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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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
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
October 10, 2024
The Difference Between WHERE and HAVING in SQL
Discover how WHERE filters row-level data in SQL queries, while HAVING filters grouped data after aggregation, and master their distinct uses in SQL querying.
Islam Salahuddin
October 10, 2024
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
October 10, 2024
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
October 10, 2024
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
October 9, 2024
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
October 9, 2024
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
October 9, 2024
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
October 9, 2024
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
October 9, 2024
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
October 8, 2024
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
October 3, 2024