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.
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@HusseinSheikho
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Machine Learning
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Machine Learning
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Reducing Time to Value for Data Science Projects: Part 3
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Category: DATA SCIENCE
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Date: 2025-07-10 |
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Read time: 14 min read
Setting up a robust experimentation process
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Scene Understanding in Action: Real-World Validation of Multimodal AI Integration
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-10 |
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Read time: 13 min read
A deep dive into real-world case studies: from indoor space and urban streets to world-famousβ¦
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Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare
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Category: LARGE LANGUAGE MODELS
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Date: 2025-07-10 |
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Read time: 30 min read
How metrics and monitoring combine with human expertise to build trustworthy AI in healthcare.
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Worried About AI? Use It to Your Advantage
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Category: THE VARIABLE
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Date: 2025-07-10 |
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Read time: 3 min read
This week, we focus on the future of data science and the opportunities that canβ¦
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The Crucial Role of NUMA Awareness in High-Performance Deep Learning
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-10 |
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Read time: 16 min read
PyTorch model performance analysis and optimization β Part 10
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Work Data Is the Next Frontier for GenAI
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Category: LARGE LANGUAGE MODELS
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Date: 2025-07-09 |
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Read time: 17 min read
9 reasons why work data is the single most valuable data source for LLM training,β¦
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Recap of all types of LLM Agents
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Category: LARGE LANGUAGE MODELS
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Date: 2025-07-09 |
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Read time: 6 min read
Regular, ReAct, Chain-of-Thought, Reflexion, ToT, GoT, PoT
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AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-09 |
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Read time: 12 min read
What two groundbreaking studies reveal about the future of human-AI collaboration, and the enterprise playbookβ¦
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How to Perform Effective Data Cleaning for Machine Learning
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Category: MACHINE LEARNING
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Date: 2025-07-09 |
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Read time: 11 min read
Learn how you can improve your machine learning models using effective data cleaning
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Time Series Forecasting Made Simple (Part 3.1): STL Decomposition
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Category: DATA SCIENCE
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Date: 2025-07-09 |
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Read time: 24 min read
STL Decomposition excels when seasonal patterns evolve over time.
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How to Fine-Tune Small Language Models to Think with Reinforcement Learning
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Category: LARGE LANGUAGE MODELS
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Date: 2025-07-08 |
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Read time: 23 min read
A visual tour and from-scratch guide to train GRPO reasoning models in PyTorch
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What I Learned in my First 18 Months as a Freelance Data Scientist
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Category: DATA SCIENCE
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Date: 2025-07-08 |
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Read time: 13 min read
The taxes and health insurance edition
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Build Interactive Machine Learning Apps with Gradio
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-08 |
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Read time: 7 min read
Create a fun text-to-speech demo in minutes
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Microsoftβs Revolutionary Diagnostic Medical AI, Explained
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-08 |
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Read time: 12 min read
Microsoftβs latest paper discusses a path to medical superintelligence. How close are we, really?
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Run Your Python Code up to 80x Faster Using the Cython Library
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Category: PROGRAMMING
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Date: 2025-07-08 |
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Read time: 13 min read
A four-step plan for C language speed where it matters most
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The Five-Second Fingerprint: Inside Shazamβs Instant Song ID
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Category: DATA SCIENCE
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Date: 2025-07-07 |
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Read time: 9 min read
How Shazam recognizes songs in seconds
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Your Personal Analytics Toolbox
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-07-07 |
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Read time: 15 min read
Leveraging MCP for automating your daily routine
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POSET Representations in Python Can Have a Huge Impact on Business
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Category: DATA SCIENCE
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Date: 2025-07-07 |
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Read time: 14 min read
Discover how POSET indicators transform data into coherent scoring systems, enabling meaningful comparisons while preservingβ¦
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Build Algorithm-Agnostic ML Pipelines in a Breeze
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Category: MACHINE LEARNING
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Date: 2025-07-07 |
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Read time: 20 min read
The framework is now an open-source Python package for streamlined ML workflows
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Where Are We with Shorβs Algorithm?
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Category: PROGRAMMING
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Date: 2025-07-07 |
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Read time: 28 min read
A deep dive into the implementation of Shorβs algorithm and an analysis of quantum runsβ¦
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