
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Scalability, Distributed Computing, Dataflow, Event-Driven Programming, Microservices, System Design and Implementation, Software Architecture, Data Pipelines, Software Design Patterns, Software Design, Functional Design, Cloud Computing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Model Training, Google Cloud Platform, Exploratory Data Analysis, Business Metrics, Keras (Neural Network Library), Data Preprocessing, Data Quality, Model Evaluation, Data Pipelines, Fine-tuning, Data Cleansing, Machine Learning Methods, Data Processing, Model Deployment, Scikit Learn (Machine Learning Library), Machine Learning, Dataflow
Intermediate · Specialization · 3 - 6 Months
Skills you'll gain: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Data Integration, SQL, Dataflow, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Apache Hadoop, Query Languages, Machine Learning
Intermediate · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Serverless Computing, Cloud Management, Containerization, Data Governance, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Expense Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Digital Transformation, Google App Engine, Cloud Solutions, Cloud Computing, Real Time Data, Looker (Software), Dataflow, Threat Management, Data Storage, Artificial Intelligence
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: React.js, JavaScript Frameworks, Front-End Web Development, Javascript, UI Components, Programming Principles, Dataflow
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Cloud Platform, Model Deployment, Data Lakes, Dataflow, Data Pipelines, Apache Kafka, Unstructured Data, Data Architecture, Data Warehousing, MLOps (Machine Learning Operations), Apache Spark, Tensorflow, Data Migration, Metadata Management, Machine Learning Methods, Data Governance, Data Management, Real Time Data, Data Processing, Big Data
Intermediate · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Google Cloud Platform, Big Data, Applied Machine Learning, Software Design Patterns, Data Architecture, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Data Processing, Data Transformation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Applied Machine Learning, Data Transformation, Data Processing, Keras (Neural Network Library), Machine Learning Methods, Data Modeling, Machine Learning, Python Programming, Statistical Methods
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Power BI, Microsoft Azure, Data Lakes, Data Analysis Expressions (DAX), Azure Synapse Analytics, Microsoft Power Platform, Data Modeling, Data Governance, Data Warehousing, Analytics, Extract, Transform, Load, Data Integration, Data Import/Export, Real Time Data, Dataflow, Data Transformation, Data Management, Data Architecture, Data Pipelines, SQL
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Data Visualization, Interactive Data Visualization, Data Visualization Software, Big Data, Database Development, Databases, Tensorflow
Advanced · Project · Less Than 2 Hours

Skills you'll gain: Dataflow, Data Pipelines, Real Time Data, Extract, Transform, Load, Google Cloud Platform, Data Integration, Data Architecture, Data Processing, Analytics, Data Transformation, Advanced Analytics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Swift Programming, Apple Xcode, Apple iOS, iOS Development, Apple software proficiency, Application Development, Memory Management, Cross Platform Development, Mobile Development, UI Components, Data Store, Animations, Data Storage Technologies, Object Oriented Programming (OOP), Performance Tuning, Programming Principles, Data Persistence, Data Storage, Cloud Storage, Dataflow
Beginner · Specialization · 3 - 6 Months