One of the best free courses on LLMs is the Recent Advances on Foundation Models course from the University of Waterloo, and it has 21 lectures under these five sections:
1. Introduction to Foundation Models
2. Transformer Architecture
3. Large Language Models
4. (Large) Multimodal Models
5. Augmenting Foundation Models
➡️ Course link: https://cs.uwaterloo.ca/~wenhuche/teaching/cs886/
https://t.iss.one/CodeProgrammer🔗
1. Introduction to Foundation Models
2. Transformer Architecture
3. Large Language Models
4. (Large) Multimodal Models
5. Augmenting Foundation Models
➡️ Course link: https://cs.uwaterloo.ca/~wenhuche/teaching/cs886/
https://t.iss.one/CodeProgrammer
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📌 How to Create a Real-Time Gesture-to-Text Translator Using Python and Mediapipe
✍️ OMOTAYO OMOYEMI
🏷️ #Computer_Vision
✍️ OMOTAYO OMOYEMI
🏷️ #Computer_Vision
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This GitHub repo is a gold mine for EVERY data scientist!
DS Interactive Python repo has interactive dashboards to learn statistics, ML models, and other DS concepts.
Topics include PCA, bagging & boosting, clustering, neural networks, etc.
Fully open-source and free!
https://github.com/GeostatsGuy/DataScienceInteractivePython
https://t.iss.one/CodeProgrammer 🔗
DS Interactive Python repo has interactive dashboards to learn statistics, ML models, and other DS concepts.
Topics include PCA, bagging & boosting, clustering, neural networks, etc.
Fully open-source and free!
https://github.com/GeostatsGuy/DataScienceInteractivePython
https://t.iss.one/CodeProgrammer 🔗
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Forwarded from Data Science Jupyter Notebooks
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Eye control with Python
EyeGestures is an open-source Python library for gaze tracking. It uses regular cameras, webcams, or smartphone cameras to track eye movement, fixations, and blinks, and convert these into events such as cursor control by eye movement.
The JavaScript version allows running everything directly in the browser.
Installation:
or
Open source code, documentation, and usage examples - click
👉 https://t.iss.one/DataScienceN
EyeGestures is an open-source Python library for gaze tracking. It uses regular cameras, webcams, or smartphone cameras to track eye movement, fixations, and blinks, and convert these into events such as cursor control by eye movement.
The JavaScript version allows running everything directly in the browser.
Installation:
$ git clone https://github.com/NativeSensors/EyeGestures.git
$ cd EyeGestures
$ pip install -r requirements.txt
or
python3 -m pip install eyeGestures
Open source code, documentation, and usage examples - click
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📝 Description: 📚 Freely available programming books
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==================================
🧠 By: https://t.iss.one/DataScienceM
📝 Description: 📚 Freely available programming books
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🌐 Website: https://ebookfoundation.github.io/free-programming-books/
📖 Readme: https://github.com/EbookFoundation/free-programming-books#readme
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🧠 By: https://t.iss.one/DataScienceM
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Forwarded from ENG. Hussein Sheikho
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Thordata
Thordata - High-Quality Proxy Service for Web Data Scraping
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Python | Machine Learning | Coding | R pinned «🔍 Searching for fast, reliable proxies for your data science and machine learning projects? Thordata provides the perfect solution for all your data scraping needs! 👍 https://www.thordata.com/?ls=DhthVzyG&lk=Data ✨ Why Choose Thordata? ✅ Rotating & Sticky…»
𝗣𝗿𝗲𝗽𝗮𝗿𝗲 𝗳𝗼𝗿 𝗝𝗼𝗯 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄𝘀.
In DS or AI/ML interviews, you need to be able to explain models, debug them live, and design AI/ML systems from scratch. If you can’t demonstrate this during an interview, expect to hear, “We’ll get back to you.”
The attached person's name is Chip Huyen. Hopefully you know her; if not, then I can't help you here. She is probably one of the finest authors in the field of AI/ML.
She designed proper documentation/a book for common ML interview questions.
Target Audiences: ML engineer, a platform engineer, a research scientist, or you want to do ML but don’t yet know the differences among those titles.Check the comment section for links and repos.
📌 link:
https://huyenchip.com/ml-interviews-book/
https://t.iss.one/CodeProgrammer🌟
In DS or AI/ML interviews, you need to be able to explain models, debug them live, and design AI/ML systems from scratch. If you can’t demonstrate this during an interview, expect to hear, “We’ll get back to you.”
The attached person's name is Chip Huyen. Hopefully you know her; if not, then I can't help you here. She is probably one of the finest authors in the field of AI/ML.
She designed proper documentation/a book for common ML interview questions.
Target Audiences: ML engineer, a platform engineer, a research scientist, or you want to do ML but don’t yet know the differences among those titles.Check the comment section for links and repos.
https://huyenchip.com/ml-interviews-book/
#JobInterview #MachineLearning #AI #DataScience #MLEngineer #AIInterview #TechCareers #DeepLearning #AICommunity #MLSystems #CareerGrowth #AIJobs #ChipHuyen #InterviewPrep #DataScienceCommunit
https://t.iss.one/CodeProgrammer
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Entry to our VIP channel is completely free today. Tomorrow it will cost $500! 🔥
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A new guide for preparing for technical developer interviews has been released. 😳
It covers key topics: design patterns, application architecture, best practices and clean code principles, algorithms and data structures, as well as typical questions on languages and technologies
✅ more: https://github.com/DevCaress/guia-entrevistas-de-programacion
👉 https://t.iss.one/CodeProgrammer
It covers key topics: design patterns, application architecture, best practices and clean code principles, algorithms and data structures, as well as typical questions on languages and technologies
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everyone says they want to understand LLMs.
this repo makes you prove it.
https://github.com/rasbt/LLMs-from-scratch
https://t.iss.one/CodeProgrammer 👍
this repo makes you prove it.
https://github.com/rasbt/LLMs-from-scratch
https://t.iss.one/CodeProgrammer 👍
GitHub
GitHub - rasbt/LLMs-from-scratch: Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step - rasbt/LLMs-from-scratch
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Google has updated its AI service NotebookLM, and this could really revolutionize online education.
Previously, the tool could create text summaries and podcast lessons from documents and links. Now there is a new feature — turning an article or documentation into a full video analysis.😦
In the demo, Google showed how a regular article about JavaScript functions from MDN was transformed into a structured video review in seconds.
With this approach, learning becomes easier, more accessible, and more visual. It looks like a new era in online education is coming.
Try it: notebooklm.google
👉 @https://t.iss.one/CodeProgrammer 🌟
Previously, the tool could create text summaries and podcast lessons from documents and links. Now there is a new feature — turning an article or documentation into a full video analysis.
In the demo, Google showed how a regular article about JavaScript functions from MDN was transformed into a structured video review in seconds.
With this approach, learning becomes easier, more accessible, and more visual. It looks like a new era in online education is coming.
Try it: notebooklm.google
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Forwarded from Python | Machine Learning | Coding | R
This channels is for Programmers, Coders, Software Engineers.
0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages
✅ https://t.iss.one/addlist/8_rRW2scgfRhOTc0
✅ https://t.iss.one/Codeprogrammer
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