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Data Science Tutorials

Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
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Large Language Models

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

October 10, 2024

Artificial Intelligence

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's photo

Bhavishya Pandit

October 10, 2024

SQL

SQL Order of Execution: Understanding How Queries Run

Understand the SQL order of execution and how its different from the order of writing. Write accurate and optimized queries for improved performance and avoid common mistakes in query design.
Allan Ouko's photo

Allan Ouko

October 10, 2024

Large Language Models

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's photo

Abid Ali Awan

October 9, 2024

Data Science

Minkowski Distance: A Comprehensive Guide

Minkowski distance is a way of measuring the straight or curved path between two points, depending on a chosen parameter that affects the shape. Keep reading to learn about the fundamentals, applications, and comparisons of Minkowski distance in various fields.
Vinod Chugani's photo

Vinod Chugani

October 9, 2024

Python

Python NiceGUI: Build Powerful Web Interfaces with Ease

Explore how NiceGUI allows Python developers to create web-based user interfaces effortlessly, with interactive elements and real-time data updates.
Laiba Siddiqui's photo

Laiba Siddiqui

October 9, 2024

Artificial Intelligence

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's photo

Dimitri Didmanidze

October 9, 2024

Artificial Intelligence

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's photo

Aashi Dutt

October 9, 2024

Artificial Intelligence

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's photo

Hesam Sheikh Hassani

October 8, 2024

Artificial Intelligence

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's photo

Hesam Sheikh Hassani

October 3, 2024