30 NumPy MCQs with solutions
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📚 JaidedAI/EasyOCR — an open-source Python library for Optical Character Recognition (OCR) that's easy to use and supports over 80 languages out of the box.
### 🔍 Key Features:
🔸 Extracts text from images and scanned documents — including handwritten notes and unusual fonts
🔸 Supports a wide range of languages like English, Russian, Chinese, Arabic, and more
🔸 Built on PyTorch — uses modern deep learning models (not the old-school Tesseract)
🔸 Simple to integrate into your Python projects
### ✅ Example Usage:
### 📌 Ideal For:
✅ Text extraction from photos, scans, and documents
✅ Embedding OCR capabilities in apps (e.g. automated data entry)
🔗 GitHub: https://github.com/JaidedAI/EasyOCR
👉 Follow us for more: @DataScienceN
#Python #OCR #MachineLearning #ComputerVision #EasyOCR
### 🔍 Key Features:
🔸 Extracts text from images and scanned documents — including handwritten notes and unusual fonts
🔸 Supports a wide range of languages like English, Russian, Chinese, Arabic, and more
🔸 Built on PyTorch — uses modern deep learning models (not the old-school Tesseract)
🔸 Simple to integrate into your Python projects
### ✅ Example Usage:
import easyocr
reader = easyocr.Reader(['en', 'ru']) # Choose supported languages
result = reader.readtext('image.png')
### 📌 Ideal For:
✅ Text extraction from photos, scans, and documents
✅ Embedding OCR capabilities in apps (e.g. automated data entry)
🔗 GitHub: https://github.com/JaidedAI/EasyOCR
👉 Follow us for more: @DataScienceN
#Python #OCR #MachineLearning #ComputerVision #EasyOCR
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Transformer Lesson - Part 1/7: Introduction and Architecture
Let's start:
https://hackmd.io/@husseinsheikho/transformers
Let's start:
https://hackmd.io/@husseinsheikho/transformers
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Are you preparing for AI interviews or want to test your knowledge in Vision Transformers (ViT)?
Basic Concepts (Q1–Q15)
Architecture & Components (Q16–Q30)
Attention & Transformers (Q31–Q45)
Training & Optimization (Q46–Q55)
Advanced & Real-World Applications (Q56–Q65)
Answer Key & Explanations
#VisionTransformer #ViT #DeepLearning #ComputerVision #Transformers #AI #MachineLearning #MCQ #InterviewPrep
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— Uses Segment Anything (SAM) by Meta for object segmentation
— Leverages Inpaint-Anything for realistic background generation
— Works in your browser with an intuitive Gradio UI
#AI #ImageEditing #ComputerVision #Gradio #OpenSource #Python
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In this comprehensive, step-by-step tutorial, you will learn how to build a real-time folder monitoring and intruder detection system using Python.
Create a background program that:
- Monitors a specific folder on your computer.
- Instantly captures a photo using the webcam whenever someone opens that folder.
- Saves the photo with a timestamp in a secure folder.
- Runs automatically when Windows starts.
- Keeps running until you manually stop it (e.g., via Task Manager or a hotkey).
Read and get code: https://hackmd.io/@husseinsheikho/Build-a-Folder-Monitoring
#Python #Security #FolderMonitoring #IntruderDetection #OpenCV #FaceCapture #Automation #Windows #TaskScheduler #ComputerVision
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🚀 Comprehensive Guide: How to Prepare for an Image Processing Job Interview – 500 Most Common Interview Questions
Let's start: https://hackmd.io/@husseinsheikho/IP
#ImageProcessing #ComputerVision #OpenCV #Python #InterviewPrep #DigitalImageProcessing #MachineLearning #AI #SignalProcessing #ComputerGraphics
Let's start: https://hackmd.io/@husseinsheikho/IP
#ImageProcessing #ComputerVision #OpenCV #Python #InterviewPrep #DigitalImageProcessing #MachineLearning #AI #SignalProcessing #ComputerGraphics
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A useful find on GitHub CheatSheets-for-Developers
LINK: https://github.com/crescentpartha/CheatSheets-for-Developers
This is a huge collection of cheat sheets for a wide variety of technologies:
Conveniently structured — you can quickly find the topic you need.
