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☁️ DevOps & Cloud

CI/CD, Docker, Kubernetes, AWS, GCP, Azure, monitoring and infrastructure as code

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FastAPI + Docker: Build Scalable AI Backends Faster
DevOps & Cloud
FastAPI + Docker: Build Scalable AI Backends Faster
Analytics Vidhya Intermediate 2mo ago
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
DevOps & Cloud ⚡ AI Lesson
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
Analytics Vidhya Intermediate 4mo ago
GenAI Deployment Guide: Dockerizing LLM Apps with AWS ECR & Parameter Store
DevOps & Cloud ⚡ AI Lesson
GenAI Deployment Guide: Dockerizing LLM Apps with AWS ECR & Parameter Store
Analytics Vidhya Intermediate 4mo ago
Deploying a GenAI App on AWS App Runner: IAM Roles, Secrets & Auto-scaling
DevOps & Cloud ⚡ AI Lesson
Deploying a GenAI App on AWS App Runner: IAM Roles, Secrets & Auto-scaling
Analytics Vidhya Intermediate 4mo ago
Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
DevOps & Cloud ⚡ AI Lesson
Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
Analytics Vidhya Intermediate 4mo ago
Final Step: Take the Quiz & Claim Your Certificate
DevOps & Cloud
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 5mo ago
Updating ML Deployments: Human-Readable Predictions on AWS Lambda & ECR
DevOps & Cloud
Updating ML Deployments: Human-Readable Predictions on AWS Lambda & ECR
Analytics Vidhya Intermediate 5mo ago
MLOps Essentials: Enabling CloudWatch Logging & Monitoring for AWS ML APIs
DevOps & Cloud
MLOps Essentials: Enabling CloudWatch Logging & Monitoring for AWS ML APIs
Analytics Vidhya Beginner 5mo ago
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
DevOps & Cloud
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
Analytics Vidhya Beginner 5mo ago
How to Deploy Machine Learning Models to AWS Lambda using Docker & ECR
DevOps & Cloud
How to Deploy Machine Learning Models to AWS Lambda using Docker & ECR
Analytics Vidhya Intermediate 5mo ago
Deploy Machine Learning Models with AWS Lambda & Docker: Step-by-Step Hands-on
DevOps & Cloud
Deploy Machine Learning Models with AWS Lambda & Docker: Step-by-Step Hands-on
Analytics Vidhya Beginner 5mo ago
Deploying Machine Learning Models: From Local Notebook to AWS Production
DevOps & Cloud ⚡ AI Lesson
Deploying Machine Learning Models: From Local Notebook to AWS Production
Analytics Vidhya Beginner 5mo ago
Final Step: Take the Quiz & Claim Your Certificate
DevOps & Cloud
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 5mo ago
AWS SageMaker Tutorial: Scikit-Learn vs. Managed XGBoost Training Jobs
DevOps & Cloud
AWS SageMaker Tutorial: Scikit-Learn vs. Managed XGBoost Training Jobs
Analytics Vidhya Beginner 5mo ago
Automate AWS EC2 Setup: Launch Jupyter Notebook with Python & Boto3
DevOps & Cloud ⚡ AI Lesson
Automate AWS EC2 Setup: Launch Jupyter Notebook with Python & Boto3
Analytics Vidhya Intermediate 5mo ago
How to Setup Jupyter Notebook on AWS EC2: Step-by-Step Guide
DevOps & Cloud
How to Setup Jupyter Notebook on AWS EC2: Step-by-Step Guide
Analytics Vidhya Beginner 5mo ago
AWS Compute for Data Science: EC2 vs. SageMaker vs. Lambda Explained
DevOps & Cloud ⚡ AI Lesson
AWS Compute for Data Science: EC2 vs. SageMaker vs. Lambda Explained
Analytics Vidhya Beginner 5mo ago
Final Step: Take the Quiz & Claim Your Certificate
DevOps & Cloud
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 5mo ago
Programmatic AWS Athena: Using Jupyter Notebooks to Query S3 Data at Scale
DevOps & Cloud ⚡ AI Lesson
Programmatic AWS Athena: Using Jupyter Notebooks to Query S3 Data at Scale
Analytics Vidhya Intermediate 5mo ago
AWS S3 Lifecycle Policies & Versioning: Restore Deleted Objects & Save Costs
DevOps & Cloud
AWS S3 Lifecycle Policies & Versioning: Restore Deleted Objects & Save Costs
Analytics Vidhya Beginner 5mo ago
AWS S3 Bucket Policies & Versioning: How to Manage Permissions & Protect Data
DevOps & Cloud ⚡ AI Lesson
