Pragmatic AI Labs Courses

Python Fundamentals for MLOps

Master Python for Seamless MLOps: From Fundamentals to Automation and Workflow Efficiency.

• edX
• 5 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

DevOps, DataOps, MLOps

Streamline AI Operations: Leverage DevOps, DataOps, and MLOps for End-to-End Machine Learning Solutions.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Small Language Models

Discover the power of Small Language Models (SLMs). Learn to develop efficient, privacy-preserving NLP solutions for chatbots, text classification, summarization, and more.

• edX
• 2 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Rust Data Engineering

Use Rust's power for high-performance, concurrent data pipelines - from core principles to real-world deployments.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Cloud Data Engineering

Master data engineering for cloud-native applications through distributed systems, big data, and serverless technologies.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Python and Pandas for Data Engineering

28 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 a week
• On-Demand
• Free Online Course (Audit)

Azure AI Fundamentals

Master Azure AI Fundamentals and confidently pass the AI-900 certification exam with this comprehensive course, featuring hands-on experience with Azure's AI services and practical Machine Learning applications.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

End to End LLM with Azure

Master Azure tools for building and deploying robust Large Language Model applications. Learn architectural patterns, automation, and end-to-end solutions for leveraging LLMs in your projects.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to LLM Vulnerabilities

Explore LLM security challenges, learn to identify and mitigate vulnerabilities, and master techniques for secure AI application development and deployment.

• edX
• 4 weeks, 1-3 hours a week
• On-Demand
• Free Online Course (Audit)

Cloud Virtualization, Containers and APIs

Master cloud computing fundamentals with virtual machines, containers, microservices, and DevOps best practices for operations.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Python and Rust with Linux Command Line Tools

Applied command line tool automation with Python and Rust for efficient task management.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Rust for Large Language Model Operations (LLMOps)

Develop efficient Large Language Model solutions using Rust.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Web Applications and Command-Line Tools for Data Engineering

Learn to build web apps, microservices, and command-line tools for efficient data engineering using Python, FastAPI, and Rust.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Beginning Llamafile

Learn to serve powerful language models as practical, scalable web APIs using the llama.cpp server. Keep your data private and avoid cloud latency and fees.

• edX
• 2 weeks, 1-3 hours a week
• On-Demand
• Free Online Course (Audit)

Rust for DevOps

Streamline DevOps with Rust for efficient application delivery.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)