📌 Using a Local LLM as a Zero-Shot Classifier
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2026-04-23 | ⏱️ Read time: 8 min read
A practical pipeline for classifying messy free-text data into meaningful categories using a locally hosted…
#DataScience #AI #Python
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2026-04-23 | ⏱️ Read time: 8 min read
A practical pipeline for classifying messy free-text data into meaningful categories using a locally hosted…
#DataScience #AI #Python
Machine Learning
Today, the public mint for Lobsters on TON goes live on Getgems 🦞 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…
A trusted platform for cryptocurrency enthusiasts and reliable trading.
📌 I Simulated an International Supply Chain and Let OpenClaw Monitor It
🗂 Category: AGENTIC AI
🕒 Date: 2026-04-23 | ⏱️ Read time: 9 min read
Mario asked me why 18% of his shipments were late when every team hit their…
#DataScience #AI #Python
🗂 Category: AGENTIC AI
🕒 Date: 2026-04-23 | ⏱️ Read time: 9 min read
Mario asked me why 18% of his shipments were late when every team hit their…
#DataScience #AI #Python
❤2
📌 Your Synthetic Data Passed Every Test and Still Broke Your Model
🗂 Category: DATA SCIENCE
🕒 Date: 2026-04-23 | ⏱️ Read time: 11 min read
The silent gaps in synthetic data that only show up when your model is already…
#DataScience #AI #Python
🗂 Category: DATA SCIENCE
🕒 Date: 2026-04-23 | ⏱️ Read time: 11 min read
The silent gaps in synthetic data that only show up when your model is already…
#DataScience #AI #Python
❤1
📌 Lasso Regression: Why the Solution Lives on a Diamond
🗂 Category: MACHINE LEARNING
🕒 Date: 2026-04-23 | ⏱️ Read time: 24 min read
It’s simpler than you think.
#DataScience #AI #Python
🗂 Category: MACHINE LEARNING
🕒 Date: 2026-04-23 | ⏱️ Read time: 24 min read
It’s simpler than you think.
#DataScience #AI #Python
🧮 $40/day × 30 days = $1,200/month.
That's what my students average.
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From their phone. In 10 minutes a day.
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❤1
📌 Introduction to Approximate Solution Methods for Reinforcement Learning
🗂 Category: MACHINE LEARNING
🕒 Date: 2026-04-24 | ⏱️ Read time: 9 min read
Learn about function approximation and the different choices for approximation functions
#DataScience #AI #Python
🗂 Category: MACHINE LEARNING
🕒 Date: 2026-04-24 | ⏱️ Read time: 9 min read
Learn about function approximation and the different choices for approximation functions
#DataScience #AI #Python
📌 I Built an AI Pipeline for Kindle Highlights
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2026-04-24 | ⏱️ Read time: 12 min read
A local, zero-cost project that cleans, structures, and summarizes your reading automatically
#DataScience #AI #Python
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2026-04-24 | ⏱️ Read time: 12 min read
A local, zero-cost project that cleans, structures, and summarizes your reading automatically
#DataScience #AI #Python
📌 How to Improve Claude Code Performance with Automated Testing
🗂 Category: AGENTIC AI
🕒 Date: 2026-04-24 | ⏱️ Read time: 10 min read
Learn how to get the most out of Claude Code
#DataScience #AI #Python
🗂 Category: AGENTIC AI
🕒 Date: 2026-04-24 | ⏱️ Read time: 10 min read
Learn how to get the most out of Claude Code
#DataScience #AI #Python
❤2
📌 How to Select Variables Robustly in a Scoring Model
🗂 Category: DATA SCIENCE
🕒 Date: 2026-04-24 | ⏱️ Read time: 7 min read
More variables don’t make a better scoring model. Stable variables do. Here’s how to find them.
#DataScience #AI #Python
🗂 Category: DATA SCIENCE
🕒 Date: 2026-04-24 | ⏱️ Read time: 7 min read
More variables don’t make a better scoring model. Stable variables do. Here’s how to find them.
#DataScience #AI #Python
🧮 $40/day × 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.
👉 Join for Free, Click here
#ad📢 InsideAd
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.
👉 Join for Free, Click here
#ad
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❤1
📌 Causal Inference Is Different in Business
🗂 Category: DATA SCIENCE
🕒 Date: 2026-04-25 | ⏱️ Read time: 12 min read
How does decision-gravity dictate this gap?
#DataScience #AI #Python
🗂 Category: DATA SCIENCE
🕒 Date: 2026-04-25 | ⏱️ Read time: 12 min read
How does decision-gravity dictate this gap?
