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.

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Today, the public mint for Lobsters on TON goes live on Getgems ๐Ÿฆž

This is not just another NFT drop.
In my view, Lobsters is one of the first truly cohesive products at the intersection of blockchain, NFTs, and AI.

Here, the NFT is not just an image and not just a collectible.
Each Lobster is an NFT with a built-in AI agent inside: a digital character with its own soul, on-chain biography, persistent memory, and a unified identity across Telegram, Mini App, Claude, and API.

So you are not just getting an asset in your wallet.
You are getting an AI-native digital character that can interact, remember, and stay consistent across different interfaces.

What makes this especially interesting is the timing.

In the recent video Pavel Durov shared in his post about agentic bots in Telegram, the lobster imagery was right there. Against that backdrop, Lobsters does not feel like a random mint โ€” it feels like a very precise fit for the new narrative:

Telegram-native agents + TON infrastructure + NFT ownership layer + AI utility

Put simply, this is one of the first real attempts to turn an NFT from โ€œjust an imageโ€ into a digital agent.

Public mint: today, 16:00
Price: 50 TON

๐Ÿ‘‰ Mint your Lobster on Getgems ๐Ÿฆž๐Ÿฆž๐Ÿฆž
๐Ÿ“Œ How to Run OpenClaw with Open-Source Models

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2026-04-22 | โฑ๏ธ Read time: 8 min read

Run OpenClaw assistant through alternative LLMs

#DataScience #AI #Python
โค2
๐Ÿ“Œ Using a Local LLM as a Zero-Shot Classifier

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2026-04-23 | โฑ๏ธ Read time: 8 min read

A practical pipeline for classifying messy free-text data into meaningful categories using a locally hostedโ€ฆ

#DataScience #AI #Python
๐Ÿ“Œ I Simulated an International Supply Chain and Let OpenClaw Monitor It

๐Ÿ—‚ Category: AGENTIC AI

๐Ÿ•’ Date: 2026-04-23 | โฑ๏ธ Read time: 9 min read

Mario asked me why 18% of his shipments were late when every team hit theirโ€ฆ

#DataScience #AI #Python
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๐Ÿ“Œ Your Synthetic Data Passed Every Test and Still Broke Your Model

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2026-04-23 | โฑ๏ธ Read time: 11 min read

The silent gaps in synthetic data that only show up when your model is alreadyโ€ฆ

#DataScience #AI #Python
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๐Ÿ“Œ Lasso Regression: Why the Solution Lives on a Diamond

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2026-04-23 | โฑ๏ธ Read time: 24 min read

Itโ€™s simpler than you think.

#DataScience #AI #Python
๐Ÿงฎ $40/day ร— 30 days = $1,200/month.

That's what my students average.
From their phone. In 10 minutes a day.

No degree needed.
No investment knowledge required.
Just Copy & Paste my moves.

I'm Tania, and this is real.

๐Ÿ‘‰ Join for Free, Click here

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๐Ÿ“Œ Introduction to Approximate Solution Methods for Reinforcement Learning

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2026-04-24 | โฑ๏ธ Read time: 9 min read

Learn about function approximation and the different choices for approximation functions

#DataScience #AI #Python
๐Ÿ“Œ I Built an AI Pipeline for Kindle Highlights

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2026-04-24 | โฑ๏ธ Read time: 12 min read

A local, zero-cost project that cleans, structures, and summarizes your reading automatically

#DataScience #AI #Python
๐Ÿ“Œ How to Improve Claude Code Performance with Automated Testing

๐Ÿ—‚ Category: AGENTIC AI

๐Ÿ•’ Date: 2026-04-24 | โฑ๏ธ Read time: 10 min read

Learn how to get the most out of Claude Code

#DataScience #AI #Python
โค2
๐Ÿ“Œ How to Select Variables Robustly in a Scoring Model

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2026-04-24 | โฑ๏ธ Read time: 7 min read

More variables donโ€™t make a better scoring model. Stable variables do. Hereโ€™s how to find them.

#DataScience #AI #Python
๐Ÿงฎ $40/day ร— 30 days = $1,200/month.

That's what my students average.
From their phone. In 10 minutes a day.

No degree needed.
No investment knowledge required.
Just Copy & Paste my moves.

I'm Tania, and this is real.

๐Ÿ‘‰ Join for Free, Click here

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๐Ÿ“Œ Causal Inference Is Different in Business

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2026-04-25 | โฑ๏ธ Read time: 12 min read

How does decision-gravity dictate this gap?

#DataScience #AI #Python
๐Ÿ“Œ The Essential Guide to Effectively Summarizing Massive Documents, Part 2

๐Ÿ—‚ Category: LLM APPLICATIONS

๐Ÿ•’ Date: 2026-04-25 | โฑ๏ธ Read time: 18 min read

We have the document clusters, and itโ€™s time to unlock their true potential! Letโ€™s exploreโ€ฆ

#DataScience #AI #Python
13+ attention mechanisms worth knowing:

โ–ช๏ธ self-attention
โ–ช๏ธ cross-attention
โ–ช๏ธ causal attention
โ–ช๏ธ linear attention
โ–ช๏ธ attention with softmax
โ–ช๏ธ sliding window (local attention)
โ–ช๏ธ global attention
โ–ช๏ธ FlashAttention
โ–ช๏ธ multi-headed attention (MHA)
โ–ช๏ธ multi-query attention (MQA)
โ–ช๏ธ grouped attention by queries (GQA)
โ–ช๏ธ multi-headed latent attention (MLA)
โ–ช๏ธ interleaved heads attention (IHA)

Slim Attention, KArAt, XAttention, Mixture-of-Depths Attention (MoDA)
https://t.iss.one/DataScienceM
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Follow the Machine Learning with Python channel on WhatsApp: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
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๐Ÿงฎ $40/day ร— 30 days = $1,200/month.

That's what my students average.
From their phone. In 10 minutes a day.

No degree needed.
No investment knowledge required.
Just Copy & Paste my moves.

I'm Tania, and this is real.

๐Ÿ‘‰ Join for Free, Click here

#ad ๐Ÿ“ข InsideAd
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GitHub repositories to enhance your Python proficiency:

- Web development with Django โ€” https://github.com/django/django
- Data Science tools โ€” https://github.com/rasbt/python-machine-learning-book
- Algorithmic challenges โ€” https://github.com/TheAlgorithms/Python
- Machine learning recipes โ€” https://github.com/ageron/handson-ml2
- Testing best practices โ€” https://github.com/pytest-dev/pytest
- Automation scripts โ€” https://github.com/soimort/you-get
- Advanced Python concepts โ€” https://github.com/faif/python-patterns

Bookmark and share
https://t.iss.one/CodeProgrammer ๐ŸŒŸ
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