Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ Seven Key Features You Should Know for Creating Professional Visualizations with Plotly

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-08-06 | ⏱️ Read time: 5 min read

Create Visualizations at the Level of Leading Newspapers
πŸ“Œ Visualizing Stochastic Regularization for Entity Embeddings

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-06 | ⏱️ Read time: 15 min read

A glimpse into how neural networks perceive categoricals and their hierarchies
πŸ“Œ A Simple Strategy to Improve LLM Query Generation

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-06 | ⏱️ Read time: 27 min read

Dynamic Few-Shot Prompting
πŸ“Œ Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-06 | ⏱️ Read time: 16 min read

A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Reading…
πŸ“Œ Segment Anything 2: What Is the Secret Sauce? (A Deep Learner’s Guide)

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-08-06 | ⏱️ Read time: 12 min read

Foundation + Promptable + Interactive + Video. How?
πŸ“Œ How to Dynamically Restrict Data Import in Power Query

πŸ—‚ Category:

πŸ•’ Date: 2024-08-06 | ⏱️ Read time: 9 min read

When we have a large amount of data, we might ask: Do I really need…
πŸ“Œ How I Built BeatBuddy: A Web App that Analyzes Your Spotify Data

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-05 | ⏱️ Read time: 11 min read

The story behind BeatBuddy, a web app that analyzes what you’re listening to on Spotify
πŸ“Œ ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 1)

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-05 | ⏱️ Read time: 21 min read

Ten Questions to test which AI assistant writes the best SQL
πŸ“Œ How To Learn AI (Roadmap)

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-05 | ⏱️ Read time: 11 min read

A full breakdown of how you can learn AI this year effectively
πŸ“Œ The Secret Network of Owls

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-04 | ⏱️ Read time: 6 min read

A data-based tribute to the International Owl Awareness Day
πŸ“Œ Data Value Lineage, meaning at last?

πŸ—‚ Category:

πŸ•’ Date: 2024-08-04 | ⏱️ Read time: 10 min read

Maximise the business value of your data
πŸ“Œ An Introduction to Quantile Loss, a.k.a. the Pinball Loss

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-08-04 | ⏱️ Read time: 7 min read

Learn the intuition behind the metric used to evaluate probabilistic forecasts
πŸ“Œ Easy Object Detection with Yolo-NAS

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-03 | ⏱️ Read time: 7 min read

Learn how to do object detection with Python using yolo-NAS
πŸ“Œ Productionizing a RAG App with Prefect, Weave, and RAGAS

πŸ—‚ Category:

πŸ•’ Date: 2024-08-03 | ⏱️ Read time: 14 min read

Adding evaluation, automated data pulling, and other improvements.
πŸ“Œ Predicting metadata for Humanitarian datasets with LLMs part 2 – An alternative to fine-tuning

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-03 | ⏱️ Read time: 34 min read

Using LLM prompting for tagging metadata on humanitarian datasets
πŸ“Œ Embracing Simplicity and Composability in Data Engineering

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-08-03 | ⏱️ Read time: 11 min read

Lessons from 30+ years in data engineering: The overlooked value of keeping it simple
πŸ“Œ PySpark Explained: Delta Tables

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-03 | ⏱️ Read time: 15 min read

Learn how to use the building blocks of Delta Lakes.
πŸ“Œ Text Vectorization Demystified: Transforming Language into Data

πŸ—‚ Category:

πŸ•’ Date: 2024-08-03 | ⏱️ Read time: 13 min read

An intuitive guide to text vectorization
πŸ“Œ Train/Fine-Tune Segment Anything 2 (SAM 2) in 60 Lines of Code

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-03 | ⏱️ Read time: 15 min read

A step-by-step tutorial for fine-tuning SAM2 for custom segmentation tasks.
πŸ“Œ 5 PCA Visualizations You Must Try On Your Next Data Science Project

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-02 | ⏱️ Read time: 8 min read

Which features carry the most weight? How do original features contribute to principal components? These…