1.ML is a comprehensive AI and machine learning platform that allows you to build, train, and deploy ML models at scale. It includes tools for text generation, code writing, document summarization, language translation, and more.

Yes, 1.ML offers a free tier with access to basic features. Premium plans are available for advanced features and higher usage limits.

What AI tools does 1.ML offer?

1.ML offers AI Text Generator, AI Code Writer, Document Summarizer, Language Translator, and a 24/7 AI Assistant. Additionally, the AI Builder suite includes tools for creating websites, mobile apps, designs, presentations, animations, and music.

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Intermediate Certificate

ML Ops & Model Deployment

Learn to deploy and manage ML models in production. This course covers the entire MLOps lifecycle from model versioning to monitoring and scaling.

4.6(1,123 reviews)

7,891 students25 hoursUpdated March 2026

Rachel Green

MLOps Lead at 1.ML

Free

Full access to all content

Duration25 hours

Lessons65

LevelIntermediate

LanguageEnglish

CertificateIncluded

What You'll Learn

Model versioning with MLflow

Containerization with Docker

Orchestration with Kubernetes

CI/CD for ML pipelines

Model monitoring and observability

A/B testing and canary deployments

Requirements

Basic ML knowledge
Python programming
Familiarity with command line
Basic understanding of cloud services

Course Curriculum

Introduction to MLOpsFREE

30:00

Model VersioningFREE

1:00:00

Experiment Tracking

45:00

Feature Stores

1:15:00

Instructor

Rachel Green

MLOps Lead at 1.ML

Rachel Green is the MLOps Lead at 1.ML, where she manages the infrastructure serving millions of predictions daily. She brings practical experience from building ML platforms at Fortune 500 companies.