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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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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!

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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


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๐Ÿงน ObjectClear โ€” an AI-powered tool for removing objects from images effortlessly.

โš™๏ธ What It Can Do:

๐Ÿ–ผ๏ธ Upload any image
๐ŸŽฏ Select the object you want to remove
๐ŸŒŸ The model automatically erases the object and intelligently reconstructs the background

โšก๏ธ Under the Hood:

โ€” Uses Segment Anything (SAM) by Meta for object segmentation
โ€” Leverages Inpaint-Anything for realistic background generation
โ€” Works in your browser with an intuitive Gradio UI

โœ”๏ธ Fully open-source and can be run locally.

๐Ÿ“Ž GitHub: https://github.com/zjx0101/ObjectClear

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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

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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

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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
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โ”Œ ๐Ÿ“‚ Int Data Science Python Dash
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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:
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๐Ÿ”ฅ Trending Repository: 500-AI-Agents-Projects

๐Ÿ“ Description: The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

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๐Ÿ’ป Programming Languages: Not available

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==================================
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This GitHub repository is a real treasure trove of free programming books.

Here you'll find hundreds of books on topics like #AI, #blockchain, app development, #game development, #Python #webdevelopment, #promptengineering, and many more โœ‹

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๐Ÿค–๐Ÿง  Join the 5-Day AI Agents Intensive Course with Google

๐Ÿ—“๏ธ 07 Oct 2025
๐Ÿ“š AI News & Trends

Artificial Intelligence is rapidly evolving beyond chatbots and text generation. The next frontier is AI agents โ€” intelligent, autonomous systems that can reason, take action and collaborate with tools and other agents. To help developers and practitioners build these next-generation systems, Google is launching the 5-Day AI Agents Intensive, a no-cost, online program running from ...

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๐Ÿค–๐Ÿง  Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code

๐Ÿ—“๏ธ 07 Oct 2025
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Artificial Intelligence is evolving rapidly, but one of the biggest challenges for developers is building agents that remember, reason and adapt. Traditional RAG (Retrieval-Augmented Generation) systems often fall short when handling context, scalability and precision. Thatโ€™s where Cognee comes in. It is an open-source framework designed to provide AI agents with memory using a unique ...

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๐Ÿค–๐Ÿง  ROMA: The Ultimate AI Framework That Lets You Build High-Performance Agents in Minutes

๐Ÿ—“๏ธ 11 Oct 2025
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Artificial Intelligence continues to evolve at an unprecedented pace, with agent-based frameworks becoming increasingly important for tackling complex problems. ROMA (Recursive Open Meta-Agents) represents a significant leap forward in this space, providing developers and researchers with a hierarchical, flexible, and high-performance framework for building multi-agent AI systems. This article explores ROMAโ€™s architecture, technical capabilities, practical ...

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