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Showing 20 results for “gcp”. More results are available below.
GCP-ACE · Cloud operations
Reliable cloud operations start with a known intended configuration and evidence about the running workload. Compare actual health, capacity and configuration against that baseline. Automate…
GCP-ACE · Google Cloud infrastructure
Google Cloud resources are organized through projects and higher-level organization structures. The hierarchy helps establish ownership, billing and inherited policy, but effective permissio…
GCP-ACE · Identity and access
Authentication establishes who or what is requesting access. Authorization decides which actions that identity may perform on a resource. A successful sign-in therefore does not imply permis…
GCP-ADP · Analytical reasoning
Analysis translates data into an answer to a specific question. Define the population, time period and metric before computing results. A rate depends on its denominator, and a change in who…
GCP-ADP · Data quality
A value can have the right data type and still be wrong for the business. Data quality checks should cover required values, uniqueness, valid ranges and relationships, along with freshness a…
GCP-ADP · Google Cloud data pipelines
Batch pipelines process bounded data, while streaming pipelines handle arriving events and timing uncertainty. Analytical storage serves different access patterns from transactional applicat…
GCP-AWA · Cloud governance and cost
Cloud governance connects resource decisions to business ownership, access rules and spending controls. Consistent tags and accounts help identify who should respond to a cost increase or un…
GCP-AWA · Identity and access
Authentication establishes who or what is requesting access. Authorization decides which actions that identity may perform on a resource. A successful sign-in therefore does not imply permis…
GCP-AWA · Access governance
Access has a lifecycle: grant it for a justified need, review it when responsibilities change, and remove it when the need ends. Old group memberships and privileged accounts can outlive the…
GCP-CDL · Digital transformation with Google Cloud
Buying servers is capital expenditure: a large up-front purchase depreciated over years, sized for peak demand and often idle. Cloud turns that into operational expenditure: you pay monthly …
GCP-CDL · Digital transformation with Google Cloud
The service models differ by how much the provider manages. Infrastructure as a Service gives you virtual machines, storage and networks; you manage the operating system and everything above…
GCP-CDL · Digital transformation with Google Cloud
Hybrid cloud connects an organisation's own data centre with a public cloud so workloads and data can move between them. Multi-cloud uses two or more public providers, often to avoid lock-in…
GCP-CDL · Digital transformation with Google Cloud
A region is a specific geographic location such as europe-west2. Each region contains several zones, which are isolated deployment areas with independent power and networking. Deploying acro…
GCP-CDL · Exploring data transformation with Google Cloud
Structured data fits rows and columns with a fixed schema, like a sales table. Semi-structured data has tags or keys but flexible shape, like JSON documents or log lines. Unstructured data h…
GCP-CDL · Exploring data transformation with Google Cloud
BigQuery is Google Cloud's enterprise data warehouse. It is fully serverless, so there are no clusters to size, and it separates storage from compute, charging for bytes stored and bytes sca…
GCP-CDL · Exploring data transformation with Google Cloud
Cloud SQL is managed MySQL, PostgreSQL or SQL Server for conventional relational apps within a region. Cloud Spanner is a relational database that scales horizontally across regions with str…
GCP-CDL · Exploring data transformation with Google Cloud
Cloud Storage holds objects in buckets with four classes. Standard is for frequently accessed data with no retrieval fee. Nearline suits data touched about once a month, Coldline about once …
GCP-CDL · Exploring data transformation with Google Cloud
Pub/Sub is a global messaging service that decouples producers from consumers; devices or apps publish events to a topic and subscribers pull them at their own pace. Dataflow runs Apache Bea…
GCP-CDL · Innovating with Google Cloud artificial intelligence
Artificial intelligence is the broad goal of machines performing tasks that need human-like intelligence. Machine learning is the subset where systems learn patterns from data rather than fo…
GCP-CDL · Innovating with Google Cloud artificial intelligence
A foundation model is pre-trained on broad data and can be adapted to many downstream tasks. Instead of training from scratch, organisations use prompt design, grounding on their own data, o…
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