What is statistics for data science?

Statistics for data science refers to the mathematical analysis used to sort, analyze, interpret, and present data. It includes concepts like probability distribution, regression, and over or under-sampling. Descriptive statistics organizes data based on characteristics of the data set, such as normal distribution, central tendency, variability, and standard deviation. Inferential statistics incorporates the use of probability theory to infer characteristics of the data set.

Why learn statistics for data science?

Learning statistics for data science can lead to career opportunities in data science and related fields. As organizations increasingly rely on data to make decisions, they tend to seek out analysts who understand how to work with data and present it to stakeholders. Learning statistics for data science can also provide a good salary. As of 2020, the median pay for computer and information research scientists in the US is $122,840 and the job market remains positive, according to the Bureau of Labor Statistics. Mathematicians and statisticians have a similar job outlook and a median salary of $92,030 per year.

What are typical careers that use statistics for data science?

Data analysis, data architects, data scientists, and information officers typically use statistics for data science in their regular work. Data science is a broad field, and statistics can be useful in other roles that require analyzing and presenting data. This includes data warehouse analysts, data visualization developers, database managers, and machine learning engineers. Additional related fields include financial analysts, teachers, and researchers working for universities and corporate settings.

How can online courses help me learn statistics for data science?

Through online courses, you can learn the fundamentals of statistics for data science, including the theories and techniques statisticians use in their work. Some courses explore fundamental concepts like Bayes’ Theorem and probability theory. Others present methods for calculating and evaluating data sets. You can brush up on your knowledge of programs statisticians use, like Excel and Python, or examine the application of statistics specific fields.

What are the benefits of taking an online Statistics for Data Science course?

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

What Statistics for Data Science courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistics for Data Science, 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 Statistics For Data Science Courses - Learn Statistics For Data Science Online

Results for "statistics for data science"

Red Hat
Managing Cloud-native Applications with Kubernetes
Skills you'll gain: Kubernetes, Cloud-Native Computing, Application Deployment, Cloud Applications, Containerization, Cloud Computing, YAML, Configuration Management, System Monitoring, Network Routing, TCP/IP, Scalability
4.8
Rating, 4.8 out of 5 stars
59 reviews
Intermediate · Course · 1 - 4 Weeks
Packt
Object-Oriented Programming and Java Fundamentals
Skills you'll gain: Java Programming, Java, Object Oriented Programming (OOP), Object Oriented Design, Computer Programming, Software Design Patterns, Programming Principles, Data Structures, Debugging
Beginner · Course · 1 - 3 Months
Columbia University
3D Reconstruction - Single Viewpoint
Skills you'll gain: Computer Graphics, Image Analysis, 3D Modeling, Visualization (Computer Graphics), Computer Vision, Mathematical Modeling, Estimation, Systems Of Measurement, Automation
4.9
Rating, 4.9 out of 5 stars
36 reviews
Beginner · Course · 1 - 3 Months
HubSpot Academy
Strategic Customer Relationship Management & Sales Technique
Skills you'll gain: Sales Enablement, Data Visualization, Sales Presentations, Sales Management, Prospecting and Qualification, Persona Development, HubSpot CRM, Sales Training, Sales Strategy, Sales Process, Lead Generation, Sales Development, Employee Onboarding, Sales Operations, Target Audience, Sales, Dashboard, Customer Success Management, Business Reporting, Customer Relationship Management (CRM) Software
3.8
Rating, 3.8 out of 5 stars
12 reviews
Beginner · Specialization · 3 - 6 Months
Board Infinity
Introduction to SAFe: Navigating Scaled Agile Framework
Skills you'll gain: Scaled Agile Framework, Lean Methodologies, Agile Methodology, Team Management, Agile Project Management, Kanban Principles, Release Management, Sprint Planning, Strategic Planning, Cross-Functional Collaboration, Product Management
3.7
Rating, 3.7 out of 5 stars
77 reviews
Beginner · Course · 1 - 4 Weeks
Microsoft
GitHub Copilot for Project Management
Skills you'll gain: Code Review, Microsoft Visual Studio, GitHub, Test Case, Continuous Integration, Maintainability, Program Development, Software Development Tools, Application Development, Software Documentation, Debugging, Development Testing, Artificial Intelligence, Technical Documentation
Beginner · Course · 1 - 4 Weeks
ISACA
Auditing Generative AI: Strategy, Analysis & Risk Mitigation
Skills you'll gain: Generative AI, Auditing, Compliance Auditing, Risk Analysis, Risk Management, Business Risk Management, Artificial Intelligence, Risk Mitigation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML)
4.3
Rating, 4.3 out of 5 stars
16 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Politecnico di Milano
One Health: Pandemic preparedness, prevention, and response
Skills you'll gain: Environment Health And Safety, Infectious Diseases, Epidemiology, Preventative Care, Environment, Environmental Policy, Health Care, Governance, Food Safety and Sanitation, Medical Science and Research, Public Affairs, Systems Thinking, Policy Analysis, Law, Regulation, and Compliance, Social Sciences
4.5
Rating, 4.5 out of 5 stars
24 reviews
Intermediate · Course · 1 - 3 Months
Alfaisal University | KLD
أساسيات برنامج مايكروسوفت وورد | Essentials of MS Word
Skills you'll gain: Document Management, File Management, Data Entry, Technical Documentation
4.8
Rating, 4.8 out of 5 stars
38 reviews
Beginner · Course · 1 - 4 Weeks
Board Infinity
Microservices and Deployment by using ASP.NET
Skills you'll gain: Docker (Software), Azure DevOps, Containerization, Microservices, ASP.NET, DevOps, .NET Framework, CI/CD, Software Development, Software Architecture, Continuous Delivery, Continuous Integration, Restful API, Application Deployment, Web Services
4.2
Rating, 4.2 out of 5 stars
41 reviews
Advanced · Course · 1 - 4 Weeks
University of Maryland, College Park
Crafting Strategies for Innovation Initiatives for Corporate Entrepreneurs
Skills you'll gain: Innovation, Internal Auditing, Corporate Strategy, Overcoming Objections, Organizational Strategy, Organizational Structure, Organizational Change, Business Strategies, Entrepreneurship, Culture Transformation, New Business Development, New Product Development
4.1
Rating, 4.1 out of 5 stars
28 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Titanic Survival Prediction Using Machine Learning
Skills you'll gain: Feature Engineering, Data Cleansing, Data Visualization, Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Data Manipulation, Supervised Learning, Scikit Learn (Machine Learning Library), Machine Learning, Machine Learning Algorithms
4.8
Rating, 4.8 out of 5 stars
15 reviews
Beginner · Guided Project · Less Than 2 Hours