Cumulus Cycles

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AWS Cloud Development & AI Engineering Tutorials

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Build an AI RAG Chatbot with Amazon Bedrock, Knowledge Bases & OpenSearch

Build an AI RAG Chatbot with Amazon Bedrock, Knowledge Bases & OpenSearch Cumulus Cycles

50 views - 6 days ago

Prompt Engineering for Engineers

Prompt Engineering for Engineers Cumulus Cycles

14 views - 1 week ago

Build a Full-Stack Multimodal AI Chat App with Amazon Bedrock using FastAPI and React

Build a Full-Stack Multimodal AI Chat App with Amazon Bedrock using FastAPI and React Cumulus Cycles

37 views - 2 weeks ago

An Intro to Amazon Bedrock (with Integration in a FastAPI / Streamlit App)

An Intro to Amazon Bedrock (with Integration in a FastAPI / Streamlit App) Cumulus Cycles

80 views - 4 weeks ago

Build an LLM Pipeline Demo App with React and FastAPI

Build an LLM Pipeline Demo App with React and FastAPI Cumulus Cycles

95 views - 1 month ago

AI Engineering Hands-On: LLMs

AI Engineering Hands-On: LLMs Cumulus Cycles

37 views - 1 month ago

Build and deploy a full stack App with AI Services integration to AWS using CDK

Build and deploy a full stack App with AI Services integration to AWS using CDK Cumulus Cycles

62 views - 1 month ago

Build an App with Amazon Comprehend, Translate, Polly, Textract, and Rekognition.

Build an App with Amazon Comprehend, Translate, Polly, Textract, and Rekognition. Cumulus Cycles

33 views - 1 month ago

Build a Multilingual Chat App with Amazon Transcribe and Comprehend

Build a Multilingual Chat App with Amazon Transcribe and Comprehend Cumulus Cycles

31 views - 1 month ago

AI on AWS: Getting started with Transcribe, Polly, Translate, Comprehend, Rekognition, and Textract

AI on AWS: Getting started with Transcribe, Polly, Translate, Comprehend, Rekognition, and Textract Cumulus Cycles

27 views - 1 month ago

AI on AWS: Playlist Intro

AI on AWS: Playlist Intro Cumulus Cycles

35 views - 1 month ago

Deploy a Containerized Full-Stack Agentic AI App on a Docker Network

Deploy a Containerized Full-Stack Agentic AI App on a Docker Network Cumulus Cycles

76 views - 1 month ago

AI Engineering Hands-On: Dev Env Setup

AI Engineering Hands-On: Dev Env Setup Cumulus Cycles

49 views - 2 months ago

AI Engineering Hands-On Intro

AI Engineering Hands-On Intro Cumulus Cycles

37 views - 2 months ago

Code Analysis Agent

Code Analysis Agent Cumulus Cycles

18 views - 2 months ago

Run local AI RAG Agent

Run local AI RAG Agent Cumulus Cycles

22 views - 2 months ago

CSCI E-89 Final Project: Local AI RAG Agent

CSCI E-89 Final Project: Local AI RAG Agent Cumulus Cycles

79 views - 2 months ago

CSCI E-89 Final Project: Summary

CSCI E-89 Final Project: Summary Cumulus Cycles

30 views - 2 months ago

CSCI E-89: Playlist Intro

CSCI E-89: Playlist Intro Cumulus Cycles

13 views - 2 months ago

Deploy a Trained ML Model to Docker using Kubernetes

Deploy a Trained ML Model to Docker using Kubernetes Cumulus Cycles

70 views - 4 months ago

End-to-End ML Model Training and Deployment in Docker

End-to-End ML Model Training and Deployment in Docker Cumulus Cycles

169 views - 4 months ago

Scikit-learn LinearRegression, GradientBoostingRegressor and RandomForestRegressor Models

Scikit-learn LinearRegression, GradientBoostingRegressor and RandomForestRegressor Models Cumulus Cycles

52 views - 5 months ago

Load and Cleanse Data from a CSV and Persist in MySQL using NumPy and Pandas

Load and Cleanse Data from a CSV and Persist in MySQL using NumPy and Pandas Cumulus Cycles

33 views - 5 months ago

Intro to Pandas

Intro to Pandas Cumulus Cycles

16 views - 5 months ago

Intro to NumPy Cumulus Cycles

23 views - 5 months ago

A brief intro to Google Colab and Jupyter Notebook

A brief intro to Google Colab and Jupyter Notebook Cumulus Cycles

317 views - 5 months ago

Python for Data Science and Machine Learning Playlist Intro

Python for Data Science and Machine Learning Playlist Intro Cumulus Cycles

51 views - 5 months ago

Python Fundamentals

Python Fundamentals Cumulus Cycles

34 views - 5 months ago

Install Anaconda on a Mac

Install Anaconda on a Mac Cumulus Cycles

3.1K views - 9 months ago

Install Jupyter Notebook in a Python Virtual Environment

Install Jupyter Notebook in a Python Virtual Environment Cumulus Cycles

322 views - 9 months ago

Python Virtual Environments

Python Virtual Environments Cumulus Cycles

98 views - 9 months ago

IaC on AWS with Terraform: Provision an Amazon EFS and mount to EC2 Instances using Terraform

