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"

Duke University
Programming Fundamentals
Skills you'll gain: Programming Principles, Algorithms, Pseudocode, Computational Thinking, Computer Programming, Data Structures, Development Testing, Debugging
4.7
Rating, 4.7 out of 5 stars
6.9K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
American Museum of Natural History
The Science of Stem Cells
Skills you'll gain: Medical Science and Research, Clinical Research, Clinical Trials, Life Sciences, General Science and Research, Patient Treatment, Health Care, Emerging Technologies, Ethical Standards And Conduct
4.7
Rating, 4.7 out of 5 stars
3.1K reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Princeton University
Algorithms, Part I
Skills you'll gain: Data Structures, Algorithms, Java, Theoretical Computer Science, Performance Tuning, Computer Science, Object Oriented Programming (OOP), Scalability
4.9
Rating, 4.9 out of 5 stars
12K reviews
Intermediate · Course · 3 - 6 Months
Coursera Project Network
Python for Data Analysis: Pandas & NumPy
Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Computer Programming
4.4
Rating, 4.4 out of 5 stars
315 reviews
Beginner · Guided Project · Less Than 2 Hours
Google
Analyze Data to Answer Questions
Skills you'll gain: Data Validation, Spreadsheet Software, Data Analysis, Data Manipulation, Excel Formulas, Query Languages, Pivot Tables And Charts, SQL, Data Transformation, Database Management, Data Import/Export, Constructive Feedback
4.6
Rating, 4.6 out of 5 stars
12K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
The Hong Kong University of Science and Technology
Chinese Politics Part 1 – China and Political Science
Skills you'll gain: Political Sciences, Public Policies, Policy Analysis, Social Sciences, International Relations, Economics, Economic Development, Governance, Culture
4.8
Rating, 4.8 out of 5 stars
347 reviews
Beginner · Course · 1 - 3 Months
IBM
Data Warehouse Fundamentals
Skills you'll gain: Data Warehousing, Extract, Transform, Load, Star Schema, IBM DB2, Data Modeling, Snowflake Schema, PostgreSQL, Database Design, Data Architecture, Data Mart, Data Lakes, Data Validation, Data Integration, SQL, Data Cleansing, Query Languages, Data Quality
4.4
Rating, 4.4 out of 5 stars
217 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Yale University
Introduction to Psychology
Skills you'll gain: Psychology, Mental and Behavioral Health Specialties, Psychiatry, Mental Health, Human Development, Human Learning, Social Sciences, Psychotherapy, Behavioral Health, Sociology, Creativity, Non-Verbal Communication
4.9
Rating, 4.9 out of 5 stars
31K reviews
Beginner · Course · 1 - 3 Months
Vanderbilt University
ChatGPT Advanced Data Analysis
Skills you'll gain: Data Presentation, ChatGPT, Document Management, Productivity Software, Artificial Intelligence, Microsoft Excel, Data Analysis, Generative AI, Information Management, Data Transformation, Workflow Management, Content Creation, Automation, Complex Problem Solving
4.8
Rating, 4.8 out of 5 stars
697 reviews
Beginner · Course · 1 - 3 Months
Duke University
Python, Bash and SQL Essentials for Data Engineering
Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Scripting, Cloud Engineering, Command-Line Interface, Development Environment
4.5
Rating, 4.5 out of 5 stars
421 reviews
Beginner · Specialization · 3 - 6 Months
Johns Hopkins University
Introduction to Genomic Technologies
Skills you'll gain: Bioinformatics, Data Science, Science and Research, Data Analysis, Programming Principles, Computer Science, Statistical Analysis, Computational Thinking, Life Sciences, Big Data, Biostatistics, Statistical Methods, Software Engineering, Algorithms
4.6
Rating, 4.6 out of 5 stars
4.7K reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
Stanford University
Game Theory
Skills you'll gain: Game Theory, Business Strategy, Strategic Decision-Making, Mathematical Modeling, Graph Theory, Bayesian Statistics, Decision Making, Behavioral Economics, Probability, Economics, Competitive Analysis, Algorithms, Theoretical Computer Science, Human Learning, Probability Distribution
4.6
Rating, 4.6 out of 5 stars
4.8K reviews
Beginner · Course · 1 - 3 Months