Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
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Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ High-Performance Data Processing: pandas 2 vs. Polars, a vCPU Perspective

πŸ—‚ Category:

πŸ•’ Date: 2024-08-07 | ⏱️ Read time: 8 min read

Polars promises its multithreading capabilities outperform pandas. But is it also the case with a…
πŸ“Œ Strategizing Your Preparation for Machine Learning Interviews

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-08-07 | ⏱️ Read time: 10 min read

Decoding Job Roles and identify focus areas
πŸ“Œ Stop Wasting LLM Tokens

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-07 | ⏱️ Read time: 5 min read

Batching your inputs together can lead to substantial savings without compromising on performance
πŸ“Œ Create Synthetic Dataset Using Llama 3.1 to Fine-Tune Your LLM

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-07 | ⏱️ Read time: 10 min read

Using the giant Llama 3.1 405B and Nvidia Nemotron 4 reward model to create a…
πŸ“Œ Visualising Strava Race Analysis

πŸ—‚ Category:

πŸ•’ Date: 2024-08-06 | ⏱️ Read time: 17 min read

Two New Graphs That Compare Runners on the Same Event
πŸ“Œ Scale Your Productivity: Leveraging AWS Gen AI to Summarize Meeting Notes in Seconds

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-06 | ⏱️ Read time: 18 min read

A comprehensive walkthrough on how one can utilize AWS Lambda, Bedrock, and S3 to create…
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πŸ“Œ Data Visualization Explained (Part 3): The Role of Color

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2025-10-08 | ⏱️ Read time: 7 min read

A simple and powerful guide to using color for more impactful data stories.
πŸ“Œ How I Became a Data Scientist at Meta Without A β€œPerfect” Degree

πŸ—‚ Category: CAREER ADVICE

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

4 jobs and 2 career pivots
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