Data Science Tutorials

Learn the statistical concept of correlation, and follow along in calculating and interpreting correlations for a sample dataset, in a step-by-step tutorial.

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.

Cohere offers powerful large language models for various language tasks through their user-friendly Playground or API.

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.

Database normalization is an important process used to organize and structure relational databases. This process ensures that data is stored in a way that minimizes redundancy, simplifies querying, and improves data integrity.

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

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.

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.

Set operations in SQL are techniques for combining or comparing the results of two or more SELECT statements.