Inferential Statistics Courses
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.
Popular Inferential Statistics Courses and Certifications
University of Michigan
Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Data Processing, Pivot Tables And Charts, Data Science, Data Wrangling, Data Analysis, Data-Driven Decision-Making, Data Transformation, Exploratory Data Analysis, Python Programming, Statistical Hypothesis Testing, Data Import/Export, Programming Principles
Skills you'll gain: Data Science, Statistical Inference, Machine Learning Methods, Data Visualization, Pandas (Python Package), Probability & Statistics, Statistical Methods, Statistics, Regression Analysis, Applied Machine Learning, Apache Hadoop, Big Data, Machine Learning Algorithms, Data Mining, Data Analysis, Python Programming, Data Mapping, Object Oriented Programming (OOP), JavaScript Frameworks, HTML and CSS
University of Colorado Boulder
Skills you'll gain: Pandas (Python Package), NumPy, Data Structures, Data Import/Export, Data Manipulation, Data Wrangling, Data Cleansing, Statistical Methods, Python Programming, Numerical Analysis, Data Analysis, Descriptive Statistics
Northeastern University
Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Model Optimization, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Machine Learning, Applied Mathematics, Algorithms, Statistical Inference, Verification And Validation, Dimensionality Reduction
Google Cloud
Skills you'll gain: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Model Optimization, Data Persistence, Continuous Monitoring, Data Analysis, System Monitoring, Google Cloud Platform
University of Lausanne
Skills you'll gain: Health Policy, Geospatial Information and Technology, Geographic Information Systems, Public Health, Public Health and Disease Prevention, GIS Software, Case Studies, Health Systems, Health Promotion, Community Health, Spatial Analysis, Process Modeling, Systems Thinking, Data Flow Diagrams (DFDs), Health Informatics, Social Determinants Of Health, Sustainable Systems, Sustainable Development, Policy Development, Environmental Issue
Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Conversion Funnel Analysis, Google Ads, Marketing Effectiveness, Web Analytics and SEO, Smart Goals, Data-Driven Marketing, Customer Analysis, Digital Marketing, Customer Insights, Analytics, Goal Setting, Trend Analysis, Campaign Planning, Strategic Marketing, Performance Analysis, Data Analysis, Performance Metric
Universidad Nacional Autónoma de México
Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Data Visualization Software, Data Science, Python Programming, Software Installation, Data Manipulation, Scripting, Package and Software Management, Development Environment, Virtual Environment
Skills you'll gain: Marketing Analytics, Conversion Funnel Analysis, Dashboard Creation, Dashboard, Data-Driven Marketing, Marketing Effectiveness, Google Analytics, Pivot Tables And Charts, Spreadsheet Software, Web Analytics, Performance Analysis, Trend Analysis, Interactive Data Visualization, Marketing Planning, Business Marketing, Analysis, Analytical Skills, Data Modeling, Data Science, Data Management
John Wiley & Sons
Skills you'll gain: Statistics, Probability & Statistics, Data Analysis, Statistical Methods, Data Literacy, Data Collection, Unsupervised Learning, Text Mining, Analytical Skills, Statistical Inference, Unstructured Data, Probability, Predictive Modeling, Data Science, Deep Learning, Machine Learning, Machine Learning Methods, Data Visualization, Business Communication, Communication
Tecnológico de Monterrey
Skills you'll gain: Value Propositions, Entrepreneurship, Product Development, Ideation, Business Modeling, Sales Presentations, Market Opportunities, Innovation, New Business Development, Business Planning, Presentations, Business Strategies, Entrepreneurial Finance, Market Trend, Market Research, Trend Analysis
Skills you'll gain: Model Evaluation, Feature Engineering, Data Preprocessing, Demand Planning, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Profit and Loss (P&L) Management, Inventory and Warehousing, Analytics, Data Processing, Data Wrangling, Advanced Analytics, Machine Learning, Business
In summary, here are 10 of our most popular inferential statistics courses
- 파이썬의 데이터 과학 소개: University of Michigan
- Mastering Python for Data Science: Packt
- BiteSize Python: NumPy and Pandas: University of Colorado Boulder
- Foundations of Statistical Learning & Algorithms: Northeastern University
- Optimizing Performance of LookML Queries: Google Cloud
- HEALTHY URBAN SYSTEMS - PART 1: University of Lausanne
- Track Marketing Goals with Google Analytics: Coursera
- Python: de explorador de datos a analista: Universidad Nacional Autónoma de México
- Advanced Marketing Analytics, Funnels, and Dashboarding: Coursera
- Data Science and Machine Learning for Business Professionals: John Wiley & Sons
