Deep Learning Study Path for Engineers
A practical study path for engineers learning deep learning, based on the structure of Deep Learning by Goodfellow, Bengio, and Courville.
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Choose a Local Language Model for Your Hardware
Choose a practical first local language model by checking memory, precision, context length, and runtime support.
Enterprise Platform Operating Model for Cloud Governance Teams
A detailed operating model for cloud governance teams running secure, repeatable enterprise Azure platforms.
Back Up and Validate ADFS Claim Rules Before a Change
Export ADFS relying-party claim rules, compare a proposed change, and keep a timestamped rollback file.
Azure Policy as Code with Terraform
A practical design guide for managing Azure Policy definitions, initiatives, assignments, exemptions, and remediation workflows as code with Terraform.
Manage Persistent Network Drives with PowerShell
Inspect, map, remap, and remove persistent Windows network drives with PowerShell.
Azure Identity and Privileged Access Design for Platform Engineering
A practical design guide for Azure identity, RBAC, privileged access, break-glass access, and role governance in platform engineering.
Quantize a Local Model on Apple Silicon with Transformers Metal
Reduce local model memory use on Apple Silicon with Transformers MetalConfig and four-bit weight quantization.
FinOps Tagging and Cost Accountability for Azure Platforms
A practical guide to designing Azure tags, budgets, allocation, reporting, and ownership patterns for cost accountability.
Set Up VS Code Dev Containers on WSL 2
Use Docker Desktop, WSL 2, and VS Code Dev Containers with project files stored in the Linux filesystem.