Pragmatic AI Labs Courses

Python and Pandas for Data Engineering

30 ratings at edX

Master Python essentials and Pandas for data engineering. Learn to set up development environments, manipulate data, and efficiently solve real-world problems.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Introduction to Generative AI

7 ratings at edX

Unlock the Power of Generative AI: Master the Fundamentals and Explore Boundless Possibilities.

• edX
• 3 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Linux and Bash for Data Engineering

5 ratings at edX

Master Linux and Bash essentials for data engineering. Learn to manipulate data, build pipelines, and automate tasks using shell scripting and powerful Linux tools.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Agile With AI

Master the fusion of agile methodologies and AI tools—from sprint planning and Five Whys to AWS Bedrock, RAG, and AI pair programming—to ship real projects efficiently.

• Coursera
• 11 hours
• Self-Paced
• Paid Course

ETL Pipelines with Rust

Master building production-grade ETL pipelines in Rust with type-safe extraction, error handling, and testing to prevent silent data loss and runtime panics.

• Coursera
• 6 hours
• Self-Paced
• Paid Course

Linux Desktop From Zero

Master Linux on a Framework Laptop — from hardware assembly to a fully configured Kubuntu desktop, terminal fluency, KDE Plasma customization, and LibreOffice proficiency.

• Coursera
• 7 hours
• Self-Paced
• Paid Course

Rust From Zero

Master Rust from scratch — covering ownership, borrowing, error handling, generics, traits, and lifetimes, culminating in a capstone CLI project with clean, idiomatic code.

• Coursera
• 6 hours
• Self-Paced
• Paid Course

Rust Serverless

Master building production-grade AWS Lambda functions in Rust with Cargo Lambda, comparing runtimes across Python, Ruby, and Node.js, and optimizing serverless performance through real benchmarks.

• Coursera
• 4 hours
• Self-Paced
• Paid Course

Zig From Zero

Master Zig for systems programming—build static binaries, choose the right allocator, and know when Zig beats Rust for Lambda, edge, and embedded targets.

• Coursera
• 5 hours
• Self-Paced
• Paid Course

Hugging Face Hub and Ecosystem Fundamentals

Discover how to navigate the Hugging Face ecosystem to find, evaluate, and deploy pre-trained ML models for text, image, and audio tasks across 500,000+ options without training from scratch.

• Coursera
• 2 hours 13 minutes
• Self-Paced
• Paid Course

Advanced Fine-Tuning in Rust

Master memory-efficient fine-tuning of 7B parameter models on consumer hardware using QLoRA, transformers, and rigorous scientific validation methods in Rust.

• Coursera
• 6 hours 4 minutes
• Self-Paced
• Paid Course

Production ML with Hugging Face

Master production ML deployment using the Sovereign Rust Stack with zero Python dependencies across GPU, CPU, WebAssembly, and edge targets through hands-on projects.

• Coursera
• 5 hours 27 minutes
• Self-Paced
• Paid Course

GitHub: From Zero to Pull Request

Master Git and GitHub from setup to pull requests, then automate workflows with AI agents using MCP, GitHub Actions, and CI/CD pipelines in this hands-on, end-to-end guide.

• Coursera
• 4 hours 26 minutes
• Self-Paced
• Paid Course

AI Code Review Automation with GitHub Actions

Master building an AI-powered code review bot with GitHub Actions, using LLMs to automate pull request feedback, from prompt engineering to GitHub Marketplace publishing.

• Coursera
• 4 hours
• Self-Paced
• Paid Course

AI Debugging and Test-Driven fixes

Learn to systematically debug software by combining AI tools with test-driven development, covering pattern recognition, context gathering, structured logging, and a unified workflow to find and fix bugs efficiently.

• Coursera
• 4 hours
• Self-Paced
• Paid Course