
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Apache Spark, Apache Hadoop, User Interface (UI), Programming Principles, Big Data, Software Design, Data Structures, Software Design Patterns, Functional Design, Data Manipulation, Object Oriented Programming (OOP), Heat Maps, Data Visualization Software, Interactive Data Visualization, Computer Programming, Distributed Computing, Data Processing, Real Time Data, Performance Tuning
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Load Balancing, Google Cloud Platform, Network Routing, Web Servers, Scalability, Servers, System Configuration
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Virtual Machines, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Business Analysis, Cloud-Native Computing, Identity and Access Management, Data Migration, Software Architecture, Stakeholder Analysis, Process Optimization, Extract, Transform, Load, Systems Design, Systems Architecture, Stakeholder Management, Data Integration, Cybersecurity, Business Process Modeling, Release Management, Enterprise Architecture, Project Management, Software Testing, Information Technology, Software Design Patterns
Beginner · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Google App Engine, Cloud Applications, Google Cloud Platform, Cloud Development, Application Deployment, Scalability, Platform As A Service (PaaS), Cloud API, Application Development, PHP (Scripting Language)
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Kubernetes, Application Deployment, Google Cloud Platform, Cloud-Native Computing, Scalability, Docker (Software), Cloud Infrastructure, Identity and Access Management, Security Controls, Data Storage, YAML, Load Balancing, Cloud Security, General Networking, Configuration Management
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Application Deployment, Responsible AI, Data Manipulation, Exploratory Data Analysis, Containerization, Data Pipelines, CI/CD, DevOps, Cloud Computing, Python Programming, Machine Learning, GitHub, Big Data, Data Management, Data Analysis
Advanced · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Data Access, Command-Line Interface, Big Data, Google Cloud Platform, Query Languages, Data Import/Export
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google App Engine, Authentications, Application Deployment, Identity and Access Management, Google Cloud Platform, Cloud Applications, Authorization (Computing), User Accounts, Cloud Development, Cryptography, Python Programming
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Application Deployment, Image Analysis, Google Cloud Platform, Computer Vision, Anomaly Detection, MLOps (Machine Learning Operations), Predictive Modeling
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Microsoft Azure, Cloud Services, Cloud Solutions, Cloud Platforms, Cloud Computing, Public Cloud, Cloud Security, Network Security, Identity and Access Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Database Administration, Microsoft SQL Servers, Microsoft Azure, Database Management, Transact-SQL, Database Architecture and Administration, Performance Tuning, SQL, Cloud Computing, Azure Active Directory, Cloud Security, Disaster Recovery, Data Migration, Data Security, Virtual Machines, Scalability
Intermediate · Course · 1 - 3 Months