Save it and use it🔥
👉 @DATASCIENCEN
LINK: https://github.com/crescentpartha/CheatSheets-for-Developers
This is a huge collection of cheat sheets for a wide variety of technologies:
JavaScript, Python, Git, Docker, SQL, Linux, Regex, and many others.
Conveniently structured — you can quickly find the topic you need.
Save it and use it
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Opened access to the Jay Welcome Club where the AI bot does all the work itself💻
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Join our WhatsApp channel
There are dedicated resources only for WhatsApp users
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Python | Machine Learning | Data Science | WhatsApp Channel
Python | Machine Learning | Data Science WhatsApp Channel. Welcome to our official WhatsApp Channel – your daily dose of AI, Python, and cutting-edge technology!
Here, we share:
Python tutorials and ready-to-use code snippets
AI & machine learning tips…
Here, we share:
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AI & machine learning tips…
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🚀 Comprehensive Guide: How to Prepare for a Graph Neural Networks (GNN) Job Interview – 350 Most Common Interview Questions
Read: https://hackmd.io/@husseinsheikho/GNN-interview
#GNN #GraphNeuralNetworks #MachineLearning #DeepLearning #AI #DataScience #PyTorchGeometric #DGL #NodeClassification #LinkPrediction #GraphML
Read: https://hackmd.io/@husseinsheikho/GNN-interview
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This repo is awesome. It features RAG, AI Agents, Multi-agent Teams, MCP, Voice Agents, and more.
✅ link: https://github.com/Shubhamsaboo/awesome-llm-apps
#RAG #AIAgents #MultiAgentSystems #VoiceAI #LLMApps
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500 Essential Web Scraping Interview Questions
Start: https://hackmd.io/@husseinsheikho/WS-Interview
Start: https://hackmd.io/@husseinsheikho/WS-Interview
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Python | Machine Learning | Coding | R
500 Essential Web Scraping Interview Questions Start: https://hackmd.io/@husseinsheikho/WS-Interview ✉️ Our Telegram channels: https://t.me/addlist/0f6vfFbEMdAwODBk 📱 Our WhatsApp channel: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
500 Essential Web Scraping Interview Questions with Answers - part 1 (1 to 238)
Link: https://hackmd.io/@husseinsheikho/WS-Ans238
500 Essential Web Scraping Interview Questions with Answers - part 2 (239 to 386)
Link: https://hackmd.io/@husseinsheikho/WS-Ans386
500 Essential Web Scraping Interview Questions with Answers - part 3 (387 to 500)
Link: https://hackmd.io/@husseinsheikho/WS-Ans500
https://t.me/DataScienceQ✅
Link: https://hackmd.io/@husseinsheikho/WS-Ans238
500 Essential Web Scraping Interview Questions with Answers - part 2 (239 to 386)
Link: https://hackmd.io/@husseinsheikho/WS-Ans386
500 Essential Web Scraping Interview Questions with Answers - part 3 (387 to 500)
Link: https://hackmd.io/@husseinsheikho/WS-Ans500
https://t.me/DataScienceQ
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This repository contains a collection of everything needed to work with libraries related to AI and LLM.
More than 120 libraries, sorted by stages of LLM development:
→ Training, fine-tuning, and evaluation of LLM models
→ Integration and deployment of applications with LLM and RAG
→ Fast and scalable model launching
→ Working with data: extraction, structuring, and synthetic generation
→ Creating autonomous agents based on LLM
→ Prompt optimization and ensuring safe use in production
🌟 link: https://github.com/Shubhamsaboo/awesome-llm-apps
👉 @codeprogrammer
More than 120 libraries, sorted by stages of LLM development:
→ Training, fine-tuning, and evaluation of LLM models
→ Integration and deployment of applications with LLM and RAG
→ Fast and scalable model launching
→ Working with data: extraction, structuring, and synthetic generation
→ Creating autonomous agents based on LLM
→ Prompt optimization and ensuring safe use in production
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┌
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#Python #OpenCV #Automation #ML #AI #DEEPLEARNING #MACHINELEARNING #ComputerVision
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