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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📌 Data Science for Schools, Part 2: Student Electives Allocation with Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-24 | ⏱️ Read time: 10 min read

Time to stop relying on allocations_final_FINALv2.xlsx
📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-24 | ⏱️ Read time: 12 min read

Achieving Better Results and Efficiency in Language Model Fine-Tuning
📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-24 | ⏱️ Read time: 1 min read

Achieving Better Results and Efficiency in Language Model Fine-Tuning
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📌 My learning to being hired again after a year… Part I

🗂 Category: CAREER ADVICE

🕒 Date: 2024-06-23 | ⏱️ Read time: 13 min read

For anyone job hunting, not just tech folks
📌 The Data Science Resume That Got Me Jobs & Interviews

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-23 | ⏱️ Read time: 8 min read

A breakdown of how you should structure a data science resume
📌 Unveiling Metadynamics: A Beginner’s Guide to Mastering PLUMED (Part 1 of 3)

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-06-22 | ⏱️ Read time: 11 min read

Unlock the power of metadynamics with PLUMED! Explore free energy landscapes and master molecular dynamics…
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📌 Model Drift Introduction and Concepts

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-22 | ⏱️ Read time: 7 min read

Learn some of the concepts behind machine learning models drift and understand why MLOps is…
📌 I Took a Certification in AI. Here’s What It Taught Me About Prompt Engineering.

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-22 | ⏱️ Read time: 15 min read

A software developer learns how large language models are more than just magic.
📌 330 Weeks of Data Visualizations: My Journey and Key Takeaways

🗂 Category: CAREER ADVICE

🕒 Date: 2024-06-22 | ⏱️ Read time: 7 min read

How consistent practice in data visualization enhanced my data science skills
📌 Validating Data in a Production Pipeline: The TFX Way

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-22 | ⏱️ Read time: 10 min read

A deep dive into data validation using Tensorflow Data Validation
📌 Challenges and Solutions in Data Mesh – Part 3

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-06-21 | ⏱️ Read time: 12 min read

A practical approach to achieving interoperability in the data mesh through federated enterprise data modeling
📌 Beyond Kleinberg’s Impossibility Theorem of Clustering: A Pragmatic Clustering Evaluation Framework

🗂 Category:

🕒 Date: 2024-06-21 | ⏱️ Read time: 15 min read

This article explores a pragmatic evaluation framework for clustering under the constraint of Kleinberg’s Impossibility…
📌 Deep Learning Illustrated, Part 5: Long Short-Term Memory (LSTM)

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-21 | ⏱️ Read time: 8 min read

An illustrated and intuitive guide on the inner workings of an LSTM
📌 Entity-Resolved Knowledge Graphs

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-21 | ⏱️ Read time: 5 min read

New words. Old concepts. In the end, it’s about data fusion.
📌 Creating a Streamlit App for Satellite Imagery Visualization: A Step-by-Step Guide

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-06-21 | ⏱️ Read time: 11 min read

Explore any point on Earth at any time using satellite data with Streamlit
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📌 Simplifying Support Vector Machines – A Concise Introduction into Binary Classification

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-21 | ⏱️ Read time: 7 min read

MLBasics #4: The Binary Classification King – A Journey Through Support Vector Machines
📌 Guiding an LLM’s Response to Create Structured Output

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-06-21 | ⏱️ Read time: 11 min read

Learn how to structure a language model’s response to ensure that the response format is…
📌 Enhancing Marketing Mix Modelling with Causal AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-21 | ⏱️ Read time: 8 min read

Causal AI, exploring the integration of causal reasoning into machine learning
📌 3 Painful Mistakes I Made as a Junior Data Scientist

🗂 Category: CAREER ADVICE

🕒 Date: 2024-06-21 | ⏱️ Read time: 6 min read

Learn from them to fast-track your career today
📌 Voyage Multilingual 2 Embedding Evaluation

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-20 | ⏱️ Read time: 11 min read

Compared to OpenAI, Cohere, Google, and E5
📌 Transforming Next-Token Prediction into Classification with LLMs

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-06-20 | ⏱️ Read time: 7 min read

From tokens to labels: Performing classification with large language models