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Discover powerful insights with Python, Machine Learning, Coding, and Rโ€”your essential toolkit for data-driven solutions, smart alg

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https://t.me/addlist/8_rRW2scgfRhOTc0

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๐Ÿ”ฅ Master Vision Transformers with 65+ MCQs! ๐Ÿ”ฅ

Are you preparing for AI interviews or want to test your knowledge in Vision Transformers (ViT)?

๐Ÿง  Dive into 65+ curated Multiple Choice Questions covering the fundamentals, architecture, training, and applications of ViT โ€” all with answers!

๐ŸŒ Explore Now: https://hackmd.io/@husseinsheikho/vit-mcq

๐Ÿ”น Table of Contents
Basic Concepts (Q1โ€“Q15)
Architecture & Components (Q16โ€“Q30)
Attention & Transformers (Q31โ€“Q45)
Training & Optimization (Q46โ€“Q55)
Advanced & Real-World Applications (Q56โ€“Q65)
Answer Key & Explanations

#VisionTransformer #ViT #DeepLearning #ComputerVision #Transformers #AI #MachineLearning #MCQ #InterviewPrep


โœ‰๏ธ Our Telegram channels: https://t.me/addlist/0f6vfFbEMdAwODBk

๐Ÿ“ฑ Our WhatsApp channel: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
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๐Ÿš€ Comprehensive Guide: How to Prepare for an Image Processing Job Interview โ€“ 500 Most Common Interview Questions

Let's start: https://hackmd.io/@husseinsheikho/IP

#ImageProcessing #ComputerVision #OpenCV #Python #InterviewPrep #DigitalImageProcessing #MachineLearning #AI #SignalProcessing #ComputerGraphics

โœ‰๏ธ Our Telegram channels: https://t.me/addlist/0f6vfFbEMdAwODBk

๐Ÿ“ฑ Our WhatsApp channel: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
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๐Ÿš€ Comprehensive Guide: How to Prepare for a Graph Neural Networks (GNN) Job Interview โ€“ 350 Most Common Interview Questions

Read: https://hackmd.io/@husseinsheikho/GNN-interview

#GNN #GraphNeuralNetworks #MachineLearning #DeepLearning #AI #DataScience #PyTorchGeometric #DGL #NodeClassification #LinkPrediction #GraphML

โœ‰๏ธ Our Telegram channels: https://t.me/addlist/0f6vfFbEMdAwODBk

๐Ÿ“ฑ Our WhatsApp channel: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
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๐Ÿฅ‡ This repo is like gold for every data scientist!

โœ… Just open your browser; a ton of interactive exercises and real experiences await you. Any question about statistics, probability, Python, or machine learning, you'll get the answer right there! With code, charts, even animations. This way, you don't waste time, and what you learn really sticks in your mind!

โฌ…๏ธ Data science statistics and probability topics
โฌ…๏ธ Clustering
โฌ…๏ธ Principal Component Analysis (PCA)
โฌ…๏ธ Bagging and Boosting techniques
โฌ…๏ธ Linear regression
โฌ…๏ธ Neural networks and more...


โ”Œ ๐Ÿ“‚ Int Data Science Python Dash
โ””
๐Ÿฑ GitHub-Repos

๐Ÿ‘‰ @codeprogrammer

#Python #OpenCV #Automation #ML #AI #DEEPLEARNING #MACHINELEARNING #ComputerVision
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๐—ฃ๐—ฟ๐—ฒ๐—ฝ๐—ฎ๐—ฟ๐—ฒ ๐—ณ๐—ผ๐—ฟ ๐—๐—ผ๐—ฏ ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐—ฒ๐˜„๐˜€.

In DS or AI/ML interviews, you need to be able to explain models, debug them live, and design AI/ML systems from scratch. If you canโ€™t demonstrate this during an interview, expect to hear, โ€œWeโ€™ll get back to you.โ€

The attached person's name is Chip Huyen. Hopefully you know her; if not, then I can't help you here. She is probably one of the finest authors in the field of AI/ML.

She designed proper documentation/a book for common ML interview questions.

Target Audiences: ML engineer, a platform engineer, a research scientist, or you want to do ML but donโ€™t yet know the differences among those titles.Check the comment section for links and repos.

๐Ÿ“Œ link:
https://huyenchip.com/ml-interviews-book/

#JobInterview #MachineLearning #AI #DataScience #MLEngineer #AIInterview #TechCareers #DeepLearning #AICommunity #MLSystems #CareerGrowth #AIJobs #ChipHuyen #InterviewPrep #DataScienceCommunit

๏ปฟ
https://t.me/CodeProgrammer ๐ŸŒŸ
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๐Ÿค–๐Ÿง  The Little Book of Deep Learning โ€“ A Complete Summary and Chapter-Wise Overview

๐Ÿ—“๏ธ 08 Oct 2025
๐Ÿ“š AI News & Trends

In the ever-evolving world of Artificial Intelligence, deep learning continues to be the driving force behind breakthroughs in computer vision, speech recognition and natural language processing. For those seeking a clear, structured and accessible guide to understanding how deep learning really works, โ€œThe Little Book of Deep Learningโ€ by Franรงois Fleuret is a gem. This ...

#DeepLearning #ArtificialIntelligence #MachineLearning #NeuralNetworks #AIGuides #FrancoisFleuret
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๐Ÿค–๐Ÿง  Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs

๐Ÿ—“๏ธ 08 Oct 2025
๐Ÿ“š AI News & Trends

In recent years, Large Language Models (LLMs) have revolutionized the world of Artificial Intelligence (AI). From ChatGPT and Claude to Llama and Mistral, these models power the conversational systems, copilots, and generative tools that dominate todayโ€™s AI landscape. However, for most developers and learners, the inner workings of these systems remain a mystery until now. ...

#LargeLanguageModels #LLM #ArtificialIntelligence #DeepLearning #MachineLearning #AIGuides
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