WGA Raindrops Bookmarks

Build an AI/ML NBA Basketball Analysis system with YOLO, OpenCV, and Python

https://www.youtube.com/watch?v=QqVahw9tBfw

🏀 In this video, you'll learn how to use machine learning, computer vision and deep learning to create an NBA basketball analysis system. This project is ab...

python_advanced_projects

LLMs & Chatbots for Beginners: Python, Hugging Face, OpenAI

https://www.youtube.com/watch?v=8_SfYEw4Gjg

🚀In this tutorial, we’ll dive deep into how LLMs like OpenAI s GPT and Meta’s LLaMA work and how to apply them to real-world NLP tasks. From understanding the basics of tokenization, embeddings, and training to hands-on coding with Prompt Engineering, you’ll gain the skills to tackle text classification, clustering, NER, chatbot building, and more! We'll be using mainly Python for this tutorial, but the same fundamental concepts about LLMs should apply to any language that you can use to load an LLM easily in. 📚 What You’ll Learn: ================================ 1. The fundamentals of LLMs: embeddings, temperature, and parameters 2. Hands-on integration with OpenAI and HuggingFace models. 3. Prompt engineering techniques, including chain of thought 4. Real-world NLP applications like sentiment analysis and text clustering 5. Building your own chatbot using LLMs 💡 Whether you're an AI enthusiast, data scientist, or developer, this tutorial equips you with cutting-edge skills that employers highly value. 🖥️ Code: ================================ Link: https://colab.research.google.com/drive/1pVskh6JkFDm2FR79lB7-mQDUZy09Dpka?usp=sharing ✨ More courses: ================================ Check out two free tutorials to further boost your skills: 1️⃣ Create a customer service chatbot for a coffee shop, deploy it in a smartphone app, and integrate NLP techniques: https://www.youtube.com/watch?v=KyQKTJhSIak&t=1176s 2️⃣ Analyze your favorite TV series with NLP, build character networks, and create a chatbot that mimics your favorite character: https://www.youtube.com/watch?v=_Hxb1zoY0Qw&t=4s 🔑 TIMESTAMPS ================================ 0:00 - Introduction 1:45- LLMs explained 11:30 - Loading LLMs in code 35:41 - Prompt Engineering 56:06 - NLP with LLMs

python_advanced_projects

Build an AI/ML NBA Basketball Analysis system with YOLO, OpenCV, and Python

LLMs & Chatbots for Beginners: Python, Hugging Face, OpenAI

https://dokumen.pub/python-mastery-unleashed-advanced-programming-techniques-9798868912730.html

https://hluk.github.io/CopyQ

https://mathspp.com/blog/uv-cheatsheet

https://wordpress.org/plugins/advanced-custom-fields

https://www.awstats.org

https://www.b-list.org/weblog/2025/aug/06/litestar

https://www.cse.msu.edu/~cse231/PracticeOfComputingUsingPython

https://www.thenerdnook.io