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


Oracle Lab 1 Directions.pdf

Deploying a ChatGPT-4o model and applying content I/O filters to it on Azure

Azure Lab 13 Directions.pdf

Deploying and testing a ChatGPT-35-turbo model on Azure

Azure Lab 12 DIrections.pdf

Building a knowledge mining solution using Azure AI Search Index, AI Services, and a Storage account with blob containers

Azure Lab 11 Directions.pdf

Extracting form data using Azure Document Intelligence Studio

Azure Lab 10 Directions.pdf

Provisioning an Azure Automated ML job to predict how many bike rentals will be sold in a given day

Azure Lab 1 Directions.pdf

Provisioning an Azure Content Safety resource to moderate text content


Azure Lab 2 Directions.pdf

Provisioning an Azure AI services resource to conduct image analysis

Azure Lab 3 Directions.pdf

Provisioning an Azure AI Face service resource to detect faces along with their attributes in images


Azure Lab 4 Directions.pdf

Provisioning an Azure AI Vision resource to perform OCR (Optical Character Recognition) on images with embedded text


Azure Lab 5 Directions.pdf

Provisioning an Azure Language resource that can determine whether reviews are positive or negative solely based on text 


Azure Lab 6 Directions.pdf

Creating an AI chatbot on Azure

Azure Lab 7 Directions.pdf

Transcribing audio into text using Azure AI Speech 


Azure Lab 8 Directions.pdf

Creating an Conversational Language Understanding model to allow a device to execute commands given by text and speech


Azure Lab 9 DIrections.pdf