Resource Library

root@homelab:~$ ls resource-library/
12 resources indexed
Networking3
AI/ML4
Tools4
Certifications1
Professor Messer's CompTIA Network+
video
Networking

Free video course covering all Network+ objectives. Excellent for subnetting, VLANs, and routing fundamentals.

Network+subnettingVLANsfree
Open resource
Cisco Packet Tracer Labs
tool
Networking

Cisco's free network simulation tool. Great for practicing switch/router configs without physical hardware.

CiscosimulationfreeCCNA
Open resource
GNS3 Documentation
docs
Tools

Official GNS3 docs covering installation, topology building, and integrating real IOS images.

GNS3emulationIOS
Open resource
Practical Networking — Subnetting Mastery
article
Networking

Step-by-step subnetting guide with visual diagrams. Best free resource for mastering CIDR and VLSM.

subnettingCIDRVLSMfree
Open resource
fast.ai — Practical Deep Learning
course
AI/ML

Top-down practical deep learning course. Covers CNNs, NLP, and tabular data with PyTorch and fastai.

deep learningPyTorchCNNfree
Open resource
Andrej Karpathy — Neural Networks: Zero to Hero
video
AI/ML

Build neural networks from scratch in pure Python. Covers backprop, GPT, and tokenization deeply.

neural networksbackpropGPTPython
Open resource
HuggingFace Documentation
docs
AI/ML

Official docs for Transformers, Diffusers, Datasets, and PEFT. Essential reference for fine-tuning workflows.

HuggingFaceTransformersfine-tuning
Open resource
Ollama Model Library
tool
Tools

Browse and pull LLMs for local inference. Supports Llama, Mistral, Gemma, Phi, and more.

OllamaLLMlocal inference
Open resource
CCNA 200-301 Official Cert Guide
book
Certifications

Wendell Odom's definitive CCNA prep book. Covers all exam topics with practice questions and labs.

CCNACiscocertification
Open resource
pfSense Documentation
docs
Tools

Official pfSense docs. Covers firewall rules, VLANs, VPN, traffic shaping, and HA setups.

pfSensefirewallVPN
Open resource
MLflow Documentation
docs
Tools

Track experiments, log metrics, and manage model versions. Essential for reproducible ML workflows.

MLflowexperiment trackingMLOps
Open resource
TensorFlow Playground
tool
AI/ML

Interactive browser-based neural network visualizer. Great for building intuition about layers and activations.

neural networksvisualizationfree
Open resource