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Machine Learning: From Rule-Based AI to Data-Driven Learning

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@learnopencv

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17 December 2025 7h53

What is Machine Learning?
From rule-based AI to data-driven learning — this video explains how machines learn from data, why traditional rules failed, and how Machine Learning fits into the bigger AI picture.#MachineLearning #ArtificialIntelligence #AIExplained #DeepLearning… pic.twitter.com/euXeOp2rvi
— Satya Mallick (@LearnOpenCV) 17 décembre 2025

What is Machine Learning?
From rule-based AI to data-driven learning — this video explains how machines learn from data, why traditional rules failed, and how Machine Learning fits into the bigger AI picture. #MachineLearning #ArtificialIntelligence #AIExplained #DeepLearning

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17 December 2025
The Art of Crafting Impactful Academic Paper Titles

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@learnopencv

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16 December 2025 8h54

Best paper titles are short but profound statements like "Primes are in P"

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16 December 2025
NVIDIA Nemotron 3: Agent-Ready AI Model Family Explained

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@learnopencv

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16 December 2025 0h47

NVIDIA Nemotron 3 Explained — a quick breakdown of NVIDIA’s new agent-ready AI model family built for reasoning, chat, RAG, and instruction-following.

Learn how Mixture-of-Experts (MoE) architecture enables lower latency, lower cost, and scalable deployment, with Nano, Super,… pic.twitter.com/wKLyxMilYJ
— Satya Mallick (@LearnOpenCV) 15 décembre 2025

NVIDIA Nemotron 3 Explained — a quick breakdown of NVIDIA’s new agent-ready AI model family built for reasoning, chat, RAG, and instruction-following. Learn how Mixture-of-Experts (MoE) architecture enables lower latency, lower cost, and scalable deployment, with Nano, Super,

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16 December 2025
Optimiser la vitesse du code Vision par ordinateur

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@learnopencv

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12 December 2025 19h21

⚡ Speed up your Computer Vision code ⚡
Is your pipeline running slower than it should? You might be cloning/copying images too often — and paying the cost in memory allocations and data movement.

💡 Quick fixes:
✅ Prefer assignment (Mat B = A) unless you truly need an… pic.twitter.com/ZbGJHC1DCO
— Satya Mallick (@LearnOpenCV) 12 décembre 2025

Speed up your Computer Vision code Is your pipeline running slower than it should? You might be cloning/copying images too often — and paying the cost in memory allocations and data movement. Quick fixes: Prefer assignment (Mat B = A) unless you truly need an

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12 December 2025
SAM-3 on Consumer GPUs: Reality Check and Performance Analysis

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@learnopencv

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11 December 2025 19h35

Can SAM-3 run on a normal consumer GPU, or do you need massive compute and a billion-dollar data center? In this video, we break down the real answer. Spoiler: yes… and no.

You’ll learn:
☑️Whether SAM-3 can run on gaming GPUs like those used for 4K gaming or 3D work.
☑️Why… pic.twitter.com/lVu88V2p8y
— Satya Mallick (@LearnOpenCV) 11 décembre 2025

Can SAM-3 run on a normal consumer GPU, or do you need massive compute and a billion-dollar data center? In this video, we break down the real answer. Spoiler: yes… and no. You’ll learn: Whether SAM-3 can run on gaming GPUs like those used for 4K gaming or 3D work. Why

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11 December 2025
Coding Skills as a Path to AI-Generated Income

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@learnopencv

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10 December 2025 4h45

Coding skills unlock Ai income pic.twitter.com/R3neDP8ktl
— Satya Mallick (@LearnOpenCV) 10 décembre 2025

Coding skills unlock Ai income

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10 December 2025
VLM on Edge Part 3: Frameworks Setup and Inference Guide

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@learnopencv

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09 December 2025 22h55

VLM on Edge Part 3: VLM Frameworks Setup and Inference
The ultimate guide to deploying Vision Language Models on resource constrained hardware!

In this video we break it down further with the following.
✅Complete CUDA Math Library tailored for NVIDIA Jetson Orin Nano
✅Fail… pic.twitter.com/JVMviNbdIC
— Satya Mallick (@LearnOpenCV) 9 décembre 2025

VLM on Edge Part 3: VLM Frameworks Setup and Inference
The ultimate guide to deploying Vision Language Models on resource constrained hardware! In this video we break it down further with the following.
Complete CUDA Math Library tailored for NVIDIA Jetson Orin Nano
Fail

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9 December 2025
vLLM: Deploying Large Language Models at Scale Efficiently

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@learnopencv

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20 November 2025 15h33

vLLM: Deploying LLMs at Scale Like OpenAI Want to Deploy LLMs or vision language models at scale? Discover vLLM, the open-source powerhouse that's transforming inference with PagedAttention, continuous batching, and more!
In this short article, we unpack how vLLM slashes

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20 November 2025
DeepSeek-OCR: Revolutionary VLM Reduces Token Usage in OCR Processing

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@learnopencv

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06 November 2025 15h50

📢Revolutionizing OCR: How DeepSeek-OCR Solves Token Explosion

A picture is worth a thousand words, but processing those words shouldn't cost a fortune in compute!
Enter DeepSeek OCR: A game-changing VLM that compresses complex document visuals into just 64 – 400 tokens.

What’s… pic.twitter.com/DjjGcVgOgB
— Satya Mallick (@LearnOpenCV) 6 novembre 2025

Revolutionizing OCR: How DeepSeek-OCR Solves Token Explosion A picture is worth a thousand words, but processing those words shouldn't cost a fortune in compute!
Enter DeepSeek OCR: A game-changing VLM that compresses complex document visuals into just 64 – 400 tokens. What’s

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6 November 2025
Creating 42 Podcast Episodes from Research Papers with NotebookLM

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@learnopencv

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31 October 2025 8h59

I was reading some papers. So, I thought I would use NotebookLM + some vibe coding to create this podcast style video.

I will create 42 episodes to see if people find it useful. If not, I will stop. Enjoy! pic.twitter.com/H97A5cJ7mu
— Satya Mallick (@LearnOpenCV) 31 octobre 2025

I was reading some papers. So, I thought I would use NotebookLM + some vibe coding to create this podcast style video. I will create 42 episodes to see if people find it useful. If not, I will stop. Enjoy!

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31 October 2025

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