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

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Explore the Statistics for Data Science Course Catalog

Status: Free
Coursera Instructor Network
Leading with Impact: Team Dynamics, Strategy and Ethics
Skills you'll gain: Strategic Thinking, Strategic Leadership, Teamwork, Team Building, Team Leadership, Business Leadership, Team Management, Business Ethics, Organizational Leadership, Leadership, Leadership and Management, Strategic Decision-Making, Leadership Development, Critical Thinking and Problem Solving, Ethical Standards And Conduct, Decision Making
4.8
Rating, 4.8 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Power Pages for Beginners: Create Website for Your Company
Skills you'll gain: Microsoft Power Platform, Data Integration, Microsoft Azure, Microsoft 365, HTML and CSS, Development Environment, Web Content, Web Design and Development, Content Management
Beginner · Guided Project · Less Than 2 Hours
Codio
Performance Monitoring For Application Developers
Skills you'll gain: Application Performance Management, Prometheus (Software), System Monitoring, Grafana, Performance Tuning, Event Monitoring, Performance Testing, Server Administration, Cloud Services, Web Analytics and SEO
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Go Essentials: Concurrency, gRPC & More
Skills you'll gain: Go (Programming Language), Software Design Patterns, Debugging, Unit Testing, Object Oriented Programming (OOP), Software Design, Web Development, Web Applications, Data Structures, Development Environment, Programming Principles, JSON, Command-Line Interface, Servers
Intermediate · Course · 1 - 3 Months
Packt
Cucumber BDD Made Easy + Automation Framework Design
Skills you'll gain: Cucumber (Software), Behavior-Driven Development, Gherkin (Scripting Language), Selenium (Software), Test Automation, JUnit, Apache Maven, Test Data, Test Case, Java Programming
Intermediate · Course · 1 - 3 Months
Google Cloud
Business Transformation with Google Cloud auf Deutsch
Skills you'll gain: Business Transformation, Cloud Security, Digital Transformation, Technology Strategies, Innovation, Cloud Computing, Cloud Platforms, Business Consulting, Data Strategy, Cloud Solutions, Business Priorities, Data-Driven Decision-Making, Business Development, Compliance Management, Presentations
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Technology and Product Planning
Skills you'll gain: Wireframing, Human Centered Design, Agile Project Management, Healthcare Industry Knowledge, Scalability, Software Development Methodologies, Design Thinking, Product Planning, New Product Development, Stakeholder Management, Product Development, Prototyping, User Interface (UI), Technology Roadmaps, Stakeholder Communications, Health Care, Product Strategy, Technology Solutions, Commercialization, Ideation
2.3
Rating, 2.3 out of 5 stars
6 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
Crafting Business Presentations, Proposals, Crisis Comms
Skills you'll gain: Proposal Writing, Business Communication, Business Writing, Communication, Writing, Crisis Management, Persuasive Communication, Strategic Communication, Corporate Communications, Verbal Communication Skills, Presentations, Communication Strategies, Public Speaking
5
Rating, 5 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
University of Illinois Urbana-Champaign
Managing Wetlands: Conservation & Restoration
Skills you'll gain: Environmental Monitoring, Land Management, Natural Resource Management, Water Resources, Environmental Resource Management, Environment and Resource Management, Environment, Environmental Policy
Intermediate · Course · 1 - 4 Weeks
Banco Interamericano de Desarrollo
Análisis cualitativo y cuantitativo del riesgo de desastres
Skills you'll gain: Risk Analysis, Risk Management, Risk Modeling, Project Risk Management, Failure Analysis, Disaster Recovery, Analysis, Vulnerability Assessments, Quantitative Research, Qualitative Research
4.1
Rating, 4.1 out of 5 stars
8 reviews
Advanced · Course · 1 - 4 Weeks
Fundação Instituto de Administração
Motivação de Equipes
Skills you'll gain: Team Motivation, Team Leadership, Communication, Virtual Teams, Leadership and Management, Teamwork, Leadership, Emotional Intelligence, Creativity, Conflict Management, Goal Setting, Adaptability
5
Rating, 5 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks
EDUCBA
Continuous Integration and Deployment with ASP.NET Core
Skills you'll gain: CI/CD, Continuous Deployment, Continuous Integration, Application Deployment, DevOps, Test Automation, Performance Tuning, Containerization, System Monitoring, ASP.NET, Unit Testing, Software Testing, Release Management, Cloud Platforms
4.6
Rating, 4.6 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks

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

Leading with Impact: Team Dynamics, Strategy and Ethics: Coursera Instructor Network
Power Pages for Beginners: Create Website for Your Company : Coursera Project Network
Performance Monitoring For Application Developers: Codio
Go Essentials: Concurrency, gRPC & More: Packt
Cucumber BDD Made Easy + Automation Framework Design: Packt
Business Transformation with Google Cloud auf Deutsch: Google Cloud
Technology and Product Planning: Johns Hopkins University
Crafting Business Presentations, Proposals, Crisis Comms: Coursera Instructor Network
Managing Wetlands: Conservation & Restoration: University of Illinois Urbana-Champaign
Análisis cualitativo y cuantitativo del riesgo de desastres : Banco Interamericano de Desarrollo

Statistics for Data Science Courses Online