#Hands-on
Showing 21 of 21 repositories tagged #hands-on, ranked by stars
Python Cheatsheet - interactive hands-on course by LabEx.
Free hands-on digital forensics labs for students and faculty
Learn Serverless for Kubernetes with OpenFaaS
SEED Labs developed in the last 20 years.
It includes studies of the resources I follow to learn about programming. It includes 41 different case studies.
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
动手实战人工智能系列教程，希望从监督学习开始，带你入门机器学习和深度学习。我尝试剖析和推导每一个基础算法的原理，将数学过程写出来，同时基于 Python 代码对公式进行实现，做到公式和代码的一一对应。与此同时，我也会利用主流的开源框架重复同样的过程，帮助读者看出手动实现和主流框架实现之间的区别。
Free Linux tutorials for beginners with 270 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.
CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/
SaaS hands-on to describe partitioning approaches to store multi-tenant data on Amazon S3.
Guided programming projects for practical skill building by LabEx.
HashiCorp Terraform training environment using GitHub Codespaces. This pre-configured development environment includes the latest version of Terraform CLI along with AWS and Azure CLIs for hands-on infrastructure as code exercises.
20 Must know EC2 things and 10 must do EC2 labs for beginners. Full course available on youtube
A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.
Hands-on programming courses for practical learning by LabEx.
Databricks Data Engineer Associate Certification Lab: End-to-end hands-on project covering Auto Loader, Medallion Architecture, SCD Type 2, Unity Catalog governance, and Databricks Jobs orchestration. Build a production-grade pipeline on Databricks Free Edition.
Cybersecurity tutorials with practical examples and exercises by LabEx.
Hackathon - Kubernetes for Linux Sysadmins: From Server to Cluster
Delta Lake Optimization Project: Hands‑on lab to explore partitioning, Z‑Ordering, compaction (manual & auto), Liquid Clustering, and VACUUM using a synthetic sales dataset in Databricks. Includes a step‑by‑step notebook to measure file scans, bytes read, and query performance for each optimization.
Free Kali Linux tutorials for beginners with 7 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.
Databricks Real-Time Fintech Monitoring Pipeline: Hands-on lab to build a streaming fraud detection system using Auto Loader, watermarked deduplication, stream-static joins, and windowed rules engines in Databricks. Covers dual-SLA architecture for real-time alerts and batch compliance reporting.