#DataScience #AI #Python
📌 The Essential Guide to Effectively Summarizing Massive Documents, Part 2
🗂 Category: LLM APPLICATIONS
🕒 Date: 2026-04-25 | ⏱️ Read time: 18 min read
We have the document clusters, and it’s time to unlock their true potential! Let’s explore…
#DataScience #AI #Python
🗂 Category: LLM APPLICATIONS
🕒 Date: 2026-04-25 | ⏱️ Read time: 18 min read
We have the document clusters, and it’s time to unlock their true potential! Let’s explore…
#DataScience #AI #Python
13+ attention mechanisms worth knowing:
▪️ self-attention
▪️ cross-attention
▪️ causal attention
▪️ linear attention
▪️ attention with softmax
▪️ sliding window (local attention)
▪️ global attention
▪️ FlashAttention
▪️ multi-headed attention (MHA)
▪️ multi-query attention (MQA)
▪️ grouped attention by queries (GQA)
▪️ multi-headed latent attention (MLA)
▪️ interleaved heads attention (IHA)
Slim Attention, KArAt, XAttention, Mixture-of-Depths Attention (MoDA)
https://t.iss.one/DataScienceM
▪️ self-attention
▪️ cross-attention
▪️ causal attention
▪️ linear attention
▪️ attention with softmax
▪️ sliding window (local attention)
▪️ global attention
▪️ FlashAttention
▪️ multi-headed attention (MHA)
▪️ multi-query attention (MQA)
▪️ grouped attention by queries (GQA)
▪️ multi-headed latent attention (MLA)
▪️ interleaved heads attention (IHA)
Slim Attention, KArAt, XAttention, Mixture-of-Depths Attention (MoDA)
https://t.iss.one/DataScienceM
❤1
Forwarded from Machine Learning with Python
Follow the Machine Learning with Python channel on WhatsApp: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
❤1
🧮 $40/day × 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.
👉 Join for Free, Click here
#ad📢 InsideAd
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.
👉 Join for Free, Click here
#ad
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Forwarded from Machine Learning with Python
GitHub repositories to enhance your Python proficiency:
- Web development with Django — https://github.com/django/django
- Data Science tools — https://github.com/rasbt/python-machine-learning-book
- Algorithmic challenges — https://github.com/TheAlgorithms/Python
- Machine learning recipes — https://github.com/ageron/handson-ml2
- Testing best practices — https://github.com/pytest-dev/pytest
- Automation scripts — https://github.com/soimort/you-get
- Advanced Python concepts — https://github.com/faif/python-patterns
Bookmark and share
https://t.iss.one/CodeProgrammer🌟
- Web development with Django — https://github.com/django/django
- Data Science tools — https://github.com/rasbt/python-machine-learning-book
- Algorithmic challenges — https://github.com/TheAlgorithms/Python
- Machine learning recipes — https://github.com/ageron/handson-ml2
- Testing best practices — https://github.com/pytest-dev/pytest
- Automation scripts — https://github.com/soimort/you-get
- Advanced Python concepts — https://github.com/faif/python-patterns
Bookmark and share
https://t.iss.one/CodeProgrammer
Please open Telegram to view this post
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❤1
Read this once. There won't be a second message.
Brainlancer just launched today.
Investor-backed marketplace for ALL AI freelancers. Designers, builders, copywriters, marketers, video creators, automation experts, consultants.
If you build, design, write, or sell anything with AI, this is your moment.
How it works:
• Register free at brainlancer.com
• Stripe verification, 5 minutes, instant approval
• List up to 5 services from $49 to $4,999
• Add monthly subscriptions on top if you want
• We bring the clients. You keep 80%.
The deal:
No subscription.
No bidding.
No chasing.
We pay all marketing.
Real talk: no services live yet. We just launched. Whoever joins first gets seen first.
The first 100 Brainlancers are onboarding right now.
In 6 months others will have founding status, recurring income, featured services on the homepage.
You'll scroll past and remember this post.
Don't.
→ brainlancer.com
Brainlancer just launched today.
Investor-backed marketplace for ALL AI freelancers. Designers, builders, copywriters, marketers, video creators, automation experts, consultants.
If you build, design, write, or sell anything with AI, this is your moment.
How it works:
• Register free at brainlancer.com
• Stripe verification, 5 minutes, instant approval
• List up to 5 services from $49 to $4,999
• Add monthly subscriptions on top if you want
• We bring the clients. You keep 80%.
The deal:
No subscription.
No bidding.
No chasing.
We pay all marketing.
Real talk: no services live yet. We just launched. Whoever joins first gets seen first.
The first 100 Brainlancers are onboarding right now.
In 6 months others will have founding status, recurring income, featured services on the homepage.
You'll scroll past and remember this post.
Don't.
→ brainlancer.com
❤3
Machine Learning pinned «Read this once. There won't be a second message. Brainlancer just launched today. Investor-backed marketplace for ALL AI freelancers. Designers, builders, copywriters, marketers, video creators, automation experts, consultants. If you build, design, write…»
📌 I Reduced My Pandas Runtime by 95% — Here’s What I Was Doing Wrong
🗂 Category: PROGRAMMING
🕒 Date: 2026-04-26 | ⏱️ Read time: 18 min read
Most slow Pandas code “works”, until it doesn’t. Learn how to spot hidden bottlenecks, avoid…
#DataScience #AI #Python
🗂 Category: PROGRAMMING
🕒 Date: 2026-04-26 | ⏱️ Read time: 18 min read
Most slow Pandas code “works”, until it doesn’t. Learn how to spot hidden bottlenecks, avoid…
#DataScience #AI #Python
❤2