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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Devstral Quickstart Guide: Run Mistral AI's LLM Locally
Learn how to use Devstral with Mistral Inference locally and with OpenHands using the Mistral AI API.
Abid Ali Awan
May 21, 2025
AutoGen Tutorial: Build Multi-Agent AI Applications
Learn how to build multi-agent AI applications with Autogen Studio, Autogen AgentChat, Autogen Core, and Autogen Extensions.
Abid Ali Awan
May 21, 2025
Build Your First AWS CDK Stack: A Beginner-Friendly Tutorial
Learn how to build and deploy your first AWS CDK stack using Python. This beginner-friendly guide covers setup, constructs, deployment, testing, and CI/CD.
Rahul Sharma
May 21, 2025
Docker ENTRYPOINT Explained: Usage, Syntax, and Best Practices
Master Docker ENTRYPOINT with exec vs. shell syntax, CMD usage, runtime overrides, and real-world examples. Build clearer, more reliable containers today.
Derrick Mwiti
May 20, 2025
How to Use PySpark UDFs and Pandas UDFs Effectively
Learn how to create, optimize, and use PySpark UDFs, including Pandas UDFs, to handle custom data transformations efficiently and improve Spark performance.
Derrick Mwiti
May 20, 2025
Langflow: A Guide With Demo Project
Learn what Langflow is, how to install it, and how to build simple and custom AI agent workflows using Python.
François Aubry
May 20, 2025
Azure App Service: A Complete Guide for Data Practitioners
This guide shows you how to deploy, manage, and optimize applications using Azure App Service—with practical tips for security, scaling, and cost-saving.
Kofi Glover
May 19, 2025
Chainlit: A Guide With Practical Examples
Learn what Chainlit is, how to install it, and how to run it to build interactive interfaces for LLM-powered applications.
Aashi Dutt
May 19, 2025
Mistral Medium 3 Tutorial: Building Agentic Applications
Develop a multi-tool agent application using LangGraph, Tavily, Python tool, and Mistral AI API in the DataLab environment.
Abid Ali Awan
May 18, 2025
Fine-Tuning Phi-4 Reasoning: A Step-By-Step Guide
A step-by-step guide to fine-tuning the state-of-the-art Phi-4 Reasoning model on the finance Q&A dataset in under 10 minutes.
Abid Ali Awan
May 18, 2025
Add Users to Docker Group: A Guide for Data Professionals
Learn how to properly use Docker without sudo, while keeping your systems secure.
Dario Radečić
May 17, 2025
Docker Build Args: The Ultimate Guide for Data Professionals
Learn how to supercharge your containerization workflow with Docker build arguments for flexible, secure, and consistent environments.
Dario Radečić
May 17, 2025