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 || @Hussein_Sheikho
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Machine Learning
39.3K subscribers
Machine Learning
📌 Exploratory Data Analysis in 11 Steps

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-19 | ⏱️ Read time: 6 min read

Starting an exploratory data analysis can be daunting. How do you know what to look…
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Machine Learning
Forwarded from Machine Learning with Python
🔗 Keras vs. TensorFlow vs. PyTorch: The ultimate showdown for deep learning supremacy! 🚀

🤔 Keras: The user-friendly champion! Perfect for beginners and rapid prototyping.

⚡️ TensorFlow: The powerhouse! Great for complex projects with extensive capabilities.

🔥 PyTorch: The flexible innovator! With its dynamic computation graph, it’s a favorite among researchers.

👉 @codeprogrammer
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Machine Learning
📌 How I Dockerized Apache Flink, Kafka, and PostgreSQL for Real-Time Data Streaming

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-06-19 | ⏱️ Read time: 12 min read

Integrating pyFlink, Kafka, and PostgreSQL using Docker
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Machine Learning
📌 A Step-By-Step Guide to Building a Programming Language

🗂 Category: PROGRAMMING

🕒 Date: 2024-06-19 | ⏱️ Read time: 20 min read

Building a programming language from scratch in a few hours
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Machine Learning
📌 Counts Outlier Detector: Interpretable Outlier Detection

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-19 | ⏱️ Read time: 22 min read

An interpretable outlier detector based on multi-dimensional histograms.
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Machine Learning
📌 CLIP, LLaVA, and the Brain

🗂 Category: DEEP LEARNING

🕒 Date: 2024-06-19 | ⏱️ Read time: 10 min read

What neuroscience can teach us about the limitations of modern multimodal transformers
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Machine Learning
📌 3 Simple Statistical Methods for Outlier Detection

🗂 Category: DATA SCIENCE

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

If it works, keep it simple
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Machine Learning
📌 Creating an Assistant with OpenAI Assistant API and Streamlit

🗂 Category: MACHINE LEARNING

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

A step-by-step guide
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Machine Learning
📌 Let’s Revisit Case-When in Different Libraries Including the New Player: Pandas

🗂 Category: DATA SCIENCE

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

How to create conditional columns with different tools.
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📌 AI Agent Capabilities Engineering

🗂 Category: CHATGPT

🕒 Date: 2024-06-18 | ⏱️ Read time: 13 min read

Introducing a high-level capabilities engineering framework for AI Agents
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📌 Managing Pivot Table and Excel Charts with VBA

🗂 Category: DATA SCIENCE

🕒 Date: 2024-06-18 | ⏱️ Read time: 10 min read

Save precious hours by automating working with pivot tables and charts using VBA
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Machine Learning
📌 Foundation Models in Graph & Geometric Deep Learning

🗂 Category:

🕒 Date: 2024-06-18 | ⏱️ Read time: 28 min read

In this post, we argue that the era of Graph FMs has already begun and…
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Machine Learning
📌 Learning Triton One Kernel at a Time: Matrix Multiplication

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-10-14 | ⏱️ Read time: 14 min read

Tiled GEMM, GPU memory, coalescing, and much more!
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📌 Building A Successful Relationship With Stakeholders

🗂 Category: DATA SCIENCE

🕒 Date: 2025-10-14 | ⏱️ Read time: 12 min read

Show your value by moving beyond the technical
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📌 Why AI Still Can’t Replace Analysts: A Predictive Maintenance Example

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-10-14 | ⏱️ Read time: 7 min read

Learn about the limitations of AI in analytics through the example of bearing vibration data…
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📌 Human Won’t Replace Python

🗂 Category: PROGRAMMING

🕒 Date: 2025-10-14 | ⏱️ Read time: 23 min read

Why vibe-coding is not a step up from “classic” coding — and why it matters
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📌 Incorporate an LLM Chatbot into Your Web Application with OpenAI, Python, and Shiny

🗂 Category:

🕒 Date: 2024-06-18 | ⏱️ Read time: 8 min read

Step-by-Step Integration of AI Chatbots into Shiny for Python Applications: From API Setup to User…
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📌 Nailing the Machine Learning Design Interview

🗂 Category: MACHINE LEARNING

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

Tips and tricks for FAANG design interviews
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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…
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📌 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
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📌 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
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