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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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Artificial Intelligence

Boost LLM Accuracy with Retrieval Augmented Generation (RAG) and Reranking

Discover the strengths of LLMs with effective information retrieval mechanisms. Implement a reranking approach and incorporate it into your own LLM pipeline.
Iván Palomares Carrascosa's photo

Iván Palomares Carrascosa

June 5, 2024

Artificial Intelligence

Cohere API Tutorial: Getting Started With Cohere Models

Cohere offers powerful large language models for various language tasks through their user-friendly Playground or API.
Moez Ali's photo

Moez Ali

May 30, 2024

Artificial Intelligence

Fine-Tuning Llama 3 and Using It Locally: A Step-by-Step Guide

We'll fine-tune Llama 3 on a dataset of patient-doctor conversations, creating a model tailored for medical dialogue. After merging, converting, and quantizing the model, it will be ready for private local use via the Jan application.
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Abid Ali Awan

May 30, 2024

Artificial Intelligence

How to Run Llama 3 Locally With Ollama and GPT4ALL

Run LLaMA 3 locally with GPT4ALL and Ollama, and integrate it into VSCode. Then, build a Q&A retrieval system using Langchain and Chroma DB.
Abid Ali Awan's photo

Abid Ali Awan

March 21, 2025

Artificial Intelligence

Snowflake Arctic Tutorial: Getting Started With Snowflake's LLM

Snowflake Arctic is a family of enterprise-grade language models designed to simplify the integration and deployment of AI within the Snowflake Data Cloud.
Zoumana Keita 's photo

Zoumana Keita

May 27, 2024

Artificial Intelligence

Gemini 1.5 Pro API Tutorial: Getting Started With Google's LLM

To connect to the Gemini 1.5 Pro API, obtain your API key from Google AI for Developers, install the necessary Python libraries, and send requests and receive responses from the Gemini 1.5 Pro model.
Natasha Al-Khatib's photo

Natasha Al-Khatib

May 27, 2024

Python

How to Use GitHub Copilot: Use Cases and Best Practices

Explore how GitHub Copilot works with Visual Studio Code. Learn about its features, pricing, and practical applications for students and developers.
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Eugenia Anello

May 23, 2024

Artificial Intelligence

GPT-4o API Tutorial: Getting Started with OpenAI's API

To connect through the GPT-4o API, obtain your API key from OpenAI, install the OpenAI Python library, and use it to send requests and receive responses from the GPT-4o models.
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Ryan Ong

July 9, 2025

Artificial Intelligence

Batch Normalization: Theory and TensorFlow Implementation

Batch normalization standardizes mini-batch inputs to stabilize and speed up neural network training.

Rajesh Kumar

May 20, 2024

Artificial Intelligence

Understanding Prompt Tuning: Enhance Your Language Models with Precision

Prompt tuning is a technique used to improve the performance of a pre-trained language model without modifying the model’s internal architecture.
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Dimitri Didmanidze

May 19, 2024

Artificial Intelligence

Vertex AI Tutorial: A Comprehensive Guide For Beginners

Master the fundamentals of setting up Vertex AI and performing machine learning workflows.
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Bex Tuychiev

May 17, 2024