AWS S3 Bucket Policies & Versioning: How to Manage Permissions & Protect Data
Analytics Vidhya Advanced 5mo ago
AWS S3 Deep Dive: Vector Buckets, Amazon Q, and CLI Data Management
DevOps & Cloud ⚡ AI Lesson
AWS S3 Deep Dive: Vector Buckets, Amazon Q, and CLI Data Management
Analytics Vidhya Advanced 5mo ago
Building Advanced AI Agents with Strands: MCP, Hooks & Memory (Part 2)
DevOps & Cloud
Building Advanced AI Agents with Strands: MCP, Hooks & Memory (Part 2)
Analytics Vidhya Beginner 8mo ago
AWS for Data Science: End-to-End ML Deployment on AWS (Lambda, Docker & API Gateway)(4/4)
DevOps & Cloud
AWS for Data Science: End-to-End ML Deployment on AWS (Lambda, Docker & API Gateway)(4/4)
Analytics Vidhya Beginner 8mo ago
Build and Deploy a GenAI App with RAG on AWS Cloud | Step-by-Step Tutorial
DevOps & Cloud
Build and Deploy a GenAI App with RAG on AWS Cloud | Step-by-Step Tutorial
Analytics Vidhya Intermediate 8mo ago
AWS for Data Science: EC2 vs. SageMaker vs. Lambda - The Ultimate Guide (with Demos)(3/4)
DevOps & Cloud ⚡ AI Lesson
AWS for Data Science: EC2 vs. SageMaker vs. Lambda - The Ultimate Guide (with Demos)(3/4)
Analytics Vidhya Beginner 9mo ago
From Laptop to Cloud: A Complete End-to-End Data Science Project with AWS SageMaker
DevOps & Cloud
From Laptop to Cloud: A Complete End-to-End Data Science Project with AWS SageMaker
Analytics Vidhya Beginner 9mo ago
Python for Data Science #3: OOP, Inheritence, Polymorphism, Constructors
DevOps & Cloud
Python for Data Science #3: OOP, Inheritence, Polymorphism, Constructors
Analytics Vidhya Beginner 9mo ago
AWS for Data Science - Getting Started with S3, EC2, IAM, SageMaker (V1/4)
DevOps & Cloud
AWS for Data Science - Getting Started with S3, EC2, IAM, SageMaker (V1/4)
Analytics Vidhya Beginner 10mo ago
Deploying ML Models & LLMs on GCP with MLOps: A Practical Demo
DevOps & Cloud
Deploying ML Models & LLMs on GCP with MLOps: A Practical Demo
Analytics Vidhya Beginner 10mo ago
Docker Tutorial for Beginners: From Absolute Basics to Hands-on Project
DevOps & Cloud ⚡ AI Lesson
Docker Tutorial for Beginners: From Absolute Basics to Hands-on Project
Analytics Vidhya Beginner 1y ago
Building Agentic AI system with Bedrock
DevOps & Cloud
Building Agentic AI system with Bedrock
Analytics Vidhya Beginner 1y ago
MLOps Tutorial: Build a Full ML Pipeline with MLflow, DVC & Deploy on AWS
DevOps & Cloud
MLOps Tutorial: Build a Full ML Pipeline with MLflow, DVC & Deploy on AWS
Analytics Vidhya Beginner 1y ago
Data Engineering in a Nutshell | DataHour by Pavan Kumar Yerravelly
DevOps & Cloud ⚡ AI Lesson
Data Engineering in a Nutshell | DataHour by Pavan Kumar Yerravelly
Analytics Vidhya Advanced 3y ago
Getting Started with AWS EC2 #amazon #aws
DevOps & Cloud
Getting Started with AWS EC2 #amazon #aws
Analytics Vidhya Beginner 3y ago
Building Data Pipelines on GCP #googlecloud #datapipelines #data
DevOps & Cloud
Building Data Pipelines on GCP #googlecloud #datapipelines #data
Analytics Vidhya Intermediate 3y ago
📚 Continue on Coursera External links · Free to audit
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Managing Cloud-native Applications with Kubernetes
📚 External: Coursera ↗
Self-paced
Managing Cloud-native Applications with Kubernetes
Opens on Coursera ↗
Getting Started with Google Kubernetes Engine - Italiano
📚 External: Coursera ↗
Self-paced
Getting Started with Google Kubernetes Engine - Italiano
Opens on Coursera ↗
Foundation to Multi-Cloud
📚 External: Coursera ↗
Self-paced
Foundation to Multi-Cloud
Opens on Coursera ↗
Monitoring and Logging in DevOps Training for Beginners
📚 External: Coursera ↗
Self-paced
Monitoring and Logging in DevOps Training for Beginners
Opens on Coursera ↗
Networking and Migration in Azure
📚 External: Coursera ↗
Self-paced
Networking and Migration in Azure
Opens on Coursera ↗
Open Source Software Development Methods
📚 External: Coursera ↗
Self-paced
Open Source Software Development Methods
Opens on Coursera ↗