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 to Develop an Effective AI-Powered Legal Assistant

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-27 | ⏱️ Read time: 13 min read

Create a machine-learning-based search into legal decisions
📌 Roadmap to Becoming a Data Scientist, Part 1: Maths

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-27 | ⏱️ Read time: 13 min read

Identifying fundamental math skills to master for aspiring Data Scientists
📌 Introducing the New Anthropic PDF Processing API

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-11-27 | ⏱️ Read time: 8 min read

Anthropic Claude 3.5 now understands PDF input
📌 Use Tablib to Handle Simple Tabular Data in Python

🗂 Category:

🕒 Date: 2024-11-27 | ⏱️ Read time: 13 min read

Sometimes a Shallow Abstraction is more Valuable than Performance
📌 Saving Pandas DataFrames Efficiently and Quickly – Parquet vs Feather vs ORC vs CSV

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-27 | ⏱️ Read time: 15 min read

Speed, RAM, size and convenience. Which storage method is best?
📌 A Story of Long Tails: Why Uncertainty in Marketing Mix Modelling is Important

🗂 Category: MARKETING

🕒 Date: 2024-11-27 | ⏱️ Read time: 30 min read

"Details matter. It’s worth waiting to get it right." — Steve Jobs What if the…
📌 Deploying a PICO Extractor in Five Steps

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2025-09-19 | ⏱️ Read time: 8 min read

Lessons learned deploying a domain-specific NER model
📌 Building a Knowledge Graph From Scratch Using LLMs

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-25 | ⏱️ Read time: 46 min read

Turn your Pandas Data Frame into a Knowledge Graph using LLMs. Build your own LLM…
📌 Dog Poop Compass: Bayesian Analysis of Canine Business

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-25 | ⏱️ Read time: 23 min read

A Bayesian analysis of canine business
📌 Trapped in the Net: Where is a Foundation Model for Graphs?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-25 | ⏱️ Read time: 12 min read

Disconnected from the other modalities graphs wait for their AI revolution: is it coming?
📌 Why Batch Normalization Matters for Deep Learning

🗂 Category: DEEP LEARNING

🕒 Date: 2024-11-25 | ⏱️ Read time: 13 min read

Discover the role of batch normalization in streamlining neural network training and improving model performance
📌 Bias-Variance Tradeoff, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-25 | ⏱️ Read time: 22 min read

How underfitting and overfitting fight over your models
📌 Step-by-Step Guide for Building Waffle Charts in Plotly

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-25 | ⏱️ Read time: 13 min read

Learn how to create custom waffle charts in Python using Plotly for data visualization
📌 Perform Outlier Detection More Effectively Using Subsets of Features

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-24 | ⏱️ Read time: 38 min read

Identify relevant subspaces: subsets of features that allow you to most effectively perform outlier detection…
📌 The Difference Between ML Engineers and Data Scientists

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-24 | ⏱️ Read time: 6 min read

Helping you decide whether you want to be a data scientist or machine learning engineer
📌 Confidence Interval vs. Prediction Interval

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-24 | ⏱️ Read time: 9 min read

A small but important difference that you should know
📌 Implementing Streamlit-Authenticator Across Multi-Page Apps

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-23 | ⏱️ Read time: 7 min read

Streamlit-Authenticator allows you to add a simple yet robust method for user authentication in a…
📌 Engineering the Future: Common Threads in Data, Software, and Artificial Intelligence

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-23 | ⏱️ Read time: 8 min read

How recognizing cross-discipline commonalities not only enhances recruitment strategies but also supports adaptable IT architectures.
📌 Documenting Python Projects with MkDocs

🗂 Category:

🕒 Date: 2024-11-22 | ⏱️ Read time: 9 min read

Use Markdown to quickly create a beautiful documentation page for your projects
📌 Productionising GenAI Agents: Evaluating Tool Selection with Automated Testing

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-22 | ⏱️ Read time: 21 min read

How to create reliable and scalable GenAI Agents for real-world applications
📌 Don’t Be Afraid to Use Machine Learning for Simple Tasks

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-22 | ⏱️ Read time: 7 min read

A common misconception across industries