IaC on AWS with Terraform: Provision an Amazon EFS and mount to EC2 Instances using Terraform Cumulus Cycles

1.5K views - 2 years ago

AWS Hands-On: Amazon Elastic File System (EFS)

AWS Hands-On: Amazon Elastic File System (EFS) Cumulus Cycles

1.3K views - 2 years ago

IaC on AWS with Terraform: Provision an EC2 Instance and install Jenkins & Terraform using Terraform

IaC on AWS with Terraform: Provision an EC2 Instance and install Jenkins & Terraform using Terraform Cumulus Cycles

1.5K views - 2 years ago

IaC on AWS with Terraform: Provision a Lambda Function with Layers using Terraform

IaC on AWS with Terraform: Provision a Lambda Function with Layers using Terraform Cumulus Cycles

3.6K views - 2 years ago

IaC on AWS with Terraform: Provision a VPC from a CloudFormation Template, using Terraform

IaC on AWS with Terraform: Provision a VPC from a CloudFormation Template, using Terraform Cumulus Cycles

1.4K views - 2 years ago

DevOps on AWS: Install Jenkins & Ansible on EC2, and deploy Java App on Tomcat in Docker (v2).

DevOps on AWS: Install Jenkins & Ansible on EC2, and deploy Java App on Tomcat in Docker (v2). Cumulus Cycles

625 views - 2 years ago

DevOps on AWS: Install Jenkins & Ansible on EC2, and deploy Java App on Tomcat in Docker Containers.

DevOps on AWS: Install Jenkins & Ansible on EC2, and deploy Java App on Tomcat in Docker Containers. Cumulus Cycles

1.8K views - 2 years ago

DevOps on AWS: Install and configure Ansible on EC2

DevOps on AWS: Install and configure Ansible on EC2 Cumulus Cycles

3.6K views - 2 years ago

AWS Hands-On: Integrate AWS Step Functions with EventBridge

AWS Hands-On: Integrate AWS Step Functions with EventBridge Cumulus Cycles

9K views - 2 years ago

AWS Hands-On: AWS Step Functions

AWS Hands-On: AWS Step Functions Cumulus Cycles

1.8K views - 2 years ago

AWS Hands-On: Integrate AWS Batch with EventBridge

AWS Hands-On: Integrate AWS Batch with EventBridge Cumulus Cycles

5.2K views - 2 years ago

7. AWS Amplify: Amplify Hosting

7. AWS Amplify: Amplify Hosting Cumulus Cycles

1.2K views - 2 years ago

DevOps on AWS: Integrate Jenkins in CodePipeline

DevOps on AWS: Integrate Jenkins in CodePipeline Cumulus Cycles

1.8K views - 2 years ago

AWS Hands-On: Amazon EventBridge (S3 / Lambda)

AWS Hands-On: Amazon EventBridge (S3 / Lambda) Cumulus Cycles

3.9K views - 2 years ago

DevOps on AWS: Provision an AWS CodePipeline using CloudFormation

DevOps on AWS: Provision an AWS CodePipeline using CloudFormation Cumulus Cycles

612 views - 2 years ago

6. AWS Amplify: Amplify Studio

6. AWS Amplify: Amplify Studio Cumulus Cycles

3.9K views - 2 years ago

5. AWS Amplify: Custom Authentication using the Amplify Auth API

5. AWS Amplify: Custom Authentication using the Amplify Auth API Cumulus Cycles

22.5K views - 2 years ago

DevOps on AWS: CodePipeline

DevOps on AWS: CodePipeline Cumulus Cycles

605 views - 2 years ago

DevOps on AWS: CodeDeploy

DevOps on AWS: CodeDeploy Cumulus Cycles

691 views - 2 years ago

DevOps on AWS: CodeBuild

DevOps on AWS: CodeBuild Cumulus Cycles

629 views - 2 years ago

DevOps on AWS: CodeCommit

DevOps on AWS: CodeCommit Cumulus Cycles

428 views - 2 years ago

DevOps on AWS: Playlist Intro

DevOps on AWS: Playlist Intro Cumulus Cycles

845 views - 2 years ago

Amazon Lex - Slack Integration

Amazon Lex - Slack Integration Cumulus Cycles

3.8K views - 2 years ago

IaC on AWS with Terraform: Provision ECR / ECS Infra to deploy a Node.js App in a Docker Container

IaC on AWS with Terraform: Provision ECR / ECS Infra to deploy a Node.js App in a Docker Container Cumulus Cycles

15.2K views - 2 years ago

IaC on AWS with Terraform: Terraform Cloud

IaC on AWS with Terraform: Terraform Cloud Cumulus Cycles

1.9K views - 3 years ago

IaC on AWS with Terraform: HashiCorp Vault

IaC on AWS with Terraform: HashiCorp Vault Cumulus Cycles

5.6K views - 3 years ago

IaC on AWS with Terraform: Terraform State

IaC on AWS with Terraform: Terraform State Cumulus Cycles

792 views - 3 years ago

IaC on AWS with Terraform: Terraform Modules

IaC on AWS with Terraform: Terraform Modules Cumulus Cycles

2.5K views - 3 years ago

IaC on AWS with Terraform: Terraform Fundamentals

IaC on AWS with Terraform: Terraform Fundamentals Cumulus Cycles

3.5K views - 3 years ago