Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ Bit-LoRA as an application of BitNet and 1.58 bit neural network technologies

πŸ—‚ Category:

πŸ•’ Date: 2024-06-03 | ⏱️ Read time: 15 min read

Abstract: applying ~1bit transformer technology to LoRA adapters allows us to reach comparable performance with…
πŸ“Œ Optimizing Memory Consumption for Data Analytics Using Python – From 400 to 0.1

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-03 | ⏱️ Read time: 9 min read

Reducing the memory consumption of your code means reducing hardware requirements
πŸ“Œ ML Engineering 101: A Thorough Explanation of The Error β€œDataLoader worker (pid(s) xxx) exited…

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-03 | ⏱️ Read time: 6 min read

A deep dive into PyTorch DataLoader with Multiprocessing
πŸ“Œ Linear Attention Is All You Need

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-06-02 | ⏱️ Read time: 10 min read

Self-attention at a fraction of the cost?
πŸ“Œ Measuring The Intrinsic Causal Influence Of Your Marketing Campaigns

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-02 | ⏱️ Read time: 11 min read

Causal AI, exploring the integration of causal reasoning into machine learning
πŸ“Œ Comparing Country Sizes with GeoPandas

πŸ—‚ Category:

πŸ•’ Date: 2024-06-02 | ⏱️ Read time: 14 min read

How to project, shift, and rotate geospatial data
πŸ“Œ How I Use ChatGPT As A Data Scientist

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-02 | ⏱️ Read time: 8 min read

How ChatGPT improved my productivity as a data scientist
πŸ“Œ PRISM-Rules in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-02 | ⏱️ Read time: 14 min read

A simple python rules-induction system
πŸ“Œ Performance Insights from Sigma Rule Detections in Spark Streaming

πŸ—‚ Category: CYBERSECURITY

πŸ•’ Date: 2024-06-01 | ⏱️ Read time: 13 min read

Utilizing Sigma rules for anomaly detection in cybersecurity logs: A study on performance optimization
πŸ“Œ Why You Don’t Need JS to Make 3D plots

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-01 | ⏱️ Read time: 6 min read

Visualizing crime geodata in python
πŸ“Œ AI Use Cases are Fundamentally Different

πŸ—‚ Category: ROBOTICS

πŸ•’ Date: 2024-05-31 | ⏱️ Read time: 9 min read

How to find unique use cases for AI and places where moderate AI performance is…
πŸ“Œ YOLO – Intuitively and Exhaustively Explained

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-05-31 | ⏱️ Read time: 31 min read

The genesis of the most widely used object detection models.
πŸ“Œ A Deep Dive into In-Context Learning

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2024-05-31 | ⏱️ Read time: 11 min read

Stepping out of the β€œcomfort zone” – part 2/3 of a deep-dive into domain adaptation…
πŸ“Œ Deep Dive into Anthropic’s Sparse Autoencoders by Hand

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-05-31 | ⏱️ Read time: 12 min read

Explore the concepts behind the interpretability quest for LLMs
πŸ“Œ On-Device Machine Learning in Spatial Computing

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-02-17 | ⏱️ Read time: 18 min read

The landscape of computing is undergoing a profound transformation with the emergence of spatial computing…
πŸ“Œ Roadmap to Becoming a Data Scientist, Part 4: Advanced Machine Learning

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-14 | ⏱️ Read time: 15 min read

Introduction Data science is undoubtedly one of the most fascinating fields today. Following significant breakthroughs in…
πŸ“Œ Building a Data Engineering Center of Excellence

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-02-13 | ⏱️ Read time: 11 min read

As data continues to grow in importance and become more complex, the need for skilled…
πŸ€–πŸ§  NanoChat: The Best ChatGPT That $100 Can Buy

πŸ—“οΈ 20 Oct 2025
πŸ“š AI News & Trends

In a world dominated by billion-dollar AI models like GPT-4 and Claude 3, it’s refreshing to see a minimalist, open-source alternative that puts the power of Large Language Models (LLMs) back into the hands of hackers, researchers and enthusiasts. Enter NanoChat – an end-to-end, full-stack implementation of a ChatGPT-style AI chatbot developed by Andrej Karpathy, ...

#NanoChat #ChatGPT #AI #LargeLanguageModels #OpenSource #AndrejKarpathy
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πŸ€–πŸ§  NanoChat: The Best ChatGPT That $100 Can Buy

πŸ—“οΈ 20 Oct 2025
πŸ“š AI News & Trends

In a world dominated by billion-dollar AI models like GPT-4 and Claude 3, it’s refreshing to see a minimalist, open-source alternative that puts the power of Large Language Models (LLMs) back into the hands of hackers, researchers and enthusiasts. Enter NanoChat – an end-to-end, full-stack implementation of a ChatGPT-style AI chatbot developed by Andrej Karpathy, ...

#NanoChat #ChatGPT #AI #LargeLanguageModels #OpenSource #AndrejKarpathy
πŸ€–πŸ§  PaddleOCR-VL: Redefining Multilingual Document Parsing with a 0.9B Vision-Language Model

πŸ—“οΈ 20 Oct 2025
πŸ“š AI News & Trends

In an era where information is predominantly digital, the ability to extract, interpret and organize data from documents is crucial. From invoices and research papers to multilingual contracts and handwritten notes, document parsing stands at the intersection of vision and language. Traditional Optical Character Recognition (OCR) systems have made impressive strides but they often fall ...

#PaddleOCR-VL #Multilingual #DocumentParsing #VisionLanguageModel #OCR #AI
πŸ€–πŸ§  PaddleOCR-VL: Redefining Multilingual Document Parsing with a 0.9B Vision-Language Model

πŸ—“οΈ 20 Oct 2025
πŸ“š AI News & Trends

In an era where information is predominantly digital, the ability to extract, interpret and organize data from documents is crucial. From invoices and research papers to multilingual contracts and handwritten notes, document parsing stands at the intersection of vision and language. Traditional Optical Character Recognition (OCR) systems have made impressive strides but they often fall ...

#PaddleOCR-VL #Multilingual #DocumentParsing #VisionLanguageModel #OCR #AI
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