AI Solution Development: From Model to Trusted System
Framing problems, choosing approaches, and running AI safely in production
Engineering, IT, software development and emerging technology courses. 51 guides, each on one topic, free to read online.
Framing problems, choosing approaches, and running AI safely in production
Moving mass through a fluid safely, efficiently and predictably
Regions, services, pricing, responsibility and governance on Microsoft Azure
How measurement, materials, equipment management and regulation fit together in clinical care
A working reference for building replicated ledgers, smart contracts and the tools around them
Ledgers, consensus, smart contracts, tokens, identity, privacy, regulation and careers
How signals move from capture to air, and how working crews keep them reliable
A practical reference for the patterns, roles, and decisions behind working generative AI products
Sources, models, calculations, testing and release for trustworthy analytics
A reference guide to how raw materials become safe, efficient products
How ground, loads, materials and delivery shape the built environment
A working reference for requirements, landing zones, migration waves, cost and review gates
How elastic infrastructure and automated delivery work together in production
Tasks, pipelines, training, deployment and the failures that matter
How machines, site layout and daily routines combine to produce work
What analytics applications contain, where they work, and how to build and govern them well
Moving raw records into governed, query-ready data assets
Descriptive, predictive and prescriptive analytics, and how decisions get made with data
How two data professions keep systems running and move data to use
Architectures, data conditions, measurement and production failure modes
Evidence, adversary knowledge, and the investigative loop that connects them
Generation, transmission, protection and stability for practicing engineers
Layers, roles, methods and habits for hardware that works beyond the bench
Design logic, public health duty and sustainable infrastructure
Scope, stages, tools and disclosure for lawful, evidence-based penetration testing
A reference guide to the layers, practices and careers behind modern web applications
How measured ground becomes verified spatial data
Hierarchy, identity, compute, storage, networking and cost control on Google's public cloud
Defining, versioning and safely changing infrastructure with code
How service and operations work keep business technology usable
Lifecycle, core practices, frameworks, metrics and the mistakes smaller teams make
How next-token prediction becomes a useful assistant, and how to evaluate and deploy one well
Building, training, deploying and maintaining intelligent systems in production
Hull form, stability, propulsion, safety and the roles behind a working vessel
How internal structure, processing and service conditions decide what a material can do
Platforms, shared codebases, architecture and the constraints that shape each target
A reference guide to how software reads, interprets and generates human language
Buoyancy, strength, resistance, propulsion and stability as one design problem
Black-box, white-box and gray-box approaches, frameworks and the phases of a test
A reference on the engineering stack behind site-specific crop management
A plain reference to variable power, grid intelligence, storage, markets and the workforce that runs them
How software bots copy routine application work, where they fit, and how to keep them healthy
How sensors, controllers, networks, robots and software work together on the factory floor
How analysts watch live systems, decide what matters, contain incidents, and measure improvement
Service objectives, error budgets, toil reduction and incident response in practice
Decisions, Structure, Documentation, and Practice
A practical reference on defect prevention, automated testing and delivery pipelines
Keeping shared computing environments reliable, secure and recoverable
Physics, load calculation, psychrometrics, equipment, comfort and controls for keeping spaces right
Failure classes, authenticated testing, and engineering practices that remove whole vulnerability families
A reference guide to the physics, spectrum, access methods, architecture, operations and careers behind wireless connectivity
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