Machine Learning
@DataScienceM
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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
38.9K subscribers
Machine Learning
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Seven Key Features You Should Know for Creating Professional Visualizations with Plotly
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Category: DATA VISUALIZATION
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Date: 2024-08-06 |
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Read time: 5 min read
Create Visualizations at the Level of Leading Newspapers
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Visualizing Stochastic Regularization for Entity Embeddings
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Category: MACHINE LEARNING
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Date: 2024-08-06 |
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Read time: 15 min read
A glimpse into how neural networks perceive categoricals and their hierarchies
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A Simple Strategy to Improve LLM Query Generation
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-08-06 |
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Read time: 27 min read
Dynamic Few-Shot Prompting
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Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-08-06 |
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Read time: 16 min read
A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Readingβ¦
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Segment Anything 2: What Is the Secret Sauce? (A Deep Learnerβs Guide)
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Category: DEEP LEARNING
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Date: 2024-08-06 |
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Read time: 12 min read
Foundation + Promptable + Interactive + Video. How?
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How to Dynamically Restrict Data Import in Power Query
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Category:
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Date: 2024-08-06 |
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Read time: 9 min read
When we have a large amount of data, we might ask: Do I really needβ¦
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How I Built BeatBuddy: A Web App that Analyzes Your Spotify Data
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Category: DATA SCIENCE
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Date: 2024-08-05 |
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Read time: 11 min read
The story behind BeatBuddy, a web app that analyzes what youβre listening to on Spotify
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ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 1)
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-08-05 |
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Read time: 21 min read
Ten Questions to test which AI assistant writes the best SQL
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How To Learn AI (Roadmap)
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-08-05 |
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Read time: 11 min read
A full breakdown of how you can learn AI this year effectively
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The Secret Network of Owls
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Category: DATA SCIENCE
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Date: 2024-08-04 |
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Read time: 6 min read
A data-based tribute to the International Owl Awareness Day
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Data Value Lineage, meaning at last?
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Category:
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Date: 2024-08-04 |
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Read time: 10 min read
Maximise the business value of your data
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An Introduction to Quantile Loss, a.k.a. the Pinball Loss
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Category: DEEP LEARNING
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Date: 2024-08-04 |
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Read time: 7 min read
Learn the intuition behind the metric used to evaluate probabilistic forecasts
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Easy Object Detection with Yolo-NAS
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-08-03 |
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Read time: 7 min read
Learn how to do object detection with Python using yolo-NAS
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Productionizing a RAG App with Prefect, Weave, and RAGAS
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Category:
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Date: 2024-08-03 |
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Read time: 14 min read
Adding evaluation, automated data pulling, and other improvements.
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Predicting metadata for Humanitarian datasets with LLMs part 2 β An alternative to fine-tuning
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Category: DATA SCIENCE
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Date: 2024-08-03 |
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Read time: 34 min read
Using LLM prompting for tagging metadata on humanitarian datasets
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Embracing Simplicity and Composability in Data Engineering
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Category: DATA ENGINEERING
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Date: 2024-08-03 |
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Read time: 11 min read
Lessons from 30+ years in data engineering: The overlooked value of keeping it simple
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PySpark Explained: Delta Tables
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Category: DATA SCIENCE
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Date: 2024-08-03 |
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Read time: 15 min read
Learn how to use the building blocks of Delta Lakes.
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Text Vectorization Demystified: Transforming Language into Data
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Category:
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Date: 2024-08-03 |
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Read time: 13 min read
An intuitive guide to text vectorization
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Train/Fine-Tune Segment Anything 2 (SAM 2) in 60 Lines of Code
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Category: MACHINE LEARNING
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Date: 2024-08-03 |
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Read time: 15 min read
A step-by-step tutorial for fine-tuning SAM2 for custom segmentation tasks.
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5 PCA Visualizations You Must Try On Your Next Data Science Project
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Category: DATA SCIENCE
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Date: 2024-08-02 |
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Read time: 8 min read
Which features carry the most weight? How do original features contribute to principal components? Theseβ¦
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