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 .

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Explore the Statistics for Data Science Course Catalog

Status: Free Trial
Fundação Instituto de Administração
Marketing e Data Science
Skills you'll gain: Strategic Marketing, Marketing Analytics, Marketing Strategies, Digital Marketing, Marketing, Consumer Behaviour, Sales Strategy, Customer Analysis, Marketing Strategy and Techniques, Marketing Management, Data-Driven Decision-Making, Data Visualization Software, Customer Engagement, Market Analysis, Key Performance Indicators (KPIs), Data Analysis, Target Market, Time Series Analysis and Forecasting, E-Commerce, Performance Measurement
4.4
Rating, 4.4 out of 5 stars
8 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Oracle
Oracle Cloud Infrastructure Generative AI Professional
Skills you'll gain: Large Language Modeling, Generative AI, ChatGPT, Oracle Cloud, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Application Programming Interface (API), Data Processing, Data Storage
4.5
Rating, 4.5 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Empathy and Data in Risk Management
Skills you'll gain: Risk Management, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Operational Risk, Tableau Software, Data Visualization Software, Cybersecurity, Data-Driven Decision-Making, Dashboard, Heat Maps, Diversity Equity and Inclusion Initiatives, Persuasive Communication, Communication, Algorithms
Build toward a degree
Beginner · Course · 1 - 3 Months
Corporate Finance Institute
Analyzing Growth Drivers & Business Risks
Skills you'll gain: Financial Analysis, Risk Analysis, Competitive Analysis, Market Analysis, Growth Strategies, Business Strategies, Business Analysis, Business Risk Management, Strategic Planning, Product Lifecycle Management
Beginner · Course · 1 - 3 Months
Coursera Project Network
Create a Record of Students using Abstraction in Java
Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Java Programming, Java, Record Keeping
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Build an Automobile Listing Website with PHP
Skills you'll gain: Web Development, PHP (Scripting Language), Web Design and Development, Content Management, Web Applications, HTML and CSS
4.3
Rating, 4.3 out of 5 stars
7 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Michigan
Erfolgreich Verhandeln: Strategien und Fähigkeiten
Skills you'll gain: Negotiation, Contract Negotiation, Mediation, Conflict Management, Communication, Relationship Building, Influencing, Planning, Decision Making, Business Ethics, Cultural Diversity
4.4
Rating, 4.4 out of 5 stars
8 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
NIIT
Building High Quality User Experience Using Material UI
Skills you'll gain: Cascading Style Sheets (CSS), UI Components, Front-End Web Development, User Interface and User Experience (UI/UX) Design, Web Design, React.js, Responsive Web Design, User Centered Design, Javascript
1.7
Rating, 1.7 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Edureka
Database Design and Operational Business Intelligence
Skills you'll gain: Database Design, Power BI, Dashboard, Data Modeling, Business Intelligence, Microsoft SQL Servers, Transact-SQL, Relational Databases, Data Warehousing, Data Visualization Software, SQL, Business Analytics, Advanced Analytics, Data Integrity
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Maryland, College Park
Construction Management Field Operations and Admin Tools
Skills you'll gain: Construction Management, Construction Estimating, Project Controls, Construction, Project Schedules, Cost Estimation, Timelines, Scheduling, Administration, Change Orders, Project Management, Cost Control, Arbitration, Project Planning, Occupational Safety And Health, Project Documentation
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Manage Agile Workflows with Product Roadmaps in Miro
Skills you'll gain: Product Roadmaps, Workflow Management, Agile Methodology, Product Management, Business Priorities, Collaborative Software, Product Strategy, Sprint Planning, Team Management, Business Metrics
4.3
Rating, 4.3 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
Program Financial Planning with ClickUp
Skills you'll gain: Program Management, Project Planning, Project Management Software, Innovation, Budget Management, Financial Planning, Process Flow Diagrams, Agile Methodology
4.3
Rating, 4.3 out of 5 stars
12 reviews
Intermediate · Guided Project · Less Than 2 Hours

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

Marketing e Data Science: Fundação Instituto de Administração
Oracle Cloud Infrastructure Generative AI Professional: Oracle
Empathy and Data in Risk Management: University of Illinois Urbana-Champaign
Analyzing Growth Drivers & Business Risks: Corporate Finance Institute
Create a Record of Students using Abstraction in Java: Coursera Project Network
Build an Automobile Listing Website with PHP: Coursera Project Network
Erfolgreich Verhandeln: Strategien und Fähigkeiten: University of Michigan
Building High Quality User Experience Using Material UI: NIIT
Database Design and Operational Business Intelligence: Edureka
Construction Management Field Operations and Admin Tools: University of Maryland, College Park

Statistics for Data Science Courses Online