Labs
Hello Cloud Run (GCP)
Google Cloud Fundamentals: Getting Started with Cloud Storage and Cloud SQL
Google Cloud Fundamentals: Getting Started with Cloud Marketplace
Implementing controls on AWS for OWASP LLM01 - System Prompt
Implementing controls on AWS for OWASP LLM01 & LLM06 - Guardrails on Bedrock
Implementing controls on AWS for OWASP LLM06 & LLM08 - Authentication and Authorization
Implementing controls on AWS for OWASP LLM04 - Rate-limiting API to protect from DDoS
Deploying/configuring a Virtual Cloud Network, two Compute Instances, and an OCI Load Balancer to handle HTTP requests in Oracle Cloud
Deploying a ChatGPT-4o model and applying content I/O filters to it on Azure
Deploying and testing a ChatGPT-35-turbo model on Azure
Building a knowledge mining solution using Azure AI Search Index, AI Services, and a Storage account with blob containers
Extracting form data using Azure Document Intelligence Studio
Provisioning an Azure Automated ML job to predict how many bike rentals will be sold in a given day
Provisioning an Azure Content Safety resource to moderate text content
Provisioning an Azure AI services resource to conduct image analysis
Provisioning an Azure AI Face service resource to detect faces along with their attributes in images
Provisioning an Azure AI Vision resource to perform OCR (Optical Character Recognition) on images with embedded text
Provisioning an Azure Language resource that can determine whether reviews are positive or negative solely based on text
Creating an AI chatbot on Azure
Transcribing audio into text using Azure AI Speech
Creating an Conversational Language Understanding model to allow a device to execute commands given by text and speech