Statistical inference courses can help you learn hypothesis testing, confidence intervals, regression analysis, and data interpretation. You can build skills in analyzing sample data, making predictions, and drawing conclusions about larger populations. Many courses introduce tools like R and Python for statistical programming, as well as software for data visualization, which enhance your ability to apply statistical methods effectively.

Imperial College London
Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Data Preprocessing, Unsupervised Learning, Statistics, Linear Algebra, Jupyter, Python Programming, Applied Mathematics, Calculus
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Analytics, Analytical Skills, Data Analysis, Data Collection, Marketing, Analytics, Market Research, Data-Driven Decision-Making, Customer Insights, Statistical Methods, Business Metrics, Consumer Behaviour, Brand Strategy
Mixed · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Quality Management, Quality Management Systems, ISO 9000 Series, Statistical Process Controls, Product Quality (QA/QC), Quality Improvement, Service Improvement, Customer experience improvement, Quality Control, Continuous Quality Improvement (CQI), Continuous Improvement Process, Process Improvement, Customer Insights
Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Supervised Learning, Applied Machine Learning, Unsupervised Learning, Bayesian Network, Machine Learning Methods, Computational Logic, Program Development, Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Computational Thinking, Creativity, Game Theory, Theoretical Computer Science, Software Development, Generative AI, Social Sciences
Intermediate · Specialization · 3 - 6 Months

University of Maryland, College Park
Skills you'll gain: Data Collection, Survey Creation, Research Design, Data Quality, Data Analysis, Data Validation, Sampling (Statistics), Data Management, Big Data, Statistical Methods
Intermediate · Course · 1 - 4 Weeks

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Derivatives, Financial Market, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics
Advanced · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Market Research, Proposal Writing, Research Methodologies, Market Analysis, Business Research, Data Collection, Quantitative Research, Business Writing, Sampling (Statistics), Survey Creation, Qualitative Research, Request for Proposal, Client Services, Professional Networking
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Model Deployment, Federated Learning, Extract, Transform, Load, Image Analysis, Tensorflow, Data Preprocessing, Data Pipelines, Transfer Learning, Convolutional Neural Networks, iOS Development, Android Development, Computer Vision, Swift Programming, Data Processing, Model Evaluation, Mobile Development, JSON, Feature Engineering, Javascript, Machine Learning
Intermediate · Specialization · 3 - 6 Months

Illinois Tech
Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, Machine Learning Algorithms, Model Evaluation, Statistical Programming, Data Analysis, Exploratory Data Analysis, Data Science, Statistical Machine Learning, Statistical Reporting, Statistical Methods, Probability & Statistics, Data Cleansing, Forecasting, Analytics, Statistical Inference, R Programming, Statistical Modeling, Machine Learning, Data Visualization
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Data-Driven Decision-Making, Forecasting, Financial Modeling, Financial Statements, Decision Making, Capital Budgeting, Financial Analysis, Return On Investment, Cash Flows, New Business Development, Risk Analysis, Income Statement, Balance Sheet, Spreadsheet Software
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Model Deployment, Transfer Learning, Cloud Management, Classification Algorithms, Pandas (Python Package), Model Evaluation, Tensorflow, Convolutional Neural Networks, Data Ethics, Machine Learning, Data Processing, Data Pipelines, Data Transformation, Data Preprocessing, Machine Learning Software, Supervised Learning, Distributed Computing, Information Privacy, Continuous Monitoring
Intermediate · Professional Certificate · 3 - 6 Months

Imperial College London
Skills you'll gain: Correlation Analysis, Regression Analysis, Data Analysis, R Programming, Descriptive Statistics, Statistical Modeling, R (Software), Exploratory Data Analysis, Model Evaluation, Statistical Analysis, Probability & Statistics, Biostatistics, Data Import/Export
Intermediate · Course · 1 - 4 Weeks