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.

Admin: @HusseinSheikho
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Machine Learning
38.9K subscribers
Machine Learning
📌 Essential Guide to Continuous Ranked Probability Score (CRPS) for Forecasting

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-31 | ⏱️ Read time: 7 min read

Learn how to evaluate probabilistic forecasts and how CRPS relates to other metrics
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Machine Learning
📌 The Ultimate Guide to Vision Transformers

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-30 | ⏱️ Read time: 8 min read

A comprehensive guide to the Vision Transformer (ViT) that revolutionized computer vision.
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Machine Learning
📌 Targeting variants for maximum impact

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-30 | ⏱️ Read time: 8 min read

How to use causal inference to improve key business metrics Egor Kraev and Alexander Polyakov…
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📌 Navigating the New Types of LLM Agents and Architectures

🗂 Category:

🕒 Date: 2024-08-30 | ⏱️ Read time: 12 min read

My thanks to John Gilhuly for his contributions to this piece If 2023 was the…
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Machine Learning
📌 Decision Tree Classifier, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-30 | ⏱️ Read time: 11 min read

A fresh look on our favorite upside-down tree
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📌 ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 3): Best AI Assistant for Machine Learning

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-30 | ⏱️ Read time: 12 min read

How AI can accelerate your ML projects from feature engineering to model training
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Machine Learning
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Awesome interactive textbook on probability theory and statistics

Inside are clear visualizations, interactive elements, and minimal dry theory. You can tweak distributions, sample datasets, play with confidence intervals, and clearly see how it all works

Get it here, I recommend opening it on a desktop
https://seeing-theory.brown.edu/

👉 @DataScienceM
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Machine Learning
📌 Compressing Large Language Models (LLMs)

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-08-30 | ⏱️ Read time: 12 min read

Make LLMs 10X smaller without sacrificing performance
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366 views
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Machine Learning
📌 A Comprehensive Introduction to Marketing Data Engineering

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-30 | ⏱️ Read time: 21 min read

Fundamentals, responsibilities, and challenges
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Machine Learning
📌 Hands On Neural Networks and Time Series, with Python

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-30 | ⏱️ Read time: 14 min read

From the very simple Feed Forward Neural Networks to the majestic transformers: everything you need…
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📌 The Power of Pandas Plots: Backends

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-30 | ⏱️ Read time: 6 min read

Create interactive graphics from Pandas effortlessly
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📌 Real-Time Intelligence in Microsoft Fabric: The Ultimate Guide

🗂 Category: DATA SCIENCE

🕒 Date: 2025-10-04 | ⏱️ Read time: 21 min read

Once upon a time, handling streaming data was considered an avant-garde approach. Since the introduction of relational…
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📌 How to Build a Powerful Deep Research System

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-10-04 | ⏱️ Read time: 6 min read

Learn how to access vasts amounts of information with your own deep research system
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Machine Learning
📌 Causal Machine Learning for Customer Retention: a Practical Guide with Python

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-30 | ⏱️ Read time: 25 min read

An accessible guide to leveraging causal machine learning for optimizing client retention strategies
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Machine Learning
📌 How to Build a Genetic Algorithm from Scratch in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-30 | ⏱️ Read time: 16 min read

A complete walkthrough on how one can build a Genetic Algorithm from scratch in Python,…
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📌 Stop Being Data-Driven

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-30 | ⏱️ Read time: 12 min read

Why we are fooled by data and how to stop it
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📌 Stop Manually Sorting Your List In Python If Performance Is Concerned

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 8 min read

A sorted collection library that is as fast as C-extensions
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📌 The Smarter Way of Using AI in Programming

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 7 min read

avoid the outdated methods of integrating AI into your coding workflow by going beyond ChatGPT
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📌 How to Create Custom Color Palettes in Matplotlib – Discrete vs. Linear Colormaps, Explained

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 6 min read

Actionable guide on how to bring custom colors to personalize your charts
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📌 The Essential Guide to Error-Checking and Reviewing Presentations

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 7 min read

An overlooked skill for Data Scientists (and not only)
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📌 LLMs, AI Agents, the Economics of Generative AI, and Other August Must-Reads

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 5 min read

The stories that resonated the most with our community in the past month
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