Applied statistics courses can help you learn data analysis, hypothesis testing, regression techniques, and experimental design. You can build skills in interpreting data sets, making predictions, and communicating statistical findings effectively. Many courses introduce tools like R, Python, and Excel, that support performing statistical analyses and visualizing data.

Coursera
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Applied Machine Learning, Metadata Management, LangChain, Document Management, Embeddings, LLM Application, Large Language Modeling, Data Management, Model Evaluation, AI Integrations, Data Pipelines, Application Programming Interface (API), Software Installation, Debugging
Intermediate · Course · 1 - 3 Months
Duke University
Skills you'll gain: Predictive Modeling, Predictive Analytics, Microsoft Excel, Excel Formulas, Classification Algorithms, Data-Driven Decision-Making, Business Analytics, Excel Macros, Data Analysis, Model Evaluation, Business Risk Management
Beginner · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Tensorflow, Generative AI, Recurrent Neural Networks (RNNs), Autoencoders, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Bayesian Network, Transfer Learning, Convolutional Neural Networks, Computer Programming, Model Optimization, Data Validation, Applied Machine Learning, Bayesian Statistics, Supervised Learning
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Modeling, Logistic Regression, Data Science, Data Analysis, Statistical Methods, Model Evaluation, Predictive Modeling, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution
Mixed · Course · 1 - 4 Weeks

Interplay Learning
Beginner · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Network Analysis, Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Data Cleansing, Social Sciences, Data Ethics, Databases, Artificial Intelligence, Research, Social Media Analytics, Simulations, Text Mining, Big Data, Applied Machine Learning, Systems Thinking, Data Preprocessing, Data Science, Agentic systems
Beginner · Specialization · 3 - 6 Months

Yonsei University
Skills you'll gain: Apache Spark, Augmented Reality, Cloud Computing Architecture, Big Data, Wireless Networks, Cloud Technologies, SPSS (Software), SPSS, Augmented and Virtual Reality (AR/VR), Cloud Computing, Cloud Services, Internet Of Things, Live Streaming, Analytics, Telecommunications, Multimedia, Emerging Technologies, Mobile Development, Apple iOS, Display Devices
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Backlogs, Stakeholder Engagement, Stakeholder Management, Agile Product Development, Stakeholder Communications, Scrum (Software Development), Product Management, Agile Software Development, Agile Project Management, Agile Methodology, User Story, Business Requirements, AI Enablement, Prioritization, Business Planning, Business Priorities, Business Analysis, Critical Thinking and Problem Solving, Customer Insights, Generative AI
Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Business Valuation, Financial Forecasting, Forecasting, Revenue Forecasting, Cash Flow Forecasting, Financial Statement Analysis, Financial Modeling, Financial Analysis, Financial Statements, Cost Estimation, Financial Accounting, Finance, Cash Flows, Profit and Loss (P&L) Management, Performance Analysis, Estimation, International Finance, Corporate Finance, Business Economics
Intermediate · Course · 3 - 6 Months

LearnQuest
Skills you'll gain: Backlogs, Agile Methodology, Scrum (Software Development), User Story, Sprint Retrospectives, Sprint Planning, Agile Software Development, Agile Project Management, Agile Product Development, Acceptance Testing, Estimation
Beginner · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Google Analytics, Marketing Analytics, Web Analytics, Data-Driven Marketing, Analytics, Digital Analysis, Customer Analysis, Business Reporting, Customer Insights, Target Audience, Data-Driven Decision-Making, Marketing Channel, Business Metrics, Advertising Campaigns, Customer Acquisition Management, Customer Engagement, Customer Retention, Data Collection, Demography
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting
Intermediate · Course · 1 - 3 Months