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.

Skills you'll gain: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy
Advanced · Course · 3 - 6 Months

University of Washington
Skills you'll gain: Model Evaluation, Regression Analysis, Supervised Learning, Machine Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Data Preprocessing, Statistical Methods, Python Programming, Linear Algebra, Algorithms
Mixed · Course · 1 - 3 Months

Skills you'll gain: SQL, Business Reporting, Report Writing, Performance Reporting, Data Cleansing, Data Analysis, Query Languages, Database Development, Data Manipulation, Analytical Skills, Prompt Engineering Tools, Data Transformation, Business Analysis, Technical Communication
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Dashboard, Tableau Software, Interactive Data Visualization, Data Storytelling, Data Presentation, Data Visualization Software, Statistical Visualization, Histogram, Scatter Plots, Business Analytics, Marketing Analytics
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Model Evaluation, Microsoft Azure, PyTorch (Machine Learning Library), Deep Learning, Time Series Analysis and Forecasting, Cloud Deployment, Tensorflow, Image Analysis, Data Preprocessing, Forecasting, Prototyping
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Tableau Software, Dashboard, Interactive Data Visualization, Data Visualization Software, Data Analysis, Sales Strategy, Key Performance Indicators (KPIs), Trend Analysis, Performance Analysis, Investment Management, Financial Data
Beginner · Course · 1 - 3 Months

Kennesaw State University
Skills you'll gain: Branding, Brand Marketing, Brand Strategy, Brand Management, Brand Awareness, Brand Loyalty, Value Propositions, Strategic Marketing, Product Knowledge, Promotional Strategies, Market Share, Innovation, Competitive Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Data Visualization Software, Data Visualization, Pandas (Python Package), Jupyter, Data Import/Export, Data Science, Data Analysis, Analytical Skills, Python Programming, Scripting
Beginner · Guided Project · Less Than 2 Hours

Board Infinity
Skills you'll gain: Data Literacy, Data Analysis, Trend Analysis, Data Presentation, Analytical Skills, Analysis, Data Visualization, Logical Reasoning, Arithmetic, Estimation, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, Target Audience, Facebook, Driving engagement, Social Media Marketing, Customer Insights, Social Media, Social Media Management, Advertising, Marketing, Content Marketing, Performance Analysis, Content Creation, Digital Marketing, Performance Metric
Intermediate · Guided Project · Less Than 2 Hours

Board Infinity
Skills you'll gain: Process Optimization, Process Improvement, Innovation, Workforce Development, Digital Transformation, Technology Strategies, Manufacturing Operations, Workforce Management, Budget Management, Emerging Technologies, Organizational Change, Regulatory Requirements, Supply Chain Management, Change Management, Compliance Management, Infrastructure Architecture, Data Security
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Procurement, Change Control, Project Management Software, Vendor Management, Project Management Life Cycle, Meeting Facilitation, Project Management, CI/CD, Issue Tracking, Request for Proposal, Project Risk Management, Request For Quotation (RFQ), Risk Analysis, Communication Strategies
Advanced · Course · 1 - 3 Months