Company
Courses and full video lessons from Pragmatic AI Labs.
Tier 4 · 58/100US
Pragmatic AI Labs
A data pipeline that ends in a file has not finished its job. This course takes a Rust medallion pipeline built with Polars (bronze, silver and gold over 32,780 real wine ratings) and puts the gold layer behind an HTTP API with Axum. Every endpoint is a Polars expression. No query parameter ever be…
Pragmatic AI Labs
Learn Rust from the ground up — the systems language that gives you C-level speed without the footguns and Python-level safety without a garbage collector. This course starts with `rustup`, `cargo`, and your first `Hello, world!`, then builds through the ideas that make Rust distinctive: ownership,…
Pragmatic AI Labs
Master Python essentials and Pandas for data engineering. Learn to set up development environments, manipulate data, and efficiently solve real-world problems.
Pragmatic AI Labs
Revolutionize your software development with generative AI. Learn to harness AI pair programming, prompt engineering, and DevOps best practices for unparalleled productivity and innovation.
Pragmatic AI Labs
By the end of this course you will read Zig source confidently, build static binaries small enough to ship inside a 50-kilobyte microcontainer, pick the right allocator (GeneralPurposeAllocator, ArenaAllocator, FixedBufferAllocator, or page_allocator) for each workload, and tell a data engineering…
Pragmatic AI Labs
Become an expert in modern data engineering on Databricks' unified lakehouse platform. Master ETL pipelines, data transformations with Apache Spark, and Delta Lake for reliable data management.
Pragmatic AI Labs
Unlock the Power of Generative AI: Master the Fundamentals and Explore Boundless Possibilities.
Pragmatic AI Labs
Learn to deploy and manage enterprise AI operations on AWS using Amazon Q Business, CloudShell, and Amazon Bedrock. You will explore Amazon Q Business as an enterprise AI assistant built on Bedrock with enterprise-grade security, natural language processing for conversational interactions, and data…
Pragmatic AI Labs
Master Rust programming from scratch to build efficient applications.
Pragmatic AI Labs
Unlock scalable generative AI with expert training on deploying and optimizing large language models on AWS for peak performance and compliance.
Pragmatic AI Labs
Build production GenAI systems on Databricks by mastering prompt engineering, RAG pipelines, model governance, and code intelligence. You will apply chain-of-thought, ReAct, and few-shot prompting patterns to decompose complex tasks, then construct retrieval-augmented generation pipelines that fuse…
Pragmatic AI Labs
Master virtualization, Docker, and Kubernetes for data engineering. Gain hands-on experience with cloud development environments, container orchestration, and production best practices.
Pragmatic AI Labs
Master Linux and Bash essentials for data engineering. Learn to manipulate data, build pipelines, and automate tasks using shell scripting and powerful Linux tools.
Pragmatic AI Labs
Learn to build generative AI solutions on AWS by working hands-on with Amazon Bedrock, Retrieval Augmented Generation pipelines, Amazon Q Developer, and open-source LLM toolchains. You will apply tokenization concepts to understand model pricing and context windows, construct RAG pipelines grounded…
Pragmatic AI Labs
Master data manipulation using Python and SQL for data engineering. Extract, transform, and load data efficiently to drive insights and decision-making.
Pragmatic AI Labs
Gain the skills for building efficient and scalable data pipelines. Explore essential data engineering platforms (Hadoop, Spark, and Snowflake) and learn how to optimize them using Python, PySpark, and MLflow.
Pragmatic AI Labs
Master GitHub Enterprise administration across seven critical domains. You will configure identity management using SAML SSO and Enterprise Managed Users with identity providers like Azure Active Directory and Okta. You will enforce the principle of least privilege by setting access permissions at…
Pragmatic AI Labs
Master MLOps for generative AI with AWS Bedrock. Learn to build enterprise-ready AI applications using cutting-edge LLM technology. Gain hands-on experience with infrastructure as code, data engineering, and agent development while focusing on best practices for trustworthy and valuable AI solution…
Pragmatic AI Labs
Harness generative AI to automate software development tasks. Boost productivity with AI pair programming, prompt engineering, and MLOps best practices for Rust and Python.
Pragmatic AI Labs
Learn to build deterministic AI agents using the Model Context Protocol (MCP) and structured quality metrics for repeatable, verifiable outputs. You will explore PMAT as a quality assessment tool for software projects, applying lean manufacturing principles from the Toyota Way including continuous…
