Select MLOps Key Concepts

This video series live coding languages iteratively thus learning the language. Lessons Covered Include:

• 1.0 MLOps Hierarchy of Needs: DevOps, DataOps, Platform Automation and MLOps
• 2.0 mlops trends
• 3.0 Heavy vs Light MLOps
• 4.0 MLOps Maturity Model
• 5.0 What is Continuous Delivery?
• 6.0 MLOps Hierarchy of Needs: DevOps, DataOps, Platform Automation and MLOps
• 7.0 Key Components MLOps Landscape
• 8.0 Build Cutting Edge MLOps Tools with Pre-trained LLM (Large Language Model)) for Hugging Face and OpenAI and Github Copilot

• Learn key terminology and concepts in machine learning, data science, data operations and DevOps
• Understand foundational concepts in MLOps
• Using Hugging Face and OpenAI to build a cutting edge MLOps pipelines
• Use Github Codespaces and Copilot with Open AI Codex use AI to write AI

• 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