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.

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Explore the Statistics Course Catalog

Coursera Project Network
Statistics For Data Science
Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference, Exploratory Data Analysis
3.9
Rating, 3.9 out of 5 stars
31 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Basic Statistics in Python (Correlations and T-tests)
Skills you'll gain: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Python Programming
4.3
Rating, 4.3 out of 5 stars
32 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Investment Risk Management
Skills you'll gain: Investment Management, Risk Management, Financial Analysis, Risk Analysis, Portfolio Management, Financial Market, Investments, Return On Investment, Performance Measurement
4.4
Rating, 4.4 out of 5 stars
1.9K reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Calculating Descriptive Statistics in R
Skills you'll gain: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Statistical Methods, Probability & Statistics
4.8
Rating, 4.8 out of 5 stars
51 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Using Descriptive Statistics to Analyze Data in R
Skills you'll gain: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Cleansing, Data Processing, Statistical Methods, Data Manipulation, Data Analysis Software, Data Import/Export
4.6
Rating, 4.6 out of 5 stars
91 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Compare Stock Returns with Google Sheets
Skills you'll gain: Risk Analysis, Google Sheets, Financial Analysis, Risk Management, Quantitative Research, Statistical Analysis, Statistics, Securities (Finance), Return On Investment, Probability & Statistics, Variance Analysis
4.3
Rating, 4.3 out of 5 stars
658 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Machine Learning Pipelines with Azure ML Studio
Skills you'll gain: Applied Machine Learning, Classification And Regression Tree (CART), Predictive Modeling, Microsoft Azure, Machine Learning, Predictive Analytics, Feature Engineering, Data Processing, Data Cleansing, Application Deployment, Exploratory Data Analysis
4.5
Rating, 4.5 out of 5 stars
793 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Portfolio Diversification using Correlation Matrix
Skills you'll gain: Portfolio Management, Risk Management, Investment Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Analysis
4.5
Rating, 4.5 out of 5 stars
273 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Create Charts and Dashboards Using Microsoft Excel
Skills you'll gain: Dashboard, Microsoft Excel, Microsoft 365, Spreadsheet Software, Data Visualization, Trend Analysis
4.6
Rating, 4.6 out of 5 stars
892 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Introduction to Business Analysis Using Spreadsheets: Basics
Skills you'll gain: Google Sheets, Spreadsheet Software, Data Presentation, Data Analysis, Data Visualization Software, Productivity Software, Business Analysis, Data Manipulation, Descriptive Statistics, Statistics, Excel Formulas, Data Cleansing, Mathematical Software
4.3
Rating, 4.3 out of 5 stars
986 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
COVID19 Data Analysis Using Python
Skills you'll gain: Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Python Programming
4.5
Rating, 4.5 out of 5 stars
2K reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Building Statistical Models in R: Linear Regression
Skills you'll gain: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Data Analysis, Statistical Methods, R Programming, Statistical Analysis, Plot (Graphics), Predictive Modeling
4.7
Rating, 4.7 out of 5 stars
17 reviews
Beginner · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular statistics courses

Statistics For Data Science: Coursera Project Network
Basic Statistics in Python (Correlations and T-tests): Coursera Project Network
Investment Risk Management: Coursera Project Network
Calculating Descriptive Statistics in R: Coursera Project Network
Using Descriptive Statistics to Analyze Data in R: Coursera Project Network
Compare Stock Returns with Google Sheets: Coursera Project Network
Machine Learning Pipelines with Azure ML Studio: Coursera Project Network
Portfolio Diversification using Correlation Matrix: Coursera Project Network
Create Charts and Dashboards Using Microsoft Excel: Coursera Project Network
Introduction to Business Analysis Using Spreadsheets: Basics: Coursera Project Network

Statistics Courses Online