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

Explore the Statistics for Data Science Course Catalog

California Institute of the Arts
Visual Elements of User Interface Design
Skills you'll gain: User Interface (UI) Design, Digital Design, Graphic and Visual Design, Design, Design Elements And Principles, Typography, Information Architecture, User Centered Design, Interaction Design, User Experience Design, Aesthetics
4.7
Rating, 4.7 out of 5 stars
6.3K reviews
Beginner · Course · 1 - 3 Months
Google Cloud
Creating Business Value with Data and Looker
Skills you'll gain: Looker (Software), Dashboard, Data Governance, Digital Transformation, Data Strategy, Real Time Data, Google Cloud Platform, Data Modeling, Business Transformation, Data Management, Data Visualization Software, Data Analysis, Data Sharing, Big Data, Cloud Storage, Cloud Computing, Data Presentation, Data Warehousing, Performance Tuning, Business Intelligence
4.7
Rating, 4.7 out of 5 stars
1.3K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
Ludwig-Maximilians-Universität München (LMU)
Nutrition and Lifestyle in Pregnancy
Skills you'll gain: Clinical Experience, Preventative Care, Patient Education and Support, Food Safety and Sanitation, Medical Science and Research, Primary Care, Health Care, Life Sciences, Decision Making
4.8
Rating, 4.8 out of 5 stars
3.2K reviews
Intermediate · Course · 1 - 4 Weeks
Amazon Web Services
AWS Cloud Practitioner Essentials
Skills you'll gain: Amazon Web Services, Amazon CloudWatch, AWS Identity and Access Management (IAM), Cloud Services, Cloud Computing, Cloud Infrastructure, Amazon Elastic Compute Cloud, Cloud Management, Cloud Security, Amazon S3, Cloud Computing Architecture, System Monitoring, Data Migration, Scalability
4.8
Rating, 4.8 out of 5 stars
1.9K reviews
Beginner · Course · 1 - 3 Months
Status: Free
Commonwealth Education Trust
Foundations of Teaching for Learning: Introduction to Student Assessment
Skills you'll gain: Constructive Feedback, Teaching, Student Engagement, Quality Assessment, Educational Materials, Instructional Strategies, Peer Review, Test Tools, Curriculum Development, Statistical Reporting, Performance Reporting, Reliability
4.9
Rating, 4.9 out of 5 stars
1K reviews
Mixed · Course · 1 - 3 Months
Copenhagen Business School
Strategic Management and Innovation
Skills you'll gain: Business Strategy, Business Planning, Strategic Decision-Making, Plan Execution, Goal Setting, Organizational Strategy, Strategic Thinking, Resource Management, Peer Review, Competitive Analysis, Innovation, Organizational Structure, Project Implementation, Market Analysis, Culture Transformation, Change Management, Business Strategies, Business Management, Organizational Change, Strategic Leadership
4.7
Rating, 4.7 out of 5 stars
5.1K reviews
Beginner · Specialization · 3 - 6 Months
Microsoft
Work Smarter with Microsoft Word
Skills you'll gain: Microsoft Word, Microsoft 365, Microsoft PowerPoint, Microsoft Outlook, Proofreading, Document Management, Technical Documentation, Microsoft Windows, Presentations, Writing, Editing, Microsoft Excel
4.7
Rating, 4.7 out of 5 stars
2K reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Business Analysis & Process Management
Skills you'll gain: Process Analysis, Business Process, Business Analysis, Process Mapping, Workflow Management, Process Flow Diagrams, Business Modeling, Business Process Management, Stakeholder Management
4.4
Rating, 4.4 out of 5 stars
6.4K reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
The University of Tokyo
Studying at Japanese Universities
Skills you'll gain: Higher Education, Planning, Cultural Diversity, Language Learning, Culture, Research, Interpersonal Communications
4.8
Rating, 4.8 out of 5 stars
436 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Mastering Software Development in R
Skills you'll gain: Ggplot2, Open Source Technology, Tidyverse (R Package), Package and Software Management, Web Scraping, Data Manipulation, Data Visualization Software, R Programming, Data Visualization, Datamaps, Interactive Data Visualization, Scatter Plots, Object Oriented Programming (OOP), GitHub, Version Control, Rmarkdown, Data Cleansing, Debugging, Functional Design, Data Analysis Software
4.2
Rating, 4.2 out of 5 stars
1.5K reviews
Beginner · Specialization · 3 - 6 Months
Johns Hopkins University
Understanding Cancer Metastasis
Skills you'll gain: Anatomy, Epidemiology, Health Care, Clinical Research, Medical Science and Research, Science and Research
4.9
Rating, 4.9 out of 5 stars
2.5K reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Excel/VBA for Creative Problem Solving
Skills you'll gain: Excel Macros, Peer Review, Programming Principles, Visual Basic (Programming Language), Microsoft Excel, Computer Programming, Project Design, Spreadsheet Software, Simulations, Automation, Algorithms, Debugging, Data Management, User Interface (UI), Data Cleansing
4.8
Rating, 4.8 out of 5 stars
4.7K reviews
Beginner · Specialization · 3 - 6 Months