Inferential statistics courses can help you learn hypothesis testing, confidence intervals, regression analysis, and sampling methods. You can build skills in interpreting data, making predictions, and drawing conclusions from sample data. Many courses introduce tools like R and Python for statistical analysis, along with software such as SPSS and Excel, that support applying these statistical techniques to real-world data sets.

Coursera
Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Model Training, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Regression Analysis, Continuous Monitoring, Statistical Methods
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Search Engine Optimization, Content Optimization, Web Analytics, Google Analytics, Content Performance Analysis, Generative Engine Optimization (GEO), Conversion Funnel Analysis, Dashboard Creation, Keyword Research, Marketing Analytics, Content Strategy, Content Creation, Key Performance Indicators (KPIs), Performance Metric, Ad Hoc Analysis, Variance Analysis, User Flows, Statistical Analysis, Quality Assessment, Corrective and Preventive Action (CAPA)
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Web Analytics, Trend Analysis, Marketing Analytics, Digital Analysis, Customer Analysis, Data-Driven Marketing, Variance Analysis, Target Audience, Data Literacy, Demography, Statistical Reporting, Analysis, Data Analysis, Marketing Strategies, Descriptive Analytics, Strategic Marketing, Data Access
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, Content Scheduling, Marketing Analytics, Social Media Analytics, Social Media Management, Analytics, Social Media Marketing, Social Media Content, Social Media, Driving engagement, Web Analytics, Social Media Campaigns, Calendar Management, Scheduling, Social Media Strategy, Campaign Management, Performance Analysis, Content Development and Management, Content Strategy, Descriptive Analytics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Data Cleansing, Data Pipelines, Feature Engineering, Data Quality, MLOps (Machine Learning Operations), Extract, Transform, Load, Data Transformation, Data Integration, Dataflow, Development Environment, Data Wrangling, Apache Airflow, Package and Software Management, Git (Version Control System), Quality Assurance, Exploratory Data Analysis, Cost Management, Resource Utilization, Virtual Environment
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Spatial Data Analysis, GIS Software, Geographic Information Systems, Spatial Analysis, Query Languages, SQL, Geospatial Information and Technology, PostgreSQL, Database Development, Performance Tuning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Tableau Software, Business Intelligence, Business Intelligence Software, Interactive Data Visualization, Data Presentation, Business Analytics, Data Visualization Software, Data Storytelling, Dashboard Creation, Dashboard, Data Analysis, Forecasting, Data Preprocessing, Data Manipulation, Trend Analysis, Predictive Analytics, Data Integration
Beginner · Course · 1 - 3 Months

Skills you'll gain: Image Analysis, Computer Vision, Model Evaluation, Analysis, Failure Mode And Effects Analysis, Root Cause Analysis, Scientific Visualization, Data Visualization, Correlation Analysis, Quality Assurance, Statistical Reporting
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Facebook, Meta Ads Manager, Online Advertising, Contextual Advertising, Social Media Marketing, Target Audience, Web Analytics
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Looker (Software), Customer Retention, Customer Analysis, Digital Analysis, Customer Insights, Marketing Analytics, Driving engagement, Data-Driven Marketing, Trend Analysis, Data Analysis, Performance Metric, Consumer Behaviour, Analysis, Growth Strategies, Time Series Analysis and Forecasting, Root Cause Analysis, Marketing Channel, Forecasting
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data Ethics, Responsible AI, Ethical Standards And Conduct, Technical Communication, Artificial Intelligence, Stakeholder Communications, Model Evaluation, Data Preprocessing, Stakeholder Engagement, People Analytics, Sampling (Statistics), Statistical Analysis, Regulatory Requirements
Intermediate · Course · 1 - 4 Weeks
University of Pennsylvania
Skills you'll gain: Demography, Social Studies, International Finance, International Relations, Political Sciences, Market Trend, Socioeconomics, Trend Analysis, Economics, Policy, and Social Studies, World History, Social Sciences, Global Marketing, Cultural Diversity, Economic Development, Sociology, Consumer Behaviour, Financial Systems, Economics, Business Economics, Market Opportunities
Mixed · Course · 1 - 4 Weeks