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 Find and Solve Valuable Generative AI Use Cases

🗂 Category: PRODUCT MANAGEMENT

🕒 Date: 2024-06-18 | ⏱️ Read time: 7 min read

80% of AI projects fail due to poor use cases or technical knowledge. Gen AI…
📌 PySpark Explained: The explode and collect_list Functions

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-06-18 | ⏱️ Read time: 9 min read

Two useful functions to nest and un-nest data sets in PySpark
📌 A Proposed Perfect Package Prototype for Python Projects

🗂 Category: PROGRAMMING

🕒 Date: 2024-06-18 | ⏱️ Read time: 17 min read

How to structure your Python package projects to ensure efficiency, effectiveness and future-proofing
📌 8 Years in Data: What I Wish I’d Known from the Start

🗂 Category: CAREER ADVICE

🕒 Date: 2024-06-18 | ⏱️ Read time: 5 min read

And 5 key takeaways for aspiring data professionals
📌 Get started with SQLite3 in Python Creating Tables & Fetching Rows

🗂 Category: SQL

🕒 Date: 2024-06-18 | ⏱️ Read time: 12 min read

Learn to use SQLite – The most used DBMS in the world
📌 Chart Wars – Stacked Bar Chart vs. Heatmap

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-06-18 | ⏱️ Read time: 6 min read

The winner is obvious
1
📌 Statistically Confirm Your -Comparing Pandas and Polars with 1 Million Rows of Data

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-18 | ⏱️ Read time: 15 min read

Using the Independent samples t-test and Welch’s t-test to compare scores in benchmarking.
📌 The Important Role of Memory in Agentic AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-18 | ⏱️ Read time: 6 min read

Memory will be a critical component that dramatically improves the performance of AI systems -…
📌 Data Privacy in AI Development: Data Localization

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-06-18 | ⏱️ Read time: 14 min read

Why should you care where your data lives?
📌 Benchmarking LLM Inference Backends

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-06-17 | ⏱️ Read time: 12 min read

Comparing Llama 3 serving performance on vLLM, LMDeploy, MLC-LLM, TensorRT-LLM, and TGI
📌 Overcoming (Unintended) Data Jails

🗂 Category: ANALYTICS

🕒 Date: 2024-06-17 | ⏱️ Read time: 6 min read

We can do some amazing things with data if it were truly accessible and usable.…
📌 Cheating at Wordle? A Python and Streamlit-Based Solver

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-17 | ⏱️ Read time: 8 min read

A fun and educational approach to programmatically solving the popular game Wordle
📌 UEFA Euro 2024 Map

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-06-17 | ⏱️ Read time: 6 min read

Historical records of the UEFA European Championship results
📌 Spatial Index: Tessellation

🗂 Category: DATABASE DESIGN

🕒 Date: 2024-06-17 | ⏱️ Read time: 15 min read

Use of Tessellation for Spatial Indexing and how Uber H3 works
📌 Multi-Framework AI/ML Development with Keras 3

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-16 | ⏱️ Read time: 17 min read

All hail the return of Keras
📌 Multi AI Agent Systems 101

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-06-16 | ⏱️ Read time: 31 min read

Automating Routine Tasks in Data Source Management with CrewAI
📌 From English Literature to Data Science

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-16 | ⏱️ Read time: 6 min read

How did I land a job in data science
🤖🧠 MinerU2.5 by Shanghai AI Lab, Peking University & Shanghai Jiao Tong University Sets New Standard for AI-Powered Document Parsing

🗓️ 15 Oct 2025
📚 AI News & Trends

In the world of digital transformation, the ability to accurately extract and interpret information from complex documents is becoming increasingly essential. Whether for academic research, financial analysis or enterprise automation, document parsing – the process of converting structured and unstructured document data into machine-readable formats plays a vital role. Enter MinerU2.5, a groundbreaking vision-language model ...
📌 Using Power BI for Planning (Warehouse) with Stock Values

🗂 Category:

🕒 Date: 2024-06-18 | ⏱️ Read time: 11 min read

How can we use Power BI to plan for the future using Stock-Measures? Here, I…
📌 First Principles Thinking for Data Scientists

🗂 Category: DATA SCIENCE

🕒 Date: 2025-10-15 | ⏱️ Read time: 7 min read

The mindset that turns good data scientists into great ones
📌 Prompt Engineering for Time-Series Analysis with Large Language Models

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-10-15 | ⏱️ Read time: 9 min read

Part 1: Prompts for Core Strategies in Time-Series