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

Results for "data science"

SAS
Getting Started with SAS Programming
Skills you'll gain: SAS (Software), Data Import/Export, Data Validation, Data Access, Data Manipulation, Statistical Programming, Data Cleansing, Exploratory Data Analysis, Data Analysis, SQL, Data Presentation, Microsoft Excel, Descriptive Statistics
4.8
Rating, 4.8 out of 5 stars
3.1K reviews
Beginner · Course · 1 - 3 Months
Microsoft
Microsoft 365 Fundamentals
Skills you'll gain: Multimedia, Microsoft PowerPoint, Microsoft Excel, Excel Formulas, Microsoft Word, Microsoft 365, Data Visualization, Presentations, Spreadsheet Software, Productivity Software, Data Analysis Software, Data Import/Export, Microsoft Windows, Microsoft Outlook, Proofreading, Editing, Document Management, Technical Documentation, Product Demonstration, Writing
4.7
Rating, 4.7 out of 5 stars
4.9K reviews
Beginner · Specialization · 3 - 6 Months
Google
Start the UX Design Process: Empathize, Define, and Ideate
Skills you'll gain: User Experience Design, User Story, Ideation, Usability, Web Content Accessibility Guidelines, User Research, Design Thinking, Human Centered Design, Competitive Analysis, Persona Development
4.8
Rating, 4.8 out of 5 stars
16K reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Web Design for Everybody: Basics of Web Development & Coding
Skills you'll gain: Wireframing, Responsive Web Design, HTML and CSS, Web Content Accessibility Guidelines, Cascading Style Sheets (CSS), Web Design, Hypertext Markup Language (HTML), Browser Compatibility, Bootstrap (Front-End Framework), Javascript, Front-End Web Development, User Interface (UI), Verification And Validation, Web Development, Interactive Design, Web Design and Development, Application Frameworks, Event-Driven Programming, Web Applications, Usability
4.7
Rating, 4.7 out of 5 stars
35K reviews
Beginner · Specialization · 3 - 6 Months
Coursera Project Network
Getting Started with Microsoft Excel
Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Entry, Microsoft 365
4.6
Rating, 4.6 out of 5 stars
11K reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Colorado Boulder
The Structured Query Language (SQL)
Skills you'll gain: SQL, Database Systems, Database Theory, Query Languages, Database Design, Relational Databases, Data Access, Data Analysis, Data Manipulation, Data Management
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
915 reviews
Beginner · Course · 1 - 3 Months
DeepLearning.AI
Generative AI with Large Language Models
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Artificial Intelligence, Applied Machine Learning, Scalability, Natural Language Processing, Machine Learning Methods, Application Deployment, Reinforcement Learning, User Feedback, Performance Tuning, Application Performance Management
4.8
Rating, 4.8 out of 5 stars
3.2K reviews
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Google Cloud Big Data and Machine Learning Fundamentals
Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Dashboard, MLOps (Machine Learning Operations), Big Data, Data Visualization Software, Data Processing, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Data Warehousing, Machine Learning, Feature Engineering
4.6
Rating, 4.6 out of 5 stars
16K reviews
Beginner · Course · 1 - 3 Months
University of Michigan
Using Databases with Python
Skills you'll gain: Relational Databases, Database Design, SQL, Databases, Web Scraping, Data Modeling, Database Management, Data Visualization Software, Object Oriented Programming (OOP), Data Processing, Data Storage, Python Programming, Application Programming Interface (API)
4.8
Rating, 4.8 out of 5 stars
21K reviews
Beginner · Course · 1 - 3 Months
IBM
IBM Full-Stack JavaScript Developer
Skills you'll gain: Istio, Node.JS, Software Development Life Cycle, Server Side, MongoDB, Application Deployment, CI/CD, Kubernetes, Cloud-Native Computing, React Redux, NoSQL, Restful API, OpenShift, Git (Version Control System), Cloud Applications, Containerization, GitHub, HTML and CSS, Ajax, Interviewing Skills
4.6
Rating, 4.6 out of 5 stars
6.6K reviews
Beginner · Professional Certificate · 3 - 6 Months
Tableau Learning Partner
Data Analysis with Tableau
Skills you'll gain: Exploratory Data Analysis, Tableau Software, Statistical Visualization, Data Analysis, Descriptive Statistics, Predictive Analytics, Data Processing, Box Plots, Statistical Analysis, Data Cleansing, Scatter Plots, Data Visualization Software, Trend Analysis, Analytics, Histogram, Data Transformation, Business Analytics, Data Manipulation, Regression Analysis, Correlation Analysis
4.4
Rating, 4.4 out of 5 stars
78 reviews
Beginner · Course · 1 - 4 Weeks
University of Pennsylvania
Introduction to Programming with Python and Java
Skills you'll gain: Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Eclipse (Software), Data Structures, Data Science, Data Cleansing, Debugging, Pivot Tables And Charts, Data Visualization Software, Integrated Development Environments, Programming Principles, Python Programming, Computer Programming, Computational Thinking
4.5
Rating, 4.5 out of 5 stars
1.8K reviews
Beginner · Specialization · 3 - 6 Months