Data Science Tutorials

Learn how to fine-tune Llama 2 on a free Google Colab GPU using QLoRA, PEFT, and the Hugging Face ecosystem to customize open-source LLMs for your use case.

Explore GPT-3.5 Turbo and discover the transformative potential of fine-tuning. Learn how to customize this advanced language model for niche applications, enhance its performance, and understand the associated costs, safety, and privacy considerations.

This tutorial introduces you to the OpenAI API, it's use-cases, a hands-on approach to using the API, and all the best practices to follow.

A complete guide to coding best practices including DRY/SOLID principles, automated tooling, Git workflows, and responsible use of AI coding assistants.

Learn to create 15 types of data plots in Python using matplotlib and seaborn, from common bar charts to advanced heatmaps and unconventional treemaps.

Explore data management with our SQL Server Tutorial. From basics to advanced usage, enhance your skills and navigate SQL Server with confidence.

Explore the nuances of AI moderation with our in-depth guide on utilizing ChatGPT for moderating responses in GPT-based applications.

Dive deep into the Contrastive Captioner (CoCa) model, an advanced image-text foundation model in machine learning.

Explore the functionalities of Weaviate, an open-source, real-time vector search engine, with our comprehensive beginner's guide.

Discover what MySQL is and how to get started in one of the most popular database management systems.

Learn how to run Alpaca-LoRA on your device with this comprehensive guide. Discover how this open-source model leverages LoRA technology to offer a powerful yet efficient AI chatbot solution.

This tutorial covers the basics of data pipelines and terminology for aspiring data professionals, including pipeline uses, common technology, and tips for pipeline building.