#deeplearningbasics 검색 결과

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🤔🤖 Can you really master #AgenticAI in 15 steps❓ 💡I’m testing this roadmap ➜ from crafting prompts to building intelligent, self-learning ecosystems. ⚡️ Here’s what it looks like 👇 🧠 Roadmap to Master Agentic #AI ⤵️ ➤ ➊ Multi-Agent Collaboration ➜ Build ecosystems…

Why is DeepSeek-OCR such a BIG DEAL? Existing LLMs struggle with long inputs because they can only handle a fixed number of tokens, known as the context window, and attention cost grows quickly as inputs get longer. DeepSeek-OCR takes a new approach. Instead of sending long…

If you want to learn Deep Learning from the ground up to advanced techniques, this open resource is a gem. Full notebook suite -> Link in comments

LLMs (Large Language Models) Learning Roadmap |-- Foundations of Machine Learning | |-- Linear Algebra, Probability & Statistics | |-- Supervised, Unsupervised & Reinforcement Learning | |-- Model Training, Validation & Evaluation | |-- Overfitting, Regularization &…

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AI = (Clarity + Context + Creativity) × Precision Smart prompts aren’t written, they’re engineered. These 17 rules are your formula for unlocking machine intelligence. Master the equation, and you master ChatGPT. Precision in input = brilliance in output.

A must-read paper → Fundamentals of Building Autonomous LLM Agents Reviews the core cognitive subsystems that make up autonomous LLM-powered agents, including: - Perception - Reasoning & planning: CoT, MCTS, ReAct, Tree-of-Thought (ToT) techniques - Long- & short-term memory -…

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"The more you teach others, the smarter you become" Do you think teaching others will reduce your knowledge? On the contrary, your brain is forced to understand more deeply, broaden your horizons and become more aware of gaps that you were previously unaware of. The Feynman…

If you still don’t understand AI in 2025, you’re already behind. The world’s smartest professionals are reskilling. FAST. Here are 8 free AI courses from Google, Harvard & OpenAI that will turn you from “AI user” to AI strategist.

Andrej Karpathy says you should learn AI depthwise, not breadthwise. Most education is breadthwise: watch lectures, memorize formulas, and trust you'll need it later. Karpathy flips this by learning "depthwise, on demand." What this means: Pick a project, start building, and…

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What is a tensor? #DeepLearningBasics

💻Deep Agents CLI Using the deepagents package, we built a simple coding CLI as an example of a coding application you could build on top of deepagents We added in a concept of memory so that it would remember instructions and guidance over time Blog: blog.langchain.com/introducing-de……

1/ DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning This changes everything: Researchers are teaching large language models to develop independent, deep thinking - without humans dictating every single step of the thought process. A game changer for AI…