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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📌 Product Quasi-Experimentation: Statistical Techniques When Standard A/B Testing Is Not Possible

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-19 | ⏱️ Read time: 6 min read

A guide to the most popular techniques when randomized A/B testing is not possible
📌 YOLO inference with Docker via API

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-19 | ⏱️ Read time: 16 min read

Learn how to orchestrate object detection inference via a REST API with Docker
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📌 A Python Engineer’s Introduction to 3D Gaussian Splatting (Part 3)

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-18 | ⏱️ Read time: 9 min read

Part 3 of our Gaussian Splatting tutorial, showing how to render splats onto a 2D…
📌 Towards Generalization on Graphs: From Invariance to Causality

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-18 | ⏱️ Read time: 19 min read

This blog post shares recent papers on out-of-distribution generalization on graph-structured data
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📌 How to Plan for Your Next Career Move in Data Science and Machine Learning

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-18 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
📌 Introducing Path-Swarm & Super-Swarm: Next Level Swarm Charts

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-18 | ⏱️ Read time: 44 min read

Learn about Path-Swarm Charts and create you own with Python
🤖🧠 Join the 5-Day AI Agents Intensive Course with Google

🗓️ 07 Oct 2025
📚 AI News & Trends

Artificial Intelligence is rapidly evolving beyond chatbots and text generation. The next frontier is AI agents — 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 ...

#aiagents #dayai #googleartificial #agentsintelligent #ai #evolvingchatbots
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📌 Why Machine Learning Is Not Made for Causal Estimation

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-07-18 | ⏱️ Read time: 17 min read

Predictive vs. causal inference: a critical distinction
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📌 AI, Write and Style My CV

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-07-18 | ⏱️ Read time: 26 min read

Agentic Workflow Writing Structured Documents, A Line-by-Line Tutorial
📌 Semantic Search Engine for Emojis in 50+ Languages Using AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-17 | ⏱️ Read time: 14 min read

If you are on social media like Twitter or LinkedIn, you have probably noticed that…
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🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code

🗓️ 07 Oct 2025
📚 AI News & Trends

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. That’s where Cognee comes in. It is an open-source framework designed to provide AI agents with memory using a unique ...

#AI #Memory #AIAgents #OpenSource #RAG #ArtificialIntelligence
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📌 BlazeFace: How to Run Real-time Object Detection in the Browser

🗂 Category: JAVASCRIPT

🕒 Date: 2024-07-17 | ⏱️ Read time: 14 min read

A step-by-step guide to training a BlazeFace model, from the Python training pipeline to the…
📌 Validations in Pydantic V2

🗂 Category:

🕒 Date: 2024-07-17 | ⏱️ Read time: 9 min read

Validating with Field, Annotated, field validator, and model validator
🤖🧠 ROMA: The Ultimate AI Framework That Lets You Build High-Performance Agents in Minutes

🗓️ 11 Oct 2025
📚 AI News & Trends

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 ROMA’s architecture, technical capabilities, practical ...

#AI #MachineLearning #MultiAgentSystems #ArtificialIntelligence #HighPerformance #ROMA
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📌 Data Curation Practices to Minimize Bias in Medical AI

🗂 Category:

🕒 Date: 2024-07-17 | ⏱️ Read time: 9 min read

Ensuring fair and equitable healthcare outcomes from medical AI applications
🤖🧠 15+ Gemini AI Photo Editing Prompts for Boys: Create Stunning Styles & Expressions in 2025

🗓️ 11 Oct 2025
📚 AI News & Trends

Are you looking to take your portraits to the next level? With Gemini AI Photo Editing Prompts, boys can now turn ordinary photos into ultra-realistic, cinematic or high-fashion images effortlessly. These prompts are specifically designed to work with uploaded images, allowing you to enhance your existing photos while keeping the subject intact. Whether you’re curating ...

#GeminiAI #PhotoEditing #PortraitPhotography #AIart #BoysFashion #2025Trends
📌 How to Succeed as a Machine Learning Engineer in the Industry

🗂 Category: CAREER ADVICE

🕒 Date: 2024-07-17 | ⏱️ Read time: 6 min read

5 tips that helped me consistently exceed expectations in BigTech
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📌 Judge an LLM Judge: A Dual-Layer Evaluation Framework for Continuous Improvement of LLM Evaluation

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-07-17 | ⏱️ Read time: 13 min read

Can “the evaluation of an LLM application by an LLM judge” be audited by another…
📌 Exploring the Latest Advances in Foundation Time-series Models

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-17 | ⏱️ Read time: 9 min read

Fast and accurate forecasting of new data – without training
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🤖🧠 DeepEval: The Ultimate LLM Evaluation Framework for AI Developers

🗓️ 07 Oct 2025
📚 AI News & Trends

In today’s AI-driven world, large language models (LLMs) have become central to modern applications from chatbots to intelligent AI agents. However, ensuring the accuracy, reliability and safety of these models is a significant challenge. Even small errors, biases or hallucinations can result in misleading information, frustrated users or business setbacks. This is where DeepEval, an ...

#DeepEval #LLM #AIDevelopment #LanguageModels #ModelEvaluation #ArtificialIntelligence