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Machine Learning with Python

Machine Learning with Python

@codeprogrammer

Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.

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Post #5339 6.51K
Reinforcement Learning Methods and Tutorials 🧠📚

In these tutorials for reinforcement learning, it covers from the basic RL algorithms to advanced algorithms developed recent years.

Learning Resources: https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow 🚀

Here's a collection of simple materials on methods and practical guides, covering both basic reinforcement learning algorithms and modern, recently developed, and updated advanced algorithms. 📖✨

#ReinforcementLearning #MachineLearning #AI #DeepLearning #TechTutorials #DataScience

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Post #5338 4.79K
🚀 Looking for a portfolio-ready NLP project?

I recently published an end-to-end walkthrough on Towards Data Science using Kaggle’s Spooky Author Identification dataset.

You’ll see how far classical NLP can go with:

📝 Bag-of-Words and TF-IDF
🔤 Character n-grams
📊 Model comparison
🧩 Ensemble stacking

It’s a practical project for anyone preparing for an ML/DS role, with no deep learning required. I walk through the entire workflow step by step:

🔗 https://towardsdatascience.com/how-far-can-classical-nlp-go-from-bag-of-words-to-stacking-on-spooky-author-identification/
Towards Data Science How Far Can Classical NLP Go? From Bag-of-Words to Stacking on Spooky Author Identification An end-to-end classical NLP experiment on Kaggle’s Spooky Author Identification task
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Post #5335 4.72K
🎓 Free Courses on Claude and AI From Anthropic

Anthropic has expanded its educational platform, Anthropic Academy. It now offers more than 20 free courses on using Claude and AI-powered tools.

No programming experience is required. There are programs for students, educators, nonprofits, and small businesses. The courses cover how to give models clear instructions, evaluate their responses, and automate everyday tasks.

Developers can also take dedicated courses on the Claude API, Claude Code, Model Context Protocol, Agent Skills, and cloud integrations.

All courses are free, and you don't need a Claude account to enroll. All materials and videos are in English.

📌 Participants receive official certificates after completing many of the programs.

➡️ Find all the courses here.
https://anthropic.com/learn/courses

Planning to take one?

#Anthropic #Claude #AICourses #FreeLearning #TechEducation #AI

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Post #5332 3.44K

Forwarded from Data Analytics

🔖 One of the most useful books on Agentic AI

This is not just a textbook, but a comprehensive overview of modern LLMs, model training, RL, inference, quality assessment, and building AI agents.

It's an excellent option to get a holistic picture and understand which topics deserve deeper study.

⛓️ Link to the book
https://arxiv.org/abs/2606.24937
  • ❤ 5
Post #5330 4.65K
🔥 Free IT Cert Resources – Grab Them While They're Hot!

🌈SPOTO just dropped a bunch of 100% free study kits for 2026 – covering #Cisco, #AWS, #PMP, #AI, #Python, #Excel, and #Cybersecurity

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Tag a friend who's also on this journey – Get certified together! 💪

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  • ❤ 1
Post #5328 6.66K
Understanding Datasets 😉
  • ❤ 11
Post #5324 5.19K
Machine Learning with Python 🛠️ Build Faster, Spend Less. Your All-in-One API Proxy Endpoint. www.afford-ai.cn is designed for developers who need scale without the crazy costs. 🔹 1:2 Value Ratio: Stretch your budget further. For every $1 you fund, we credit your account with $2 in…
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  • ❤ 3
Post #5322 5.54K
🔥 Free IT Cert Resources – Grab Them While They're Hot!

🌈SPOTO just dropped a bunch of 100% free study kits for 2026 – covering #Cisco, #AWS, #PMP, #AI, #Python, #Excel, and #Cybersecurity

💥No signup traps, no hidden fees – just click and download.

📘 FREE Cert E‑Book → https://bit.ly/4wkiLAT
🪜 Online FREE Course → https://bit.ly/4vHFJSz
☁️ FREE AI Materials → https://bit.ly/4wdu7X6
📊 Cloud Study Guide → https://bit.ly/4y0HyeW
🧠 Free Mock Exam → https://bit.ly/4ff8jos

Tag a friend who's also on this journey – Get certified together! 💪

🌐 Join the community: https://chat.whatsapp.com/FmbIbbqm2QhKglVpVTSH4d/
📲 Need personalized help? → https://wa.link/6k7042
  • ❤ 4
Post #5321 4.56K
Transformers become more understandable when you can "poke" the model directly. 🧠✨

Transformer Explainer is an interactive visualization tool for studying how text-generating transformer-based models, such as GPT, work. 🔍

It helps connect the architecture with real behavior by running a live GPT-2 directly in the browser, allowing you to enter your own text and showing how the internal components work together to predict the next tokens. 🔄📝

Key features: 🌟

- Live GPT-2 in the browser - experiment without setting up a separate model server 💻
- Your own text - try your own prompts and see how the model processes them ✍️
- Internal components - observe the operations working inside the transformer 🔧
- Focus on predicting the next token - link each visual step to the model's predictions 🎯
- Local development - clone the repository, install dependencies, and run via npm for in-depth study ⚙️

It's open-source (MIT license). 📜

https://github.com/poloclub/transformer-explainer

#AI #MachineLearning #GPT #DataScience #TechTools #OpenSource

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Post #5318 3.83K

Forwarded from Udemy Free

Python Programming for Beginners: Learn Python from Scratch

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Post #5317 4.23K
💥 #Cisco Certification Journey Starts Here!
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  • ❤ 5
Post #5311 4.57K
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  • ❤ 3
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Post #5304 3.75K

Forwarded from Machine Learning

A Chinese developer has released an open-source replacement for NumPy that performs calculations on GPUs. It's called CuPy 🚀. In many cases, it's enough to replace a single line:

import cupy as cp

The same code can run on CUDA up to 100 times faster ⚡️.

What it can do:
→ Compatible with existing NumPy and SciPy code 🛠️.
→ No need to rewrite the program or learn new syntax 📝.
→ Supports not only CUDA but also AMD ROCm 💻.

The project is completely open-source 📂:
🔗 https://github.com/cupy/cupy

#Python #GPU #NumPy #CuPy #AI #DeepLearning

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Post #5303 3.62K

Forwarded from Udemy Free

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