November 2022
Advanced
1h 46m
English
Overview
Kubernetes for Data
Learning Kubernetes For Data
This video series covers the Kubernetes ecosystem for data. Lessons Covered Include Six Key Lessons:
Learn Kubernetes- 1.0 What is Kubernetes?
- 1.1 Cluster Architecture
- 1.2 Pods and Nodes
- 1.3 Services and Deployments
- 1.7.2 cloud developer workspace advantage
- 2.1 Key Concepts GitHub Ecosystem
- 2.2 demo GitHub Repo with teaching template
- 2.3 demo codespaces
- 2.4 demo gpu whisper
- 2.5 demo gpu hugging face fine tuning
- 2.6 demo copilot
- 2.7 demo github actions
- 3.0 Running Kubernetes with Minikube in GitHub Codespaces
- 3.1 Running Minikube with FastAPI to run Kubernetes in GitHub Codespaces
- 4.1 Build a tiny Bash container using GitHub Codespaces and Docker Hub
- 4.2 AWS App Runner Python
- 4.3 PyTorch Fastapi deploy app runner
- 5.0 Options for Container Orchestration
- 5.1 GCP Cloud Run
- 5.2 AWS App Runner C#
- 5.3 AWS ECS Farget Dotnet Microservice
- 6.0 Load-testing with Locust
- 6.1 Logging and Monitoring
- 6.2 SRE Mindset for MLOps
- 6.3 Operationalize Microservice
- 6.4 Continuous Integration for Microservices
- 6.5 What is Continuous Delivery?
- Learn Kubernetes for Data
- Learning to build solutions with Kubernetes for Data
- Learning the key syntax and features of Kubernetes for Data
- Pytest Master Class
- AWS Solutions Architect Professional Course
- Github Actions and GitOps in One Hour Video Course
- Jenkins CI/CD and Github in One Hour Video Course
- AWS Certified Cloud Practitioner Video Course
- Advanced Testing with Pytest Video Course
- AWS Solutions Architect Certification In ONE HOUR
- Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices
- MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps
- Learn Docker containers in One Hour Video Course
- Introduction to MLOps Walkthrough
- AZ-900 (Azure Fundamentals) Quick reference guide
- 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda
- Learn GCP Cloud Functions in One Hour Video Course
- Python Devops in TWO HOURS!
- MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn
- AWS Machine Learning Certification In ONE HOUR
- Fast, documented Machine Learning APIs with FastAPI
- Zero to One: AWS Lambda with SAM and Python in One Hour
- AWS Storage Solutions 2022: EBS/S3/EFS/Glacier
- Python Bootcamp for Data
- Testing In Python book
- Minimal Python book
- Practical MLOps book
- Python for DevOps-Playlist
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