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AI Tutorials
Keep up to date with the latest techniques, tools, and research in artificial intelligence. Out AI tutorials will walk you though challenging machine learning models.
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US Election 2024 Prediction With Machine Learning and Python
Learn how to predict the winner of the 2024 US presidential election using Python, machine learning, and data from FiveThirtyEight and the Federal Election Commission.
Tom Farnschläder
30 октября 2024 г.
Runway Act-One Guide: I Filmed Myself to Test It
Learn how to use Runway Act-One through both the web interface and its API, and discover how to combine it with Runway Gen3-Alpha.
François Aubry
29 октября 2024 г.
How to Build User Interfaces For AI Applications Using Streamlit And LangChain
Learn to build AI chatbots with Streamlit, LangChain, and Neo4j. This tutorial covers creating UIs for LLM apps, implementing RAG, and deploying to Streamlit Cloud.
Bex Tuychiev
15 октября 2024 г.
OpenAI Realtime API: A Guide With Examples
Learn how to build real-time AI applications with OpenAI's Realtime API. This tutorial covers WebSockets, Node.js setup, text/audio messaging, function calling, and deploying a React voice assistant demo.
François Aubry
11 октября 2024 г.
Fine-Tuning Phi-3.5 on E-Commerce Classification Dataset
Discover Microsoft's new LLM series and boost your model's accuracy from 65% to 86% by fine-tuning it on the E-commerce classification dataset.
Abid Ali Awan
10 октября 2024 г.
Swarm Intelligence Algorithms: Three Python Implementations
Learn how swarm intelligence works by implementing ant colony optimization (ACO), particle swarm optimization (PSO), and artificial bee colony (ABC) using Python.
Amberle McKee
10 октября 2024 г.
Speculative RAG Implementation With Transformers
Learn Speculative RAG, a technique that improves RAG through a two-step drafting and verification process, and apply your skills with a hands-on implementation using Hugging Face Transformers.
Bhavishya Pandit
10 октября 2024 г.
Unsloth Guide: Optimize and Speed Up LLM Fine-Tuning
Fine-tuning the Llama 3.1 model to solve specialized algebra problems with high accuracy and detailed results using Unsloth.
Abid Ali Awan
9 октября 2024 г.
GPT-4o Vision Fine-Tuning: A Guide With Examples
Learn how to fine-tune GPT-4o with images by following this step-by-step tutorial, where you’ll discover how to improve GPT-4o’s ability to recognize Georgian churches.
Dimitri Didmanidze
9 октября 2024 г.
Llama 3.2 and Gradio Tutorial: Build a Multimodal Web App
Learn how to use the Llama 3.2 11B vision model with Gradio to create a multimodal web app that functions as a customer support assistant.
Aashi Dutt
9 октября 2024 г.
OpenAI Model Distillation: A Guide With Examples
Learn how to distill LLMs with OpenAI's distillation tool. This tutorial provides a step-by-step guide using GPT-4o and GPT-4o-mini for generating Git commands.
Hesam Sheikh Hassani
8 октября 2024 г.
Llama Stack: A Guide With Practical Examples
Llama Stack is a set of standardized tools and APIs developed by Meta that simplifies the process of building and deploying large language model applications.
Hesam Sheikh Hassani
3 октября 2024 г.