
Icahn School of Medicine at Mount Sinai
Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Science, Data Integration, Unsupervised Learning, Molecular Biology, Data Analysis, Metadata Management, Cell Biology, Application Programming Interface (API), Restful API
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Dataflow, Real Time Data, Data Pipelines, Google Cloud Platform, Data Lakes, Data Import/Export, Data Warehousing, Tensorflow, Feature Engineering, Dashboard, Extract, Transform, Load, Apache Spark, Big Data, Applied Machine Learning, Data Infrastructure, Cloud Infrastructure, PySpark, Cloud Storage, MLOps (Machine Learning Operations), Data Architecture
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Development Environment
Advanced · Course · 1 - 3 Months

Skills you'll gain: Rmarkdown, Ggplot2, R Programming, Data Visualization, Data Analysis, Tidyverse (R Package), Data Visualization Software, Statistical Programming, Data Cleansing, Data Manipulation, Programming Principles, Integrated Development Environments, Data Structures
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Lakes, Data Warehousing, Data Architecture, Data Infrastructure, Google Cloud Platform, Cloud Storage, Data Management, Data Integration, Data Pipelines, SQL, Data Transformation, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Real Time Data, Data Import/Export, Dataflow, Data Pipelines, PySpark, Data Lakes, Data Warehousing, Tensorflow, Apache Spark, Dashboard, Unstructured Data, Cloud Infrastructure, Data Infrastructure, Big Data, Feature Engineering, Applied Machine Learning, Data Processing, Data Architecture, Apache Airflow
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Kubernetes, Docker (Software), Cloud Applications, Containerization, Scalability, Application Deployment, Google Cloud Platform
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Tensorflow, Dataflow, Data Pipelines, Data Import/Export, Google Cloud Platform, Feature Engineering, Real Time Data, Unstructured Data, Applied Machine Learning, Data Warehousing, Apache Spark, Dashboard, Looker (Software), Big Data, Cloud Engineering, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), PySpark, Cloud Storage
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: CI/CD, Cloud Hosting, Cloud Storage, Continuous Deployment, Google Cloud Platform, Cloud Development, Cloud Services, Application Deployment, Web Development, Web Development Tools, Web Applications
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Dataflow, Data Pipelines, Google Cloud Platform, Data Warehousing, Data Lakes, Real Time Data, Dashboard, Tensorflow, Cloud Engineering, Data Infrastructure, Apache Spark, Big Data, Extract, Transform, Load, Applied Machine Learning, Data Processing, Cloud Storage, Performance Tuning, PySpark, Data Transformation, MLOps (Machine Learning Operations)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Linear Algebra, Differential Equations, Applied Mathematics, Engineering Calculations, Advanced Mathematics, Algebra, Mathematical Modeling
Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Storage, Google Cloud Platform, Data Processing, Big Data, Cloud Solutions, SQL, Query Languages
Intermediate · Course · 1 - 3 Months