Data Science Tutorials

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.

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.

Dijkstra's algorithm helps find the shortest route between two points in a network, like finding the quickest path on a map, by checking and updating distances step-by-step.

Learn about SQL DDL commands and how they help define and manage the structure of database objects.

Learn how to normalize SQL databases from 1NF through 5NF. This guide covers each normal form with real-world examples, comparison tables, and best practices for eliminating data redundancy.

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.

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

Explore how Power BI Copilot works. Learn about its features, pricing, and practical applications.

Python offers three logical operators: and, or, and not. These operators, also known as Boolean operators, evaluate multiple conditions and determine an expression's overall truth value.

Master SQL set operators: UNION, UNION ALL, INTERSECT, and EXCEPT. Learn the syntax rules, see practical examples, and understand when to use each operator.

Implementing the assert statement in Python is straightforward: We use assert to test conditions and display a message if the condition is false.

Read our comprehensive guide on how to work with data structures in R programming: vectors, lists, arrays, matrices, factors, and data frames.