Machine Learning – Telegram
Machine Learning
@DataScienceM
39.3K subscribers
3.85K photos
32 videos
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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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Machine Learning
39.3K subscribers
Machine Learning
📌 Evaluating performance of LLM-based Applications

🗂 Category:

🕒 Date: 2024-09-30 | ⏱️ Read time: 9 min read

Evaluation Framework for real-world requirements
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📌 5 Must-Know Techniques for Mastering Time-Series Analysis

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-30 | ⏱️ Read time: 22 min read

Elevate Your Machine Learning Forecasting with Accurate Data Splitting, Time-Series Cross-Validation, Feature Engineering, and More!
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📌 Exploring the World of Markov Chains: Unlocking the Power of Probabilistic Transitions

🗂 Category: PROBABILITY

🕒 Date: 2024-09-30 | ⏱️ Read time: 11 min read

An Introduction to Markov Chains, their applications, and how to use Monte Carlo Simulations in…
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📌 Is Less More? Do Deep Learning Forecasting Models Need Feature Reduction?

🗂 Category: ANALYTICS

🕒 Date: 2024-09-30 | ⏱️ Read time: 14 min read

To curate, or not to curate, that is the question
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📌 Stein’s Paradox

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-30 | ⏱️ Read time: 8 min read

Why the Sample Mean Isn’t Always the Best
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📌 Evaluating Train-Test Split Strategies in Machine Learning: Beyond the Basics

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-30 | ⏱️ Read time: 6 min read

Creating Appropriate Test Sets and Sleeping Soundly.
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📌 The AI Developer’s Dilemma: Proprietary AI vs. Open Source Ecosystem

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-30 | ⏱️ Read time: 20 min read

Fundamental Choices Impacting Integration and Deployment at Scale of GenAI into Businesses
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Machine Learning
Forwarded from Machine Learning with Python
🏳️‍🌈 Learning Python for science is
✅ with these 8 awesome GitHub repos!


🖥 Repo: Project Based Learning

💬 One of the most famous educational repos with 230K+ stars that implements various algorithms and projects using Python.

➖ ➖ ➖

🖥 Repo: Real Python Materials

💬 Supplementary resources and exercises including project-based tutorials, guides, and practical exercises.

➖ ➖ ➖

🖥 Repo: Learn By Doing

💬 Project-based tutorials in AI and machine learning for all levels.

➖ ➖ ➖

🖥 Repo: Awesome Jupyter

💬 A curated collection of notebooks, tools, and powerful libraries for working with Jupyter.

➖ ➖ ➖

🖥 Repo: Python Mini Projects

💬 A collection of mini-projects like games and small apps that you can quickly run and practice.

➖ ➖ ➖

🖥 Repo: 100Projects of Code

💬 An educational challenge including 100 real projects; you practice and see your progress day by day.

➖ ➖ ➖

🖥 Repo: Data Science Projects

💬 Practical ideas and examples to start data science with Python.

➖ ➖ ➖

🖥 Repo: Python Project Scripts

💬 Small and large noscripting projects, from beginner to advanced levels.

By: https://news.1rj.ru/str/CodeProgrammer ✈️
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Machine Learning
📌 Eulerian Melodies: Graph Algorithms for Music Composition

🗂 Category: GRAPH THEORY

🕒 Date: 2025-09-28 | ⏱️ Read time: 15 min read

Conceptual overview and an end-to-end Python implementation
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📌 To Mask or Not to Mask: The Effect of Prompt Tokens on Instruction Tuning

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-30 | ⏱️ Read time: 37 min read

Implementing prompt-loss-weight, and why we should replace prompt-masking with prompt-weighting
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📌 What’s Inside a Neural Network?

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-29 | ⏱️ Read time: 5 min read

Plotting surface of error in 3D using PyTorch
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📌 How to Get Pull Request Data Using GitHub API

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-29 | ⏱️ Read time: 5 min read

Getting the diff between any two commits
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📌 Hands-On Optimization Using Genetic Algorithms, with Python

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-09-29 | ⏱️ Read time: 15 min read

Here’s a full guide on genetic algorithms, what they are, and how to use them
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📌 Exploring the Link between Sleep Disorders and Health Indicators

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-28 | ⏱️ Read time: 16 min read

A Python analysis of a MIMIC-IV health data (DREAMT) to uncover insights into factors affecting…
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📌 Model Deployment with FastAPI, Azure, and Docker

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-09-28 | ⏱️ Read time: 11 min read

A Complete Guide to Serving a Machine Learning Model with FastAPI
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📌 Nine Rules for Running Rust on WASM WASI

🗂 Category: PROGRAMMING

🕒 Date: 2024-09-28 | ⏱️ Read time: 16 min read

Practical Lessons from Porting range-set-blaze to this Container-Like Environment
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📌 Data Science Meets Politics

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-27 | ⏱️ Read time: 8 min read

Unraveling Congressional Dynamics With Networks
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📌 How to Perform Hyperparameter Tuning in R with Python

🗂 Category:

🕒 Date: 2024-09-27 | ⏱️ Read time: 20 min read

Optimize your machine learning models with Reticulate & Optuna
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📌 How to Convert a Single HEX Color Code into a Monochrome Color Palette with Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-27 | ⏱️ Read time: 8 min read

Spoiler: It’s harder than you think.
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📌 My commute to work is more than 4 hours. Each way.

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-27 | ⏱️ Read time: 11 min read

Am I crazy, or does the data tell a different story?
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📌 Advice from 15 Top Data Scientists

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-26 | ⏱️ Read time: 8 min read

Going over the main skills you need to be a “good” data scientist
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