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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πŸ“Œ PAGA Explained: Graphical Abstractions of Single-Cell Data

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-06-06 | ⏱️ Read time: 7 min read

How a broader view of data can give us insights to its deeper meaning.
πŸ“Œ Cross-validation with XGBoost – Enhancing Customer Churn Classification with Tidymodels

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-06 | ⏱️ Read time: 6 min read

Step-by-step guide to implementing cross-validation, feature engineering, and model evaluation with XGBoost in Tidymodels
πŸ“Œ Acquire Customers with Ecommerce Data Science

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 7 min read

Data informed strategies help ecommerce businesses overcome advertising challenges
πŸ“Œ Why do Computers even use Binary?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 9 min read

A Budding Data Scientist’s Introduction to Computer Hardware
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πŸ“Œ Solving a Resource Planning Problem with Mathematical Programming and Column Generation

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 25 min read

Solving the minimum vertex coloring problem via column generation
πŸ“Œ How to Deploy ML Solutions with FastAPI, Docker, and GCP

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 11 min read

A hands-on guide with Python example code
πŸ“Œ Business Planning with Python – Inventory and Cash Flow Management

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 15 min read

Business planning of small businesses to manage inventory, predict liquidity needs and maximize profitability with…
πŸ“Œ The 5 Data Science Skills You Can’t Ignore in 2024

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 18 min read

Boost your career with these essential data science skills
πŸ“Œ The One Billion Row Challenge in Julia

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 9 min read

What can data scientists learn should they choose to accept this mission?
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πŸ€–πŸ§  Unleashing the Power of AI with Open Agent Builder: A Visual Workflow Tool for AI Agents

πŸ—“οΈ 19 Oct 2025
πŸ“š AI News & Trends

In today’s rapidly advancing technological landscape, artificial intelligence (AI) is not just a buzzword, it’s a transformative force across industries. From automating complex tasks to streamlining operations, AI is revolutionizing workflows. However, designing and deploying AI-driven workflows has traditionally required expert-level programming knowledge. Enter Open Agent Builder, a revolutionary tool that democratizes the creation of ...

#AI #ArtificialIntelligence #OpenAgentBuilder #AIAgents #VisualWorkflow #TechInnovation
πŸ“Œ Slicing in Python: A Comprehensive Guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 32 min read

Master Python slicing: from lists and tuples to NumPy arrays and Pandas dataframes, plus custom…
πŸ“Œ β€œSparks of Chemical Intuition”-and Gross Limitations!-in AlphaFold 3

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-05 | ⏱️ Read time: 20 min read

Observations after 3 weeks of DeepMind releasing its hitherto most advanced model for biomolecular structure…
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Machine Learning pinned «⭐️ Hello my advertiser friend! I’m Eng. Hussein Sheikho πŸ‘‹ and I’m excited to share our special promotional offer with you! 🎯 πŸ’₯ Promo Offer: Promote your ad across all our listed channels for only $35! πŸ’° πŸ“’ We accept all types and formats of advertisements.…»
πŸ“Œ Conceptual Frameworks for Data Science Projects

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-10-19 | ⏱️ Read time: 18 min read

An overview of common framework types and a simple process for building custom frameworks
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πŸ“Œ How to Build Guardrails for Effective Agents

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2025-10-19 | ⏱️ Read time: 7 min read

Learn how to set up effective guardrails to enforce desired behaviour from your agents
πŸ“Œ Predicting Chicago Taxi Trips with R Time Series Model – BSTS

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-04 | ⏱️ Read time: 9 min read

Step-by-step tutorial on how to forecast number of taxi trips using R time series model
πŸ“Œ Data Disruptions to Elevate Entity Embeddings

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-06-04 | ⏱️ Read time: 15 min read

Injecting random values during neural network training can help you get more from your categoricals
πŸ“Œ Effective Strategies for Managing ML Initiatives

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-04 | ⏱️ Read time: 7 min read

Embracing uncertainty, right people, and learning from the data
πŸ“Œ The Math Behind Gated Recurrent Units

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-06-04 | ⏱️ Read time: 33 min read

Dive into advanced deep learning with gated recurrent units (GRUs), understand their mathematics, and implement…
πŸ“Œ Understanding You Only Cache Once

πŸ—‚ Category:

πŸ•’ Date: 2024-06-04 | ⏱️ Read time: 11 min read

This blog post will go in detail on the β€œYou Only Cache Once: Decoder-Decoder Architectures…