Statistical analysis courses can help you learn data collection methods, hypothesis testing, regression analysis, and data visualization techniques. You can build skills in interpreting results, making predictions, and drawing conclusions from data sets. Many courses introduce tools such as R, Python, and Excel, that support performing statistical computations and creating visual representations of data.
Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Strategic Partnership, Business Strategy, Strategic Thinking, Game Theory, Competitive Analysis, New Product Development, Strategic Decision-Making, Go To Market Strategy, Product Design, Innovation, Market Analysis
Mixed · Course · 1 - 3 Months

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Vibrations, Mechanics, Systems Of Measurement, Engineering Analysis, Differential Equations, Engineering Calculations, Physics, Calculus, Applied Mathematics, Mathematical Modeling
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Purchasing, Workflow Management, Business Workflow Analysis, Supplier Relationship Management, Internal Communications, Systems Thinking, Process Mapping, Operational Efficiency, Contract Management, Supplier Management, Proposal Writing, Negotiation, Strategic Thinking, Team Leadership, AI Enablement, Leadership, Operations Management, Communication, Business, Team Management
Beginner · Specialization · 1 - 3 Months

University of California, Santa Cruz
Skills you'll gain: Systems Design, Model Based Systems Engineering, Cyber Engineering, Mathematical Modeling, Simulations, Control Systems, Embedded Systems, Systems Analysis, Computational Logic, Digital Communications
Intermediate · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Data Preprocessing, Feature Engineering, Model Evaluation, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Dimensionality Reduction, Data Cleansing, Keras (Neural Network Library), Data Transformation, NumPy, Classification Algorithms, Tensorflow, Artificial Neural Networks, Machine Learning, Data Science
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Matplotlib, Data Cleansing, Data Analysis, Data Preprocessing, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning, Model Evaluation
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Portfolio Management, Portfolio Risk, Financial Modeling, Correlation Analysis, Investment Management, Financial Analysis, Risk Modeling
Intermediate · Guided Project · Less Than 2 Hours

University of Pennsylvania
Skills you'll gain: Peer Review, Project Design, Business, Analysis, Business Planning, Marketing Strategy and Techniques, Marketing, Business Analysis, Competitive Analysis, Strategic Thinking, Constructive Feedback, Business Strategy, Accounting, Report Writing, Finance, Financial Accounting
Mixed · Course · 1 - 3 Months

Infosec
Skills you'll gain: Incident Response, Computer Security Incident Management, Cyber Operations, Cybersecurity, Cyber Threat Hunting, Intrusion Detection and Prevention, Security Management, Digital Forensics
Beginner · Course · 1 - 4 Weeks

University of Alberta
Skills you'll gain: Reinforcement Learning, Deep Learning, Feature Engineering, Machine Learning Algorithms, Machine Learning, Supervised Learning, Artificial Neural Networks, Pseudocode, Linear Algebra, Probability Distribution
Intermediate · Course · 1 - 3 Months

Starweaver
Skills you'll gain: Lean Manufacturing, Lean Methodologies, Process Mapping, Cross-Functional Collaboration, Kanban Principles, Process Analysis, Employee Engagement, Process Optimization, Operational Excellence, Operational Efficiency, Continuous Improvement Process, Quality Management, Process Improvement, Workflow Management, Leadership, Waste Minimization, Change Management
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Semiconductors, Analytical Testing, Electronic Components, Engineering, Scientific, and Technical Instruments, Analytical Chemistry, Failure Analysis, Electronics, Image Analysis, Laboratory Testing, Laboratory Equipment, Production Process, Basic Electrical Systems, Test Equipment, Materials science, Electrical Engineering, Electronic Systems, Manufacturing Processes, Process Control, Electronics Engineering, Laboratory Research
Intermediate · Specialization · 3 - 6 Months