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.

Coursera
Skills you'll gain: Excel Formulas, Microsoft Excel, Data Processing, Spreadsheet Software, Data Entry, Data Analysis Software, Microsoft Office
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Machine Learning, Network Architecture, Data Science
Beginner · Course · 1 - 4 Weeks

Alberta Machine Intelligence Institute
Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Business Requirements, Business Logic, Case Studies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Machine Learning Methods, Machine Learning Algorithms, AI Workflows, AI literacy, Responsible AI, Classification Algorithms
Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Integrity, Operational Data Store, Snowflake Schema, SQL, Relational Databases, Query Languages, Data Mining, Data Quality, Data Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Data Integrity, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability & Statistics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Diagram Design, Persona Development, User Accounts, Target Audience, Customer Analysis, Business Modeling, Graphic Design, Productivity Software, Market Analysis
Beginner · Guided Project · Less Than 2 Hours

Starweaver
Skills you'll gain: Digital Forensics, Electronic Discovery, Investigation, Criminal Investigation and Forensics, Incident Response, Technical Communication, Computer Security Incident Management, Report Writing, Data Ethics, Legal Hearings, Cybersecurity, Cyber Governance, Litigation Support, Fraud detection, Legal Proceedings, Law, Regulation, and Compliance, Compliance Reporting, Data Collection, Analysis, Management Reporting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Fine-tuning, Model Evaluation, Context Engineering, LLM Application, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Training, Context Management
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Marketing Operations, Data-Driven Decision-Making, Marketing, Marketing Management, Customer Analysis, Marketing Strategies, Data Analysis, Time Series Analysis and Forecasting, Trend Analysis, Consumer Behaviour, Data Mining, Data Visualization, Product Assortment, Plot (Graphics), AI Personalization, Data Visualization Software, Cross Selling, Product Promotion
Beginner · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Economic Development, Performance Analysis, Economics, Business Economics, International Finance, Business Valuation, General Finance, Key Performance Indicators (KPIs), Equities, Financial Systems, Market Dynamics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Convolutional Neural Networks, Tensorflow, Model Training, Image Analysis, Google Cloud Platform, Model Deployment, Computer Vision, Data Preprocessing, Cloud Deployment, Applied Machine Learning, Data Collection, Software Visualization
Beginner · Project · Less Than 2 Hours