The language used throughout the course, in both instruction and assessments.

Northeastern University
Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Generative Model Architectures
Intermediate · Course · 1 - 3 Months

Skills you'll gain: CI/CD, Cloud Computing Architecture, Kubernetes, Microservices, Service Level Agreement, Cloud Security, Network Architecture, Google Cloud Platform, DevOps, Service Management, Cloud Storage, System Monitoring, API Design, Load Balancing, Scalability, Key Performance Indicators (KPIs)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Data Quality
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Semantic Web, Generative AI, Artificial Intelligence, Prompt Engineering, Large Language Modeling, Natural Language Processing, Google Cloud Platform, Algorithms, Scalability
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Application Performance Management, Network Monitoring, Prometheus (Software), Cloud Management, Identity and Access Management, System Monitoring, Kubernetes, Performance Tuning, Query Languages
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Migration, PostgreSQL, Database Management, Google Cloud Platform, Data Validation, Data Import/Export, Public Cloud
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Google Cloud Platform, Cloud Computing Architecture, Cloud Security, Cloud Solutions, Cloud Infrastructure, Cloud Computing, Identity and Access Management, Data Loss Prevention, Infrastructure as Code (IaC), Scalability, Serverless Computing, Personally Identifiable Information, System Monitoring, Event-Driven Programming, Encryption, Real Time Data
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Computer Networking, Network Architecture, Software-Defined Networking, Automation, Google Cloud Platform, Virtual Private Networks (VPN), Cloud Security, Public Cloud, Cloud Applications, Wide Area Networks
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Dataflow, Data Validation, Google Cloud Platform, Data Import/Export, Data Infrastructure, Database Development, Big Data, Cloud Storage
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Unstructured Data, Artificial Intelligence, Application Security, Data Modeling, Data Quality, Data Access, Machine Learning, Business Solutions
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Containerization, Cloud Infrastructure, Application Deployment, Google Cloud Platform, Docker (Software), Cloud Computing, Cloud Management, Microservices, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Digital Transformation, Data Warehousing, Google Cloud Platform, Data Governance, Looker (Software), Data Transformation, Data Management, Cloud Storage, Big Data, Real Time Data, Data Migration, Business Intelligence, Data-Driven Decision-Making, Data Pipelines
Beginner · Course · 1 - 3 Months