
Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Plot (Graphics), Statistical Visualization, Ggplot2, Dimensionality Reduction, Data Visualization Software, R Programming, Graphing, Data Analysis, Statistical Analysis, Unsupervised Learning
Mixed · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Data Quality, Quantitative Research, Data Validation, Data Integrity, Data Governance, Data Collection, Quality Assurance, Data Processing, Data Strategy, Data Analysis, Data Management, Model Evaluation, Data Preprocessing, Data Access, Statistical Analysis, Sampling (Statistics), Verification And Validation, Design Strategies, Threat Detection
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Data Visualization Software, Data Visualization, Matplotlib, Interactive Data Visualization, Plotly, Seaborn, Pandas (Python Package), Dashboard, Data Storytelling, Heat Maps, Scatter Plots, Graphing, Histogram, Box Plots, Data Manipulation, Data Mapping, Data Processing, Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Clinical Data Management, Statistical Reporting, Data Sharing, Version Control, Clinical Trials, GitHub, Data Quality, Medical Privacy, Quality Assurance, Risk Management, Maintainability, DevOps, R Programming, Package and Software Management, Agile Software Development, Agile Methodology
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 Wrangling, Exploratory Data Analysis, Model Evaluation, Data Analysis, Predictive Modeling, Data Pipelines, Data Import/Export, Regression Analysis, Data Science, Pandas (Python Package), Data Manipulation, Predictive Analytics, Data Cleansing, Statistical Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Matplotlib, Data Visualization, Scatter Plots, Python Programming
Intermediate · 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 Ethics, Responsible AI, Emerging Technologies, Business Ethics, Ethical Standards And Conduct, Big Data, Information Privacy, Personally Identifiable Information, Artificial Intelligence, Diversity and Inclusion, Decision Making, Data Science
Beginner · Course · 1 - 3 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

University of California, Davis
Skills you'll gain: Data Storytelling, Dashboard, Proposal Development, Key Performance Indicators (KPIs), Data Presentation, Tableau Software, Data Visualization, Data Mapping, Data Visualization Software, Interactive Data Visualization, Data Literacy, Exploratory Data Analysis, Graphing, Histogram, Scatter Plots, Tree Maps, Data-Driven Decision-Making, Statistical Visualization, Performance Analysis, Storyboarding
Beginner · Specialization · 3 - 6 Months

University of Colorado System
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Database Design, Google Cloud Platform, Intensive Care Unit, Data Ethics, Data Quality, Natural Language Processing, Bioinformatics, Informatics, Text Mining, Clinical Informatics, R Programming
Intermediate · Specialization · 3 - 6 Months

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