Food Production Courses

Coursera

Develop Production-Ready ML APIs with MLOps

Master MLOps practices—version control, CI/CD pipelines, and FastAPI microservices—to build and deploy production-ready ML APIs that serve transformer models at scale.

• Coursera
• 2 hours 33 minutes
• Self-Paced
• Paid Course

Coursera

Production ML Engineering: Packaging, APIs, and Testing

Master the end-to-end process of packaging ML models, building production APIs, implementing CI/CD workflows, and designing automated tests to deploy reliable machine learning systems.

• Coursera
• 11 hours 20 minutes
• Self-Paced
• Paid Course

Music Production & Songwriting: Write Melodies in Any Genre

Master melody writing across genres and professional vocal production techniques using Ableton Live to create compelling hooks and polished recordings.

• Coursera
• 7 hours 50 minutes
• Self-Paced
• Paid Course

Coursera

Validating and Safeguarding Production AI

Discover how to build robust production AI systems with automated monitoring, drift detection, secure deployment, and continuous retraining pipelines for reliable MLOps.

• Coursera
• 16 hours 44 minutes
• Self-Paced
• Paid Course

Coursera

Advancing Your Career in Production AI

Unlock strategic career advancement in production AI by building portfolios, mastering technical interviews, and positioning yourself for senior roles like MLOps Engineer and AI Architect.

• Coursera
• 1 hour 23 minutes
• Self-Paced
• Paid Course

KodeKloud

Deploy ML Models to Production

Master MLOps by deploying ML models from development to production using MLflow, BentoML, and AWS SageMaker with hands-on insurance claim application project.

• Coursera
• 3 hours 53 minutes
• Self-Paced
• Paid Course

Coursera

Designing Production LLM Architectures

Master production-ready LLM system design, from architecture decisions to scalable microservices, deployment strategies, and automated data pipelines for real-world applications.

• Coursera
• 10 hours 45 minutes
• Self-Paced
• Paid Course

Coursera

Production AI Model Development and Ethics

Master production ML lifecycle from feature engineering to ethical deployment, covering PyTorch optimization, model evaluation, and responsible AI documentation practices.

• Coursera
• 10 hours 5 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Chroma, Weaviate & Production RAG Deployment

Master vector databases and RAG deployment with Chroma and Weaviate, building production-ready search systems with advanced patterns, security, and optimization techniques.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Packt

Advanced Terraform: Multi-Cloud Production Management

Master advanced Terraform techniques to deploy serverless, containerized, and VM-based solutions across AWS, Azure, and Google Cloud, while managing production environments and optimizing multi-cloud infrastructure.

• Coursera
• 12 weeks, 1 hour a week
• Self-Paced
• Paid Course

EDUCBA

Movie Budgeting and Production Planning

Master film production from pre-production to post-production, covering budgeting, casting, set design, and distribution strategies with practical, industry-focused skills for real-world media environments.

• Coursera
• 7 weeks, 2 hours a week
• Self-Paced
• Paid Course

Pragmatic AI Labs

Production Governance and MLOps on Databricks

Master Databricks governance, Unity Catalog, CI/CD workflows, and MLOps practices to build secure, reliable data pipelines and AI applications with hands-on tools and real-world code.

• Coursera
• 6 hours 59 minutes
• Self-Paced
• Paid Course

Pragmatic AI Labs

GitHub Production Applications

Build a complete production app using GitHub Copilot, covering API design, business logic, database persistence, testing, and code review in a real-world development workflow.

• Coursera
• 3 hours 20 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Tokens to Deployment: NLP, Language Models, & Production API

Master the complete NLP lifecycle—from tokenization and transformer pipelines to fine-tuning, multimodal ETL, and deploying secure, production-ready APIs using Hugging Face, PyTorch, and more.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 9 courses

LearnKartS

Advanced Agentic AI: Production Data Architecture

Master building production-ready Agentic AI systems with RAG pipelines, pgVector, PostgreSQL, and MongoDB—creating scalable, end-to-end architectures for real customer and order workflows.

• Coursera
• 8 hours 9 minutes
• Self-Paced
• Paid Course