Master statistics for data science applications. Learn about statistical techniques, data analysis, and machine learning models.

Yeshiva University
Skills you'll gain: Ancient History, Art History, World History, Research, Color Theory, Timelines, Cultural Diversity, Storytelling
Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Visualization, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Brainstorming, Social Skills, Creativity, Personal Development, Professional Development, Branding, Creative Problem-Solving, Collaboration, Constructive Feedback, Reliability, Productivity, Communication, Graphic Design, Adaptability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Yonsei University
Skills you'll gain: Materials science, Semiconductors, Thermal Management, Electrical Engineering, Engineering, Manufacturing Processes, Chemical Engineering, Electronic Components, Chemistry, Physics
Mixed · Course · 1 - 3 Months

Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Decision Tree Learning, Deep Learning, Statistical Analysis, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Pandas (Python Package), Python Programming, Software Visualization
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Value Propositions, Business Modeling, Product Development, Business Analysis, Stakeholder Communications, Business Planning, Business Solutions, Presentations, Business Strategy, Strategic Thinking, Innovation, Entrepreneurship
Intermediate · Guided Project · Less Than 2 Hours

École Polytechnique
Skills you'll gain: Emerging Technologies, Telecommunications, Cryptography, Simulation and Simulation Software, Physics, Computing Platforms, Algorithms, Mathematical Modeling
Mixed · Course · 1 - 3 Months

Starweaver
Skills you'll gain: Revenue Management, Customer experience strategy (CX), Service Design, Design Thinking, Change Management, Capital Expenditure, Financial Statement Analysis, Cost Control, Social Media Marketing, Hospitality Management, Social Media, Innovation, Financial Forecasting, Finance, Operations Management, Prototyping, Strategic Planning, Capital Budgeting, Search Engine Optimization, Key Performance Indicators (KPIs)
Intermediate · Specialization · 3 - 6 Months

University of London
Skills you'll gain: User Interface (UI), Interactive Design, Computer Graphics, Video Game Development, Mobile Development, Visualization (Computer Graphics), Animation and Game Design, Music, Application Development, Multimedia, Computer Programming
Mixed · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Extract, Transform, Load, Exploratory Data Analysis, Pandas (Python Package), NumPy, Package and Software Management, Time Series Analysis and Forecasting, Data Visualization Software, Data Science, Jupyter, Python Programming, Data Analysis, Graphing, Matplotlib, Data Import/Export, Data Manipulation, Ubuntu, Scripting, Software Installation, Computational Thinking, Program Development
Beginner · Specialization · 3 - 6 Months

Berklee
Skills you'll gain: Musical Composition, Music Theory, Music, Instrumental Music, Writing, Creativity
Intermediate · Course · 1 - 3 Months