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

Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning
Mixed · Course · 1 - 4 Weeks

University of Pittsburgh
Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Visualization, Tableau Software, Matplotlib, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Visualization (Computer Graphics), Seaborn, Infographics, Heat Maps, Data Ethics, Text Mining, Data Mapping, Network Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Multimodal Prompts, Metadata Management, Document Management, Image Analysis, Text Mining, Generative AI, Large Language Modeling
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Exploratory Data Analysis, Data Analysis, Data Processing, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Feature Engineering, Machine Learning, Data Visualization, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Big Data, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Data Processing, Forecasting, Data Management, Machine Learning
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Looker (Software), Google Cloud Platform, Maintainability, Data Mapping, Exploratory Data Analysis, Data Analysis, Data Management
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Marketing Effectiveness, Marketing Planning, Brand Management, Campaign Management, Market Analysis, Brand Awareness, Marketing Strategy and Techniques, Marketing Analytics, Brand Loyalty, Customer experience strategy (CX), Budget Management, Performance Measurement, Digital Marketing
Mixed · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Marketing Effectiveness, Key Performance Indicators (KPIs), Marketing Analytics, Digital Marketing, Marketing Strategies, Performance Analysis, Customer experience strategy (CX), Performance Measurement, Marketing Automation, Marketing Channel, A/B Testing, Automation
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Social Network Analysis, Data Analysis, Python Programming, Jupyter, Probability Distribution
Advanced · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Database Architecture and Administration, Apache Hadoop, Query Languages, Big Data, Databases, SQL, Data Access, Distributed Computing, Performance Tuning, Data Processing, Data Integrity, Data Storage Technologies, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Business Transformation, Responsible AI, Business Intelligence, Data Quality, Machine Learning, Natural Language Processing, Applied Machine Learning, Cloud API, Data Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Advertising Campaigns, Target Audience, Facebook, Online Advertising, Marketing Strategies, Social Media, Marketing Analytics, Customer Insights, Social Media Marketing, Marketing Budgets
Intermediate · Guided Project · Less Than 2 Hours