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Explore the Statistics Course Catalog
University of Washington
Skills you'll gain: Regression Analysis, Applied Machine Learning, Feature Engineering, Machine Learning, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Bayesian Statistics, Statistical Modeling, Deep Learning, Data Mining, Computer Vision, Statistical Machine Learning, Predictive Analytics, Text Mining, Machine Learning Algorithms, Big Data, Statistical Inference
Stanford University
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Machine Learning Algorithms, Probability Distribution, Statistical Modeling, Markov Model, Decision Support Systems, Machine Learning, Predictive Modeling, Network Model, Probability & Statistics, Network Analysis, Statistical Inference, Statistical Machine Learning, Sampling (Statistics), Natural Language Processing, Statistical Methods, Algorithms
University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms, Deep Learning, Systems Development, Simulations, Solution Architecture, Markov Model, Supervised Learning, Artificial Neural Networks, Applied Machine Learning, Performance Testing, Algorithms, Statistical Methods, Pseudocode, Linear Algebra, Probability Distribution
Johns Hopkins University
Skills you'll gain: Data Quality, Exploratory Data Analysis, Data Presentation, Employee Onboarding, Data Management, Team Motivation, Technical Communication, Data Analysis, Project Management, Interviewing Skills, Data Visualization, Data Cleansing, Data Science, Data-Driven Decision-Making, Management Reporting, Organizational Leadership, Data Storytelling, Team Management, Analytical Skills, Business Analytics
Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Unsupervised Learning, Supervised Learning, Dimensionality Reduction, Applied Machine Learning, Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning, Data Access, Anomaly Detection, Machine Learning Algorithms, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Statistical Analysis, Data Analysis, Data Cleansing, Data Manipulation, Predictive Modeling
Kennesaw State University
Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Lean Methodologies, Data Collection, Process Improvement, Quality Improvement, Process Optimization, Correlation Analysis, Statistical Hypothesis Testing, Kaizen Methodology, Process Analysis, Probability Distribution, Regression Analysis, Process Capability, Business Process, Statistical Process Controls, Quality Management, Team Management, Continuous Improvement Process
Skills you'll gain: Natural Language Processing, Supervised Learning, Dimensionality Reduction, Text Mining, Machine Learning, Feature Engineering, Artificial Intelligence, Unstructured Data, Regression Analysis, Bayesian Statistics
- Status: Free
Duke University
Skills you'll gain: Behavioral Economics, Decision Making, Financial Planning, Finance, Consumer Behaviour, Financial Market, Financial Analysis, Economics, Probability & Statistics, Risk Analysis
Johns Hopkins University
Skills you'll gain: Bioinformatics, Data Science, Science and Research, Data Analysis, Programming Principles, Computer Science, Statistical Analysis, Computational Thinking, Life Sciences, Big Data, Biostatistics, Statistical Methods, Software Engineering, Algorithms
- Status: NewStatus: AI skills
DeepLearning.AI
Skills you'll gain: Data Storytelling, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Dashboard, Interactive Data Visualization, Tableau Software, Web Scraping, Data Visualization Software, Time Series Analysis and Forecasting, Descriptive Statistics, Probability & Statistics, Statistical Analysis, Pandas (Python Package), Statistics, Statistical Hypothesis Testing, SQL, Databases, JSON
University of Virginia
Skills you'll gain: New Product Development, Product Management, Agile Product Development, Innovation, Product Improvement, Ideation, Product Lifecycle Management, Customer Insights, Design and Product, Product Roadmaps, Product Design, Stakeholder Engagement, Customer Engagement, Data-Driven Decision-Making, Web Analytics, Product Testing, Business Modeling
University of Amsterdam
Skills you'll gain: Statistical Analysis, Research, Research Reports, Data Analysis, Research Design, Scientific Methods, Data Collection, Research Methodologies, Report Writing, Experimentation, Social Sciences, Survey Creation
In summary, here are 10 of our most popular statistics courses
- Machine Learning: University of Washington
- Probabilistic Graphical Models: Stanford University
- Reinforcement Learning: University of Alberta
- Executive Data Science: Johns Hopkins University
- IBM Introduction to Machine Learning: IBM
- Six Sigma Yellow Belt: Kennesaw State University
- Natural Language Processing with Classification and Vector Spaces: DeepLearning.AI
- Behavioral Finance: Duke University
- Introduction to Genomic Technologies: Johns Hopkins University
- DeepLearning.AI Data Analytics: DeepLearning.AI