15: Misunderstanding bool("False") Detailed Explanation: clcoding.com/2025/12/day-15…
Python Coding challenge - Day 946| What is the output of the following Python Code? Answer with Explanation: clcoding.com/2026/01/python…
🥞🦜 Full Stack LLM Bootcamp 🦜🥞 tl;dr We're releasing our lectures on building LLM-powered apps, for FREE. 🚀 Launch an LLM App in One Hour ✨ Prompt Engineering 🗿 LLM Foundations 🔨 Augmented LLMs 🤷 UX for LUIs 🏎️ LLMOps 🔮 What's Next? 👷 Project Walkthrough Learn more:
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