Machine Learning – Telegram
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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📌 How I Became a Data Scientist at Meta Without A “Perfect” Degree

🗂 Category: CAREER ADVICE

🕒 Date: 2024-08-06 | ⏱️ Read time: 15 min read

4 jobs and 2 career pivots
📌 Seven Key Features You Should Know for Creating Professional Visualizations with Plotly

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-08-06 | ⏱️ Read time: 5 min read

Create Visualizations at the Level of Leading Newspapers
📌 Visualizing Stochastic Regularization for Entity Embeddings

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-06 | ⏱️ Read time: 15 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-06 | ⏱️ Read time: 27 min read

Dynamic Few-Shot Prompting
📌 Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 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…
📌 Segment Anything 2: What Is the Secret Sauce? (A Deep Learner’s Guide)

🗂 Category: DEEP LEARNING

🕒 Date: 2024-08-06 | ⏱️ Read time: 12 min read

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

🗂 Category:

🕒 Date: 2024-08-06 | ⏱️ Read time: 9 min read

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

🗂 Category: DATA SCIENCE

🕒 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
📌 ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 1)

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-05 | ⏱️ Read time: 21 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-05 | ⏱️ Read time: 11 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-04 | ⏱️ Read time: 6 min read

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

🗂 Category:

🕒 Date: 2024-08-04 | ⏱️ Read time: 10 min read

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

🗂 Category: DEEP LEARNING

🕒 Date: 2024-08-04 | ⏱️ Read time: 7 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-03 | ⏱️ Read time: 7 min read

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

🗂 Category:

🕒 Date: 2024-08-03 | ⏱️ Read time: 14 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-03 | ⏱️ Read time: 34 min read

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

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-03 | ⏱️ Read time: 11 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-03 | ⏱️ Read time: 15 min read

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

🗂 Category:

🕒 Date: 2024-08-03 | ⏱️ Read time: 13 min read

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

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-03 | ⏱️ Read time: 15 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-02 | ⏱️ Read time: 8 min read

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