What is statistical analysis?

Statistical analysis is the process of collecting and organizing data in order to observe patterns in that data. This discipline examines numerical data for trends, and it has practical applications across multiple industries and business sectors. Statistical analysts can examine large or small amounts of data to determine what the data shows—and what should be done with that information. The business world has relied on statistical analysis for years, but the advent of computer technology has made analyzing large amounts of data increasingly easy. Computers allow statisticians to analyze copious amounts of data and look for more specific patterns and trends than ever before.

Why is statistical analysis important?

Statistical analysis is important because it helps you make sense—and make use—of data. No matter what industry you work in, you see data every day. You may not know how to interpret the data, or there may just be too much data to understand on its own merits. Using statistical analysis can help you interpret key patterns in your data and sort out extraneous information to understand what the data means and what you should do about it. If you have a background in statistical analysis, you can also test or disprove any analysis that you receive from someone else as well.

What are typical careers that use statistical analysis?

A thorough knowledge of statistical analysis can help you find a career in the financial sector, information technology, or other areas of the business world. You can find jobs giving businesses advice on how to invest or how to manage their money more efficiently, or you can consult with companies on how to budget for large projects. Market research jobs rely on statistical analysis skills, while software engineers analyze data to develop and test new and updated applications. Data scientists work with various organizations to help them identify patterns and trends in their field of business.

How can online courses on Coursera help me learn statistical analysis?

From courses that introduce you to the basics of statistical analysis to more specific topics like hypothesis testing, data analysis in the health care industry, or risk management, you can gain a confident base of knowledge from online courses on Coursera. Specific topics you can discover include using logistic regression in R, survival analysis in R, bias and validity in epidemiology, statistics with Python, and data analytics.

What are the benefits of taking an online Statistical Analysis course?

Online Statistical Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Analysis skills. Choose from a wide range of Statistical Analysis courses offered by top universities and industry leaders tailored to various skill levels.

What Statistical Analysis courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistical Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Statistical Analysis Courses - Learn Statistical Analysis Online

Results for "statistical analysis"

University of Illinois Urbana-Champaign
Ethics, Culture, and Global Perspectives
Skills you'll gain: Leadership and Management, Business Psychology, Culture, Decision Making, Entrepreneurship
4.7
Rating, 4.7 out of 5 stars
112 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Yale University
الأسواق المالية
Skills you'll gain: Leadership and Management, Algebra, Problem Solving, Programming Principles, Calculus, Computational Logic, Finance, Strategy, Strategy and Operations
4.8
Rating, 4.8 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months
Banco Interamericano de Desarrollo
Women's Leadership: Boost your skills and drive change
Skills you'll gain: Change Management, Decision Making, Emotional Intelligence
Beginner · Course · 1 - 3 Months
DeepLearning.AI
TensorFlow: Data and Deployment
Skills you'll gain: Machine Learning, Applied Machine Learning, Deep Learning, Tensorflow, Computer Programming, Javascript, Artificial Neural Networks, Python Programming, Data Model, Machine Learning Software, Mobile Development, Web Development, Computer Vision, Mobile Development Tools, Extract, Transform, Load, Front-End Web Development, Computer Programming Tools, iOS Development
4.7
Rating, 4.7 out of 5 stars
1.5K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
University of Toronto
Learn to Program: The Fundamentals
Skills you'll gain: Computer Programming, Python Programming, Computational Logic, Problem Solving, Programming Principles, Computer Programming Tools, Critical Thinking, Computational Thinking, Algorithms, Mathematics
4.7
Rating, 4.7 out of 5 stars
6.6K reviews
Beginner · Course · 1 - 3 Months
University of California San Diego
Object Oriented Programming in Java
Skills you'll gain: Computer Programming, Java Programming, Problem Solving, Programming Principles, Algorithms, Computational Thinking, Computer Programming Tools, Computational Logic, Computer Graphics, Visualization (Computer Graphics)
4.7
Rating, 4.7 out of 5 stars
5.8K reviews
Intermediate · Course · 1 - 3 Months
University of Pennsylvania
Computational Thinking for Problem Solving
Skills you'll gain: Computational Thinking, Computer Programming, Problem Solving, Algorithms, Computational Logic, Critical Thinking, Programming Principles, Python Programming, Theoretical Computer Science, Computer Programming Tools
4.7
Rating, 4.7 out of 5 stars
1.4K reviews
Beginner · Course · 1 - 4 Weeks
University of Pennsylvania
Introduction to Python Programming
Skills you'll gain: Python Programming, Computer Programming, Programming Principles, Computational Logic, Computational Thinking, Computer Programming Tools, Critical Thinking, Problem Solving, Data Structures
4.5
Rating, 4.5 out of 5 stars
1.2K reviews
Beginner · Course · 1 - 4 Weeks
Rice University
An Introduction to Interactive Programming in Python (Part 1)
Skills you'll gain: Computer Programming, Programming Principles, Python Programming, Computational Logic, Computer Programming Tools, Critical Thinking, Computational Thinking, Mathematics, Problem Solving, Algorithms
4.8
Rating, 4.8 out of 5 stars
3.3K reviews
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Leading Teams: Developing as a Leader
Skills you'll gain: Decision Making, Entrepreneurship, Leadership and Management, Research and Design, Leadership Development, People Development
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
6.1K reviews
Beginner · Course · 1 - 3 Months
Status: Free
The University of Sydney
Design-Led Strategy: Design thinking for business strategy and entrepreneurship
Skills you'll gain: Problem Solving, Research and Design, Strategy, Communication, Strategy and Operations, Critical Thinking, Design and Product, Entrepreneurship, Leadership and Management, User Experience Design
4.6
Rating, 4.6 out of 5 stars
1.2K reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Princeton University
Computer Architecture
Skills you'll gain: Computer Architecture, Computer Programming, Critical Thinking, Microarchitecture, Problem Solving, Software Architecture, Software-Defined Networking, System Software
4.7
Rating, 4.7 out of 5 stars
3.2K reviews
Advanced · Course · 3 - 6 Months