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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๐Ÿ“Œ Step-by-Step Guide to Build and Deploy an LLM-Powered Chat with Memory in Streamlit

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2025-05-01 | โฑ๏ธ Read time: 17 min read

And monitor your API usage on Google Cloud Console
๐Ÿ“Œ Practical Eigenvectors

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-05-01 | โฑ๏ธ Read time: 21 min read

Learn 80% about what they are and their applications with 20% effort
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๐Ÿ“Œ April Must-Reads: Agentic AI, Python, and More

๐Ÿ—‚ Category: THE VARIABLE

๐Ÿ•’ Date: 2025-05-01 | โฑ๏ธ Read time: 3 min read

This week, we celebrate recent articles that resonated the most with our community.
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๐Ÿ“Œ How AI Is Rewriting the Day-to-Day of Data Scientists

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2025-05-01 | โฑ๏ธ Read time: 12 min read

In my past articles, I have explored and compared many AI tools, for example, Googleโ€™sโ€ฆ
๐Ÿ“Œ How Would I Learn to Code with ChatGPT if I Had to Start Again

๐Ÿ—‚ Category: CHATGPT

๐Ÿ•’ Date: 2025-05-01 | โฑ๏ธ Read time: 11 min read

Exploring ChatGPT in my 15 years coding learning journey โ€” Moving beyond copy-pasting
๐Ÿ“Œ Modern GUI Applications for Computer Vision in Python

๐Ÿ—‚ Category: COMPUTER VISION

๐Ÿ•’ Date: 2025-04-30 | โฑ๏ธ Read time: 15 min read

Create computer vision applications with a modern graphical user interface in Python using OpenCV andโ€ฆ
๐Ÿ“Œ Why Are Convolutional Neural Networks Great For Images?

๐Ÿ—‚ Category: DEEP LEARNING

๐Ÿ•’ Date: 2025-04-30 | โฑ๏ธ Read time: 4 min read

How data symmetry informs neural network architectures
๐Ÿ“Œ Beyond Glorified Curve Fitting: Exploring the Probabilistic Foundations of Machine Learning

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-04-30 | โฑ๏ธ Read time: 12 min read

An introduction to probabilistic thinking โ€” and why itโ€™s the foundation for robust and explainableโ€ฆ
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๐Ÿ“Œ Reinforcement Learning from One Example?

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-04-30 | โฑ๏ธ Read time: 4 min read

Why 1-shot RLVR might be the breakthrough weโ€™ve been waiting for
๐Ÿ“Œ Turning Product Data into Strategic Decisions

๐Ÿ—‚ Category: PRODUCT MANAGEMENT

๐Ÿ•’ Date: 2025-04-30 | โฑ๏ธ Read time: 14 min read

For business leaders, product analytics isnโ€™t just about tracking KPIs or building dashboards
๐Ÿ“Œ Reducing Time to Value for Data Science Projects: Part 1

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-04-30 | โฑ๏ธ Read time: 10 min read

Creating centralized and re-usable components for ease of experimentation
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๐Ÿ“Œ From FOMO to Opportunity: Analytical AI in the Era of LLM Agents

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2025-04-29 | โฑ๏ธ Read time: 13 min read

Why the gold rush toward LLM agents does not make analytical AI obsolete
๐Ÿ“Œ Data Analyst or Data Engineer or Analytics Engineer or BI Engineerโ€Š?

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-04-29 | โฑ๏ธ Read time: 6 min read

Whatโ€™s the real difference?
๐Ÿ“Œ Building a Scalable and Accurate Audio Interview Transcription Pipeline with Google Gemini

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2025-04-29 | โฑ๏ธ Read time: 21 min read

From prototype to production: real-world insights into building smarter transcription pipelines with LLMs.
๐Ÿ“Œ How to Level Up Your Technical Skills in This AI Era

๐Ÿ—‚ Category: PRODUCTIVITY

๐Ÿ•’ Date: 2025-04-29 | โฑ๏ธ Read time: 6 min read

AI tools & vibe coding have hidden tradeoffs. Hereโ€™s how to use them wisely andโ€ฆ
๐Ÿ“Œ AI Agents for a More Sustainable World

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2025-04-29 | โฑ๏ธ Read time: 9 min read

How AI agents can help companies measure, optimise and accelerate their sustainability initiatives.
๐Ÿ“Œ Graph Neural Networks Part 4: Teaching Models to Connect the Dots

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-04-29 | โฑ๏ธ Read time: 12 min read

Heuristic and GNN-based approaches to Link Prediction
๐Ÿ“Œ The Secret Inner Lives of AI Agents: Understanding How Evolving AI Behavior Impacts Business Risks

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2025-04-29 | โฑ๏ธ Read time: 18 min read

Part 2 in a series on rethinking AI alignment and safety in the age ofโ€ฆ
๐Ÿ“Œ If I Wanted to Become a Machine Learning Engineer, Iโ€™d Do This

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-04-28 | โฑ๏ธ Read time: 8 min read

My advice to becoming a machine learning engineer
Forwarded from PyData Careers
ุญูˆู‘ู„ ููƒุฑุชูƒ ุฅู„ู‰ ู…ุดุฑูˆุน ู†ุงุฌุญ ู…ุน ‎#ุณู‡ูˆู„ ๐Ÿš€
ู…ู†ุตู‘ุฉ ุนุฑุจูŠุฉ ู…ุชูƒุงู…ู„ุฉ ู„ุฅุฏุงุฑุฉ ุงู„ู…ุดุงุฑูŠุน ุชุนุชู…ุฏ ุนู„ู‰ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠุŒ ู„ุชู†ุธูŠู… ู…ู‡ุงู…ูƒ ูˆูุฑูŠู‚ูƒ ุจุณู‡ูˆู„ุฉ ูˆู…ุฑูˆู†ุฉ.
ุฌุฑู‘ุจ ุงู„ู†ุณุฎุฉ ุงู„ุชุฌุฑูŠุจูŠุฉ ุงู„ุขู† ู…ุฌุงู†ุงู‹ ุนู„ู‰: suhol.ai

ู„ู„ุงุณุชูุณุงุฑุงุช ู…ุฌู…ูˆุนุฉ ุณู‡ูˆู„ ุนู„ู‰ ุชูŠู„ูŠุฌุฑุงู…: @suhol_ai

#ุฅุฏุงุฑุฉ_ุงู„ู…ุดุงุฑูŠุน#ุฐูƒุงุก_ุงุตุทู†ุงุนูŠ#kanban#ู…ุดุงุฑูŠุน#ุชุทูˆูŠุฑ
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๐Ÿ“Œ How to Ensure Your AI Solution Does What You Expect iI to Do

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2025-04-28 | โฑ๏ธ Read time: 10 min read

A Kind Introduction to AI Evals
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