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
Vanderbilt University
ChatGPT: Master Free AI Tools to Supercharge Productivity
Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Productivity, AI Personalization, Artificial Intelligence, Personalized Service, Large Language Modeling, Expense Management, Creative Thinking, Ingenuity, Productivity Software, Brainstorming, Travel Arrangements, Innovation, Scenario Testing, Problem Solving, Application Development, Collaboration, Data Quality
4.8
Rating, 4.8 out of 5 stars
6.4K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
University of Colorado Boulder
Everyday Excel, Part 1
Skills you'll gain: Data Import/Export, Microsoft Excel, Data Visualization, Data Management, Excel Macros, Excel Formulas, Data Validation, Microsoft Word, Microsoft PowerPoint
4.7
Rating, 4.7 out of 5 stars
3.5K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Macquarie University
Excel Skills for Business: Advanced
Skills you'll gain: Dashboard, Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Data Cleansing, Finance, Business Intelligence Software, Data Validation, Financial Modeling, Data Visualization, Loans, Depreciation, Automation
4.7
Rating, 4.7 out of 5 stars
6K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
IBM
Generative AI: Introduction and Applications
Skills you'll gain: Generative AI, ChatGPT, OpenAI, Prompt Engineering, Large Language Modeling, Artificial Intelligence, Program Development, Content Creation, Image Analysis, Virtual Environment
4.7
Rating, 4.7 out of 5 stars
2.6K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Meta
Programming with JavaScript
Skills you'll gain: Jest (JavaScript Testing Framework), Web Development Tools, Javascript, Unit Testing, Web Applications, Programming Principles, Object Oriented Programming (OOP), Scripting Languages, Event-Driven Programming, Node.JS, Scripting, JSON, Computer Programming, Test Case, Data Structures, Debugging, Package and Software Management, Program Development, Development Environment, Functional Design
4.7
Rating, 4.7 out of 5 stars
4.7K reviews
Beginner · Course · 1 - 3 Months
Status: Free
Princeton University
Algorithms, Part I
Skills you'll gain: Data Structures, Algorithms, Java, Performance Testing, Computer Programming, Theoretical Computer Science, Object Oriented Programming (OOP), Computational Thinking
4.9
Rating, 4.9 out of 5 stars
12K reviews
Intermediate · Course · 3 - 6 Months
Status: New
Status: Free Trial
Vanderbilt University
AI Agents and Agentic AI in Python: Powered by Generative AI
Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI Agents, OpenAI, Productivity, Python Programming, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, Large Language Modeling, Creative Thinking, Ingenuity, Brainstorming, Software Development Tools, Application Development, Prototyping, Persona (User Experience), Business Logic, Automation
4.8
Rating, 4.8 out of 5 stars
6.1K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Arizona State University
Materials Science for Technological Application
Skills you'll gain: Failure Analysis, Semiconductors, Manufacturing Processes, Mechanical Engineering, Chemical Engineering, Chemistry, Thermal Management, Engineering, Production Process, Laboratory Testing, Physical Science, Physics, Process Engineering, Mechanics, Engineering Analysis, Engineering Calculations, Applied Mathematics
4.7
Rating, 4.7 out of 5 stars
178 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Vanderbilt University
ChatGPT: Excel at Personal Automation with GPTs, AI & Zapier
Skills you'll gain: Generative AI Agents, Prompt Engineering, ChatGPT, Generative AI, Agentic systems, Productivity, AI Personalization, Expense Management, Artificial Intelligence, OpenAI, Personalized Service, Expense Reports, Large Language Modeling, Workflow Management, Google Workspace, Creative Thinking, Ingenuity, Productivity Software, Brainstorming, Business Process Automation
4.8
Rating, 4.8 out of 5 stars
6.3K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Status: AI skills
Meta
Meta Social Media Marketing
Skills you'll gain: Paid media, Social Media Management, Social Media Marketing, Social Media, Marketing Analytics, Target Audience, Content Creation, Instagram, Marketing Budgets, Social Media Strategy, Social Media Campaigns, Campaign Management, Marketing Effectiveness, Online Advertising, Marketing, Performance Analysis, Key Performance Indicators (KPIs), Goal Setting, Advertising, Facebook
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
21K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
Status: AI skills
Google Cloud
Google Cloud Data Analytics
Skills you'll gain: Data Lakes, Data Storytelling, Data Governance, Data Presentation, Data Architecture, Data Pipelines, Data Visualization Software, Dashboard, Data Management, Cloud Infrastructure, Generative AI, Data Cleansing, Cloud Storage, Data Transformation, Cloud Computing, Google Cloud Platform, Database Management, Data Ethics, Data Analysis, Analytics
4.4
Rating, 4.4 out of 5 stars
171 reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
Corporate Finance Institute
SQL Fundamentals for Data Analysts
Skills you'll gain: SQL, Databases, Data Manipulation, Data Analysis, Relational Databases, Business Intelligence, Query Languages, Data Warehousing, Data Transformation
4.8
Rating, 4.8 out of 5 stars
36 reviews
Beginner · Course · 1 - 3 Months