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

Status: Free Trial
University of California San Diego
Teaching Impacts of Technology: Relationships
Skills you'll gain: Student Engagement, Algorithms, Diversity Awareness, Pedagogy, Facebook, Instructional Strategies, Programming Principles, Student-Centred Learning, Teaching, Data Storage, Education and Training, Software Engineering, Geographic Information Systems, Image Analysis, Classroom Management, Lesson Planning, Computer Science, Theoretical Computer Science, Computational Thinking, Computer Graphics
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of California, Irvine
Communication in Remote Work
Skills you'll gain: Virtual Teams, Telecommuting, Interpersonal Communications, Trustworthiness, Collaboration, Team Building, Social Skills, Rapport Building, Communication, Teamwork, Relationship Building, Team Leadership, Leadership, Expectation Management
5
Rating, 5 out of 5 stars
12 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Fundação Instituto de Administração
Sistemas e Tecnologias Digitais nas Organizações
Skills you'll gain: Digital Transformation, Mobile Banking, Social Media, E-Commerce, Organizational Development, Business Modeling, Business Technologies, Business Communication, Systems Integration, Emerging Technologies, Information Systems, Enterprise Resource Planning, Internet Of Things
4.9
Rating, 4.9 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Banco Interamericano de Desarrollo
Estrategias efectivas en organizaciones data-driven
Skills you'll gain: Data Storytelling, Data Visualization, Data Governance, Process Improvement, Data Strategy, Process Mapping, Data-Driven Decision-Making, Performance Improvement, Data Visualization Software, Organizational Leadership, Organizational Effectiveness, Business Leadership, Strategic Decision-Making, Leadership, Change Management
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
The Power of Object-Oriented Programming
Skills you'll gain: Object Oriented Programming (OOP), Computer Programming, Program Development, Python Programming, Programming Principles
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Teaching Texts and Forms
Skills you'll gain: Writing, Writing and Editing, Literacy, Storytelling, Language Competency, Creativity, Persuasive Communication
4.6
Rating, 4.6 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Creating Azure Serverless Functions in a Real-World Scenario
Skills you'll gain: Serverless Computing, Microsoft Azure, Microservices, NoSQL, Cloud Computing Architecture, Front-End Web Development, Cloud Development, Hypertext Markup Language (HTML), Platform As A Service (PaaS), Software Development, Microsoft Visual Studio
4.4
Rating, 4.4 out of 5 stars
9 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Google Cloud
Creating a Business Value with Data and Looker 日本語版
Skills you'll gain: Looker (Software), Data Strategy, Data Modeling, Digital Transformation, Real Time Data, Dashboard, Data Governance, Google Cloud Platform, Data Management, Analysis, Cloud Storage, Pivot Tables And Charts, Data Transformation, Data Analysis, Data Visualization Software, Data Storage, Big Data, Database Design, Performance Tuning, Exploratory Data Analysis
4.1
Rating, 4.1 out of 5 stars
14 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Dartmouth College
Neural Basis of Imagination, Free Will, and Morality
Skills you'll gain: Creativity, Culture, Liberal Arts, Neurology, Research, Psychology, Social Sciences, Science and Research, Ethical Standards And Conduct, Anthropology, Sociology, Cultural Diversity, Governance
4.9
Rating, 4.9 out of 5 stars
9 reviews
Mixed · Course · 1 - 4 Weeks
IESE Business School
Career Path Essentials
Skills you'll gain: Professional Development, Professional Networking, Interviewing Skills, Market Trend, LinkedIn, Relationship Building, Goal Setting, Communication Strategies, Presentations, Copywriting
4.7
Rating, 4.7 out of 5 stars
18 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of California, Davis
Digital Thinking: Frameworks For Our Digital Reality
Skills you'll gain: Digital Transformation, Data Ethics, Machine Learning, OpenAI, Social Studies, Artificial Intelligence, Technology Strategies, Computer Science, ChatGPT, Emerging Technologies, Sociology, Technology Roadmaps, Ethical Standards And Conduct, Economics, Policy, and Social Studies, Business Technologies, Automation, Blockchain, Generative AI Agents, Algorithms, Innovation
4.6
Rating, 4.6 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Crea una aplicación web con Vue.js
Skills you'll gain: Vue.JS, Web Development Tools, Web Applications, Front-End Web Development, HTML and CSS, Javascript, Microsoft Visual Studio, Data Storage
4.7
Rating, 4.7 out of 5 stars
10 reviews
Intermediate · Guided Project · Less Than 2 Hours