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.

Ready to start learning data science but not sure which course to choose?

Take a short quiz to find the data science course that best fits your goals—whether you're exploring data analysis, Python programming, machine learning, or tools like SQL and Tableau. Take the quiz to discover your ideal starting point.

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"

Status: Free Trial
IBM
Python for Data Science, AI & Development
Skills you'll gain: Jupyter, Web Scraping, Python Programming, Data Collection, Object Oriented Programming (OOP), Pandas (Python Package), Programming Principles, Data Structures, NumPy, Data Processing, Data Manipulation, Application Programming Interface (API), Data Import/Export, Computer Programming, Data Analysis
4.6
Rating, 4.6 out of 5 stars
42K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Databases and SQL for Data Science with Python
Skills you'll gain: SQL, Relational Databases, Stored Procedure, Database Design, Databases, Database Management, Data Analysis, Data Manipulation, Pandas (Python Package), Transaction Processing, Python Programming
4.7
Rating, 4.7 out of 5 stars
22K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Introduction to Data Science
Skