What skills can I learn in data science courses on Coursera?

Data science courses on Coursera cover a comprehensive array of essential skills including: Fundamentals of data manipulation and data analysis using tools like Python and R Statistical analysis and probability modeling Machine learning techniques, including supervised and unsupervised learning Data visualization and communication using platforms like Tableau and PowerBI Big data technologies such as Hadoop and Spark Deep learning and artificial intelligence concepts Time series analysis for forecasting and trend analysis Data ethics and data privacy best practices

Do I need prior experience in programming to start these data science courses?

No prior programming experience is required to begin beginner data science courses . The curriculum is designed to support learners at various skill levels: Beginners can start with introductory courses on data analysis and basic programming. Intermediate learners can advance to more complex statistical methods and machine learning models. Advanced professionals can specialize in areas like artificial intelligence , deep learning , or big data technologies.

What data science certifications and credentials are available?

Data science courses on Coursera offer a variety of credentialing options: Professional certificates that demonstrate comprehensive data science skills Specialized course certificates in areas such as machine learning, business analytics, or data engineering Certifications from leading technology companies and academic institutions These certificates can help demonstrate data science skills, employability and career progression.

What career opportunities are available with skills in data science?

Skills in data science can lead to a wide range of career opportunities in various sectors including technology, healthcare, finance, and more: Data Scientist Data Analyst Machine Learning Engineer Business Intelligence Analyst Quantitative Analyst Data Engineers and Database Administrators Professionals in these roles utilize data science skills to extract insights from data, support decision-making, and innovate with new algorithms and predictive models. Discover which data science role suits you best by taking our career quiz !

How can I purchase data science training courses for my team?

Looking to enhance your team's data science skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our data science training options and make a purchase, please visit our Coursera for Teams page.

Top Data Science Courses - Learn Data Science Online

Filter by

Subject

Required

Computer Science(2,996)

Data Science(1,713)

Information Technology(1,439)

Business(1,392)

Language

Required

The language used throughout the course, in both instruction and assessments.

English(7,788)

Spanish(4,029)

French(3,561)

Arabic(3,505)

Learning Product

Required

Guided Projects(1,004)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(7,016)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(386)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(1,007)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(146)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(12)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(47)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Postgraduate Diploma(1)

Complete graduate-level learning without committing to a full degree program.

Graduate Certificates(20)

Earn a university-issued career credential in a flexible, interactive format.

University Certificates(3)

Graduate level learning within reach.

Level

Required

Beginner(4,926)

Intermediate(3,492)

Advanced(402)

Mixed(739)

Duration

Required

Less Than 2 Hours(1,390)

1-4 Weeks(3,793)

1-3 Months(3,381)

3-6 Months(982)

6-12 Months(36)

1-4 Years(47)

Skills

Required

Data Analysis(1,160)

Artificial Intelligence(887)

Machine Learning(789)

Google Cloud Platform(779)

Subtitles

Required

English(8,460)

Spanish(4,337)

French(3,893)

Arabic(3,779)

Educator

Required

Google Cloud(1,027)

Coursera Project Network(992)

Packt(542)

University of Colorado Boulder(352)

Results for "data science"

Google Cloud
Building and Debugging Cloud Functions for Node.js
Skills you'll gain: Debugging, Google Cloud Platform, Application Deployment, Cloud Development, JavaScript Frameworks, Node.JS, Serverless Computing, Program Development, Integrated Development Environments, Software Development, Microsoft Visual Studio
Beginner · Project · Less Than 2 Hours
Packt
Advanced Spring Concepts and Functional Programming
Skills you'll gain: Spring Framework, Hibernate (Java), Spring Boot, Java, Object-Relational Mapping, Database Management, Apache Maven, SQL, Object Oriented Programming (OOP), Data Management, Functional Design, Microservices
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Google Slides 日本語版
Skills you'll gain: Presentations, Google Workspace, Productivity Software, Collaboration, Business Communication, Version Control, Multimedia, Data Visualization, Organizational Skills, Data Sharing, Content Creation
Beginner · Course · 1 - 3 Months
Google Cloud
Applying Machine Learning to Your Data with GC - Español
Skills you'll gain: Google Cloud Platform, Applied Machine Learning, Machine Learning, Big Data, Deep Learning, Artificial Intelligence, Image Analysis, Natural Language Processing, Application Programming Interface (API)
Beginner · Course · 1 - 3 Months
University of Minnesota
Causal Inference Project Ideation
Skills you'll gain: Experimentation, Research Design, A/B Testing, Project Design, Business Research, Data-Driven Decision-Making, Business Requirements, Complex Problem Solving, Statistical Methods, Process Mapping, Business Priorities, Prioritization, Data Ethics, Customer Analysis, Personalized Service
Beginner · Course · 1 - 3 Months
Status: Free
Google Cloud
Introduction to Image Generation - בעברית
Skills you'll gain: Generative AI, Visualization (Computer Graphics), Google Cloud Platform, Computer Vision, Data Ethics, Applied Machine Learning, Machine Learning Methods, Machine Learning, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks
Packt
AJAX Next Level: Authentication, Servers, Projects & More
Skills you'll gain: Ajax, Node.JS, Apache, Restful API, Server Side, API Design, Web Servers, Authentications, Web Applications, Postman API Platform, Back-End Web Development, Full-Stack Web Development, Web Development Tools, Front-End Web Development, Application Programming Interface (API), JSON, PHP (Scripting Language), Extensible Markup Language (XML), Web Development, Javascript
Beginner · Specialization · 1 - 3 Months
Google Cloud
Mitigating Security Vulnerabilities on Google Cloud en Français
Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Data Loss Prevention, Google Cloud Platform, Continuous Monitoring, Threat Detection, Email Security, Data Security, Security Management, IT Automation, System Monitoring, Real Time Data
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Getting started with the Vertex AI Gemini 1.5 Pro Model
Skills you'll gain: Generative AI, Google Cloud Platform, Image Analysis, Data Processing, Unstructured Data, Data Analysis, Computer Vision, Natural Language Processing
Beginner · Project · Less Than 2 Hours
Google Cloud
Administering an AlloyDB Database
Skills you'll gain: Database Administration, PostgreSQL, Database Architecture and Administration, Database Management, Database Systems, Data Storage Technologies, Disaster Recovery, System Monitoring, Performance Tuning
Beginner · Project · Less Than 2 Hours
Status: Free
Coursera Project Network
APIs في Swift: استخدام Restful APIs في اداره البيانات
Skills you'll gain: Swift Programming, Apple iOS, Authentications, Application Programming Interface (API), Restful API, Mobile Development, Data Store
Intermediate · Course · 1 - 4 Weeks
Packt
SwiftUI & Node.js: Intro to Full Stack Development
Skills you'll gain: Application Deployment, Full-Stack Web Development, Node.JS, Restful API, Application Development, MongoDB, Authentications, Front-End Web Development, Swift Programming, Web Applications, Web Development Tools, JavaScript Frameworks, Server Side, User Accounts, Back-End Web Development, Web Development, Object-Relational Mapping, User Interface (UI), Application Programming Interface (API), UI Components
Beginner · Course · 1 - 3 Months