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.
University of Michigan
Skills you'll gain: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing, Scripting, Package and Software Management, Data Import/Export
Beginner · Specialization · 1 - 3 Months

Arizona State University
Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Statistical Methods, Data Analysis Software, Statistical Modeling, Statistical Hypothesis Testing, Design Strategies, Sampling (Statistics), Probability & Statistics, Mathematical Modeling, Analysis, Model Evaluation, Data Transformation, Descriptive Statistics, Probability Distribution, Variance Analysis, Data Analysis
Beginner · Specialization · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Statistical Process Controls, Lean Six Sigma, Six Sigma Methodology, Lean Methodologies, Process Improvement, Team Management, Process Capability, Data Collection, Knowledge Transfer, Team Building, Statistical Hypothesis Testing, Meeting Facilitation, Continuous Improvement Process, Performance Measurement, Conflict Management, Process Analysis, Sampling (Statistics), Quality Control, Team Leadership, Statistics
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Model Deployment, Google Cloud Platform, Tensorflow, Natural Language Processing, MLOps (Machine Learning Operations), Convolutional Neural Networks, Deep Learning, Computer Vision, Image Analysis, Systems Architecture, Reinforcement Learning, Applied Machine Learning, Transfer Learning, Recurrent Neural Networks (RNNs), Cloud Deployment, Embeddings, Big Data, Pandas (Python Package), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
Advanced · Specialization · 3 - 6 Months
Duke University
Skills you'll gain: Data Storytelling, Data Visualization, Tableau Software, Dashboard, Data Visualization Software, Data Literacy, Business Analytics, Presentations, Verbal Communication Skills, Business Analysis, Visualization (Computer Graphics), Data Analysis, Data Manipulation, Storytelling, Graphing, Data Transformation, Stakeholder Communications
Mixed · Course · 1 - 3 Months

Stanford University
Skills you'll gain: Model Evaluation, Applied Machine Learning, Healthcare Ethics, Machine Learning, Artificial Neural Networks, Data Ethics, Healthcare Industry Knowledge, Data Preprocessing, Health Care, Deep Learning, Convolutional Neural Networks, Supervised Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Recurrent Neural Networks (RNNs)
Beginner · Course · 1 - 3 Months

Skills you'll gain: SAS (Software), Data Manipulation, Data Transformation, Data Wrangling, Data Processing, Pivot Tables And Charts, Data Integration, Statistical Programming, Data Analysis, Data Presentation
Intermediate · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Algorithms, Statistical Modeling, Probability & Statistics, Linear Algebra
Intermediate · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Process Analysis, Probability Distribution, Probability & Statistics, Process Improvement, Quality Improvement, Process Mapping, Systems Of Measurement, Data Analysis, Statistical Methods, Probability, Statistics, Risk Analysis
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Investments, Finance, Portfolio Management, Business Valuation, Financial Modeling, Return On Investment, Financial Analysis, Portfolio Risk, Regression Analysis, Asset Management, Microsoft Excel, Market Data, Statistical Analysis, Risk Analysis, Performance Analysis, Cash Flows
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Laboratory Experience, Quality Control, Product Development, Packaging and Labeling, Quality Assurance, Laboratory Equipment, Prototyping, Product Quality (QA/QC), New Product Development, Laboratory Procedures, Statistical Process Controls, Product Design, Good Manufacturing Practices, Quality Management, Product Testing, Design Specifications, Chemistry, Safety Standards, Personal Care, Microbiology
Beginner · Specialization · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Statistical Hypothesis Testing, Six Sigma Methodology, Lean Six Sigma, Process Improvement, Quality Improvement, Process Optimization, Statistical Analysis, Statistics, Data Analysis, Variance Analysis
Intermediate · Course · 1 - 4 Weeks