TGViewer
Channel Public Channel
Machine Learning

Machine Learning

@machinelearning9

Real Machine Learning — simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
Subscribers
41.7K
Photos
3.7K
Videos
37
Links
746

Showing posts older than #5852 · Back to latest

Older Posts 20 shown
Post #5851 1.43K
📌 Why AI Engineers Are Moving Beyond LangChain to Native Agent Architectures

🗂 Category: AGENTIC AI

🕒 Date: 2026-04-30 | ⏱️ Read time: 8 min read

Frameworks accelerated the first wave of LLM apps, but production demands a different architecture.

#DataScience #AI #Python
Post #5850 1.42K
📌 How to Study the Monotonicity and Stability of Variables in a Scoring Model using Python

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-30 | ⏱️ Read time: 10 min read

How can you validate that your variables tell a consistent risk?

#DataScience #AI #Python
  • ❤ 1
Post #5849 1.34K
📌 Proxy-Pointer RAG: Multimodal Answers Without Multimodal Embeddings

🗂 Category: LARGE LANGUAGE MODEL

🕒 Date: 2026-04-30 | ⏱️ Read time: 15 min read

Structure is all you need

#DataScience #AI #Python
  • ❤ 1
Post #5848 1.4K
📌 A Gentle Introduction to Stochastic Programming

🗂 Category: MATHEMATICS

🕒 Date: 2026-04-30 | ⏱️ Read time: 15 min read

How to make decisions when your spreadsheet is lying about the future

#DataScience #AI #Python
  • ❤ 2
Post #5847 1.45K
📌 4 YAML Files Instead of PySpark: How We Let Analysts Build Data Pipelines Without Engineers

🗂 Category: DATA ENGINEERING

🕒 Date: 2026-04-29 | ⏱️ Read time: 10 min read

How we replaced Python pipelines with dlt, dbt, and Trino — and cut delivery time…

#DataScience #AI #Python
Post #5845 1.33K
📌 System Design Series: Apache Flink from 10,000 Feet, and Building a Flink-powered Recommendation Engine

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-29 | ⏱️ Read time: 17 min read

A deep dive into how Apache Flink works, why it exists, and learning it while…

#DataScience #AI #Python
Post #5844 1.32K
🧮 $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
  • ❤ 1
Post #5843 1.33K
📌 Agentic AI: How to Save on Tokens

🗂 Category: AGENTIC AI

🕒 Date: 2026-04-29 | ⏱️ Read time: 26 min read

Caching, lazy-loading, routing, compaction, and more

#DataScience #AI #Python
Post #5842 1.33K
📌 Ensembles of Ensembles of Ensembles: A Guide to Stacking

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-04-29 | ⏱️ Read time: 9 min read

The best machine learning model is not one model

#DataScience #AI #Python
Post #5841 1.39K
📌 Correlation Doesn’t Mean Causation! But What Does It Mean?

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-28 | ⏱️ Read time: 6 min read

What does correlation tells us?

#DataScience #AI #Python
  • ❤ 1
Post #5840 1.38K
📌 Let the AI Do the Experimenting

🗂 Category: AGENTIC AI

🕒 Date: 2026-04-28 | ⏱️ Read time: 14 min read

Using autoresearch to optimise marketing campaigns under budget constraints

#DataScience #AI #Python
  • 💩 1
Post #5838 1.34K
📌 PyTorch NaNs Are Silent Killers — So I Built a 3ms Hook to Catch Them at the Exact Layer

🗂 Category: DEEP LEARNING

🕒 Date: 2026-04-28 | ⏱️ Read time: 11 min read

NaNs don’t crash your training — they quietly destroy it. After losing hours to a…

#DataScience #AI #Python
Post #5836 1.39K
📌 The Next Frontier of AI in Production Is Chaos Engineering

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2026-04-28 | ⏱️ Read time: 18 min read

Blast-radius control tells you how much to break. Intent tells you what breaking it will…

#DataScience #AI #Python
  • ❤ 2
Post #5834 1.5K
📌 A Career in Data Is Not Always a Straight Line, and That’s Okay

🗂 Category: AUTHOR SPOTLIGHTS

🕒 Date: 2026-04-27 | ⏱️ Read time: 9 min read

Sabrine Bendimerad on why flexibility is a crucial data science skill, the risks of outsourcing…

#DataScience #AI #Python
Post #5833 1.53K
📌 Comparing Explicit Measures to Calculation Groups in Tabular Models

🗂 Category: DATA MODELING

🕒 Date: 2026-04-27 | ⏱️ Read time: 6 min read

With the advent of UDFs and their combination with calculation groups, I see a lot…

#DataScience #AI #Python
Post #5830 1.55K
📌 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
  • ❤ 2
Post #5828
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…»
Post #5827 1.62K
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
  • ❤ 4
Post #5826 1.14K

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.me/CodeProgrammer 🌟
  • ❤ 2
Post #5825 1.38K
🧮 $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
Older posts →
Threads Profile ViewerView any public Threads profile without an account.Open ThreadLook →Writing with AI? Make it sound human.Metric37 rewrites AI drafts so they read naturally. Free AI detector, 1,500 words free.Try Metric37 →