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

University of Colorado Boulder
Skills you'll gain: Business Analytics, Risk Analysis, Business Intelligence, Data Analysis, Predictive Analytics, Decision Making, Trend Analysis, Process Optimization, Simulation and Simulation Software, Market Analysis, Microsoft Excel, Unsupervised Learning
Beginner · Course · 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Global Positioning Systems, Digital Transformation, Environmental Monitoring, Aerospace Basic Quality System Standards, Manufacturing Processes, Big Data, Production Process, Cybersecurity, Spatial Data Analysis, Artificial Intelligence, Threat Detection, Automation, Telecommunications, Technology Strategies, Cloud Computing, Data Storage
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Google Ads, Advertising Campaigns, Content Performance Analysis, Pay Per Click Advertising, Search Engine Marketing, Performance Metric, Campaign Management, Performance Analysis, Keyword Research, Performance Measurement, Bidding, Digital Advertising, Web Analytics, Registration, Advertising, Marketing, Digital Marketing, Key Performance Indicators (KPIs), Test Planning, Copywriting
Beginner · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Pipelines, Google Cloud Platform, Dataflow, Extract, Transform, Load, Data Lakes, MLOps (Machine Learning Operations), Looker (Software), Data Processing, Cloud Engineering, Unstructured Data, Systems Design, Data Warehousing, Tensorflow, Data Infrastructure, Apache Airflow, Cloud Infrastructure, Cloud Storage, Dashboard, Big Data, Real Time Data
Intermediate · Professional Certificate · 3 - 6 Months
University of Virginia
Skills you'll gain: Price Negotiation, Market Dynamics, Product Strategy, Strategic Marketing, Presentations, Consumer Behaviour, Cost Accounting, Competitive Analysis, Market Research, Business Strategy, Market Analysis, Microsoft PowerPoint, Value Propositions, Case Studies, Market Share, B2B Sales
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Dimensionality Reduction, Data Integration, Exploratory Data Analysis, Data Visualization, Matlab, Data Processing, Descriptive Statistics, Data Cleansing, Data Manipulation, Histogram, Data Transformation, Text Mining, Predictive Modeling, Unstructured Data, Image Analysis, Natural Language Processing
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Process Capability, Statistical Inference, Correlation Analysis, Probability Distribution, Statistical Analysis, R (Software), Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Statistical Process Controls, Data Visualization, Statistics, Probability & Statistics, Statistical Hypothesis Testing, Data Analysis, Data Literacy, Data Analysis Software, Data Science, Quality Improvement, Process Engineering
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Big Data, Apache Hadoop, Data Infrastructure, Data Processing, Analytics, Data Science, Distributed Computing, Linux, Software Installation, Scalability, System Configuration
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Microsoft Azure, Natural Language Processing, Image Analysis, Generative AI, Artificial Intelligence, Azure Active Directory, Cloud Solutions, Computer Vision, OpenAI, Text Mining, Machine Learning, Python Programming, Application Programming Interface (API)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Facebook, Corporate Communications, Customer Insights, Social Media Marketing, Marketing Analytics, Social Media, Content Performance Analysis, Marketing Strategies, Social Media Strategy, Marketing, Target Audience, Research
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Flutter (Software), Mobile Development, React Native, Apple iOS, iOS Development, Android Development, UI Components, Application Deployment, Databases, User Interface (UI) Design, Product Support, Google Analytics, Marketing Strategies
Intermediate · Course · 1 - 3 Months