
Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Application Development, Web Content Accessibility Guidelines, Color Theory
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), SQL, Database Administration, Data Pipelines, IBM Cognos Analytics, Database Management, Apache Airflow, Database Architecture and Administration, Extract, Transform, Load, Data Visualization, Shell Script, IBM DB2, Data Store, Relational Databases, Dashboard, Star Schema
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Warehousing, Extract, Transform, Load, IBM Cognos Analytics, IBM DB2, Star Schema, Snowflake Schema, PostgreSQL, Data Mart, Data Architecture, Data Modeling, Database Systems, Data Storage, Data Lakes, Databases, Data Storage Technologies, Dashboard, Query Languages, Data Validation, Data Cleansing, SQL
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Key Performance Indicators (KPIs), Marketing Analytics, Business Analytics, Analytics, Data Processing, Data Analysis, Data Visualization, Data Visualization Software, Performance Measurement, Data Cleansing, Business Intelligence, Business Metrics, Data Integration, Tableau Software, Data Manipulation, Pandas (Python Package), Exploratory Data Analysis, Marketing, Programming Principles, Data Management
Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Data Ethics, Informed Consent, Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Ethical Standards And Conduct, Big Data, Responsible AI, Intellectual Property, Data Analysis, Social Studies, Sampling (Statistics)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Microsoft Office
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: MySQL Workbench, Extract, Transform, Load, Data Modeling, Database Design, MySQL, Data Warehousing, Star Schema, Database Management, Databases, Relational Databases, Database Architecture and Administration, Advanced Analytics, Data Analysis, Data Visualization Software
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Real Time Data, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Business Requirements, Data Lakes, Apache Hadoop, Dashboard, Apache Airflow, Cloud Engineering, Tensorflow, Cloud Services, Data Warehousing
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Cleansing, Data Integrity, Data Manipulation, Sampling (Statistics), Sample Size Determination, Data Quality, Data Analysis, SQL, Data Validation, Data Transformation, Spreadsheet Software, Statistical Reporting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Plot (Graphics), Data Visualization, Graphing, Matplotlib, Data Visualization Software, Graphical Tools, Histogram, Data Analysis, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Dashboard, Cloud Services, Cloud Deployment, Apache Hadoop, Applied Machine Learning, Data Architecture, Apache Hive, Application Programming Interface (API), Jupyter, Data Storage, Data Quality, Advanced Analytics, Serverless Computing, SQL
Intermediate · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Cleansing
Beginner · Course · 1 - 4 Weeks