What knowledge and skills can you gain from statistics courses on Coursera?

Statistics courses on Coursera can help equip you with analytical skills and mathematical knowledge to effectively interpret data: Understanding of statistical theory, including probability, distributions, and hypothesis testing. Skills in applying statistical methods to real-world problems across various industries. Proficiency in using statistical software tools like R, Python, or SPSS to analyze and visualize data. Techniques for designing experiments and surveys to collect data efficiently. Knowledge of regression analysis, ANOVA, and other statistical models. Insights into big data analytics, including machine learning algorithms driven by statistical principles. Application of statistics in specialized fields such as biostatistics, econometrics, or psychological statistics.

Do I need prior knowledge in statistics to enroll in these courses?

Statistics courses on Coursera are designed to accommodate learners at different stages of their educational or professional journey: Introductory courses are suitable for those new to statistics, offering foundational knowledge and basic application skills. Intermediate courses build upon basic statistics knowledge, introducing more complex analyses and applications. Advanced courses cater to individuals with a solid background in statistics, focusing on specialized topics or advanced analytical techniques.

What types of certifications and credentials can you pursue through statistics courses on Coursera?

Coursera provides various educational pathways to help validate your skills in statistics: Professional certificates that can help you demonstrate your competence in statistical analysis. Specialized course certificates that focus on particular aspects of statistics, such as data science or predictive analytics. Degree programs and professional qualifications that prepare you for roles involving extensive use of statistics. These credentials are intended to enhance your professional qualifications and assist you in advancing your career in fields reliant on statistical analysis.

What career opportunities can knowledge in statistics lead to?

Studying statistics on Coursera can prepare you for a variety of roles in data-intensive sectors: Data Analyst : Utilize statistical tools and methods to interpret data and inform business decisions. Statistical Consultant: Provide expertise to organizations on statistical methods, data collection, and analysis. Biostatistician : Apply statistics to biological sciences and public health. Econometrician: Use statistical techniques to study economic data and trends. Quality Control Analyst: Implement statistical methods to assess product quality and maintain standards.

Are there free statistics courses or certifications available on Coursera?

Yes, Coursera offers a variety of free courses across many topics, including statistics. While you can access most course materials for free by auditing the courses, this does not include graded assignments or a completion certificate. For those looking to obtain a certificate to showcase their learning or enhance their professional profile, Coursera provides the option to purchase the course. Additionally, Coursera offers free trials or financial aid to learners who qualify, making certifications more accessible to everyone.

Top Statistics Courses - Learn Statistics Online

Explore the Statistics Course Catalog

Fractal Analytics
Fractal Data Science
Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Exploratory Data Analysis, Feature Engineering, Interactive Data Visualization, Data Analysis Expressions (DAX), Human Centered Design, Storyboarding, Classification And Regression Tree (CART), SQL, Applied Machine Learning, Problem Solving, Data Modeling, Machine Learning Algorithms
4.5
Rating, 4.5 out of 5 stars
331 reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Toronto
State Estimation and Localization for Self-Driving Cars
Skills you'll gain: Global Positioning Systems, Estimation, Machine Learning Methods, Computer Vision, Mathematical Modeling, Applied Mathematics, Linear Algebra, Python Programming, Real Time Data, Physics
4.7
Rating, 4.7 out of 5 stars
835 reviews
Advanced · Course · 1 - 3 Months
American Psychological Association
Psychological Research
Skills you'll gain: Data Visualization, Descriptive Statistics, Quantitative Research, Plot (Graphics), Scientific Methods, Graphing, Research Design, Data Presentation, Statistical Hypothesis Testing, Science and Research, Research Methodologies, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Statistical Methods, Sample Size Determination, Ethical Standards And Conduct, Law, Regulation, and Compliance
4.8
Rating, 4.8 out of 5 stars
223 reviews
Beginner · Specialization · 3 - 6 Months
University of California, Davis
GIS Data Formats, Design and Quality
Skills you'll gain: Spatial Data Analysis, Spatial Analysis, ArcGIS, Geographic Information Systems, Geospatial Mapping, Data Quality, Data Mapping, Data Modeling, Data Storage Technologies, Data Storage, Data Processing, Data Manipulation, Databases
4.8
Rating, 4.8 out of 5 stars
2.1K reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Hypothesis Testing in Public Health
Skills you'll gain: Statistical Hypothesis Testing, Biostatistics, Sampling (Statistics), Statistical Inference, Scientific Methods, Statistical Analysis, Quantitative Research, Probability & Statistics
4.8
Rating, 4.8 out of 5 stars
637 reviews
Beginner · Course · 1 - 3 Months
Wesleyan University
Data Analysis and Interpretation
Skills you'll gain: Regression Analysis, Data Storytelling, Classification And Regression Tree (CART), Statistical Hypothesis Testing, Descriptive Statistics, Data Presentation, Statistical Analysis, Statistical Software, Correlation Analysis, Exploratory Data Analysis, Decision Tree Learning, Data Manipulation, Data Management, Statistical Machine Learning, Statistical Programming, Data Analysis, Random Forest Algorithm, Research Reports, Statistical Methods, Statistical Modeling
4.4
Rating, 4.4 out of 5 stars
1.4K reviews
Beginner · Specialization · 3 - 6 Months
SAS
SAS Visual Business Analytics
Skills you'll gain: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Ad Hoc Reporting, Spatial Data Analysis, Data Visualization Software, Spatial Analysis, Analytics, Time Series Analysis and Forecasting, Business Analytics, Data Visualization, Interactive Data Visualization, Data-Driven Decision-Making, Business Reporting, Exploratory Data Analysis
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Beginner · Professional Certificate · 3 - 6 Months
Johns Hopkins University
Regression Models
Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Modeling, Correlation Analysis, Data Analysis, Statistical Methods, Predictive Modeling, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing
4.4
Rating, 4.4 out of 5 stars
3.4K reviews
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Business Analytics for Decision Making
Skills you'll gain: Business Analytics, Risk Analysis, Decision Making, Business Intelligence, Predictive Analytics, Simulation and Simulation Software, Business Modeling, Data Analysis, Process Optimization, Market Analysis, Unsupervised Learning, Microsoft Excel
4.6
Rating, 4.6 out of 5 stars
1.9K reviews
Beginner · Course · 1 - 4 Weeks
University of Minnesota
Introduction to Recommender Systems: Non-Personalized and Content-Based
Skills you'll gain: Taxonomy, Spreadsheet Software, Machine Learning, Predictive Analytics, Data Mining, Persona Development, Information Architecture, Statistics, Algorithms, Java
4.4
Rating, 4.4 out of 5 stars
647 reviews
Intermediate · Course · 1 - 3 Months
SAS
Introduction to Statistical Analysis: Hypothesis Testing
Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Data Analysis, Analysis
4.7
Rating, 4.7 out of 5 stars
166 reviews
Intermediate · Course · 1 - 4 Weeks
University of Geneva
Portfolio and Risk Management
Skills you'll gain: Portfolio Management, Risk Management, Business Risk Management, Investments, Asset Management, Wealth Management, Financial Market, Financial Management, Probability Distribution, Correlation Analysis, Variance Analysis
4.7
Rating, 4.7 out of 5 stars
2.4K reviews
Mixed · Course · 1 - 4 Weeks