
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Generative AI, Performance Tuning, Data Migration, LangChain, LLM Application, Metadata Management, Document Management, Data Infrastructure, Large Language Modeling, Prompt Patterns, Embeddings, Data Modeling, Agentic systems, Data Integrity, Scalability, Docker (Software), Semantic Web, Query Languages
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Performance Analysis, Image Analysis, Computer Vision, Performance Metric, Tensorflow, Data Quality, Performance Measurement, Data Transformation, Data Cleansing, Quality Assurance, Applied Machine Learning, Failure Analysis, Data Pipelines, Deep Learning, PyTorch (Machine Learning Library), Docker (Software), Python Programming
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Generative AI, Model Evaluation, Agentic systems, LangChain, Restful API, Cloud Deployment, Data Ethics, Data Validation, Image Quality
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: CI/CD, Jenkins, Kubernetes, Docker (Software), DevOps, Devops Tools, Continuous Integration, Containerization, API Design, Application Deployment, Cloud Deployment, Amazon Web Services, Cloud Solutions, Software Development, Configuration Management, GitHub, Network Troubleshooting, Server Side, Back-End Web Development, Nginx
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Model Deployment, Unit Testing, MLOps (Machine Learning Operations), Test Driven Development (TDD), Software Testing, Scalability, Dashboard, Feature Engineering, Continuous Integration, Kubernetes, Scikit Learn (Machine Learning Library), CI/CD, Performance Tuning, Tensorflow, Python Programming, Software Engineering, PyTorch (Machine Learning Library), Docker (Software), Containerization, Git (Version Control System)
Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Vector Databases, Query Languages, Embeddings, Database Management, Docker (Software), Data Management, Data Mapping, Configuration Management, Restful API, Application Programming Interface (API)
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Kubernetes, Google Cloud Platform, Cloud Infrastructure, Prompt Engineering, Containerization, Identity and Access Management, Cloud-Native Computing, CI/CD, Cloud Storage, Application Deployment, Cloud Management, Cloud Services, Virtual Machines, Scalability, Virtual Networking, Cloud Computing, Docker (Software), Application Development, Load Balancing, Continuous Integration
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Containerization, Docker (Software), CI/CD, Kubernetes, Google Cloud Platform, Cloud Development, Application Deployment, Cloud Applications, Cloud Deployment, Application Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Shell Script, Bash (Scripting Language), Unix Shell, Package and Software Management, Command-Line Interface, Docker (Software), Software Installation, Remote Access Systems, Linux Commands, Linux, OS Process Management, User Accounts, Containerization, Linux Servers, System Configuration, Linux Administration, File Management, Software Development, Git (Version Control System)
Beginner · Course · 3 - 6 Months

Skills you'll gain: Application Deployment, Containerization, Kubernetes, Cloud Development, MLOps (Machine Learning Operations), Cloud Computing, Docker (Software), Application Security, DevOps, Network Infrastructure, Network Security, Microservices, Distributed Computing, Software Design, Software Development, Linux
Intermediate · Course · 3 - 6 Months

Coursera
Skills you'll gain: Vector Databases, Embeddings, Docker (Software), AI Workflows, Cost Benefit Analysis, OpenAI API, Performance Testing, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Containerization, Cloud-Native Computing, Kubernetes, CI/CD, Docker (Software), Cloud Applications, Google App Engine, Google Cloud Platform, Continuous Integration, Continuous Delivery, Cloud Deployment
Beginner · Course · 1 - 4 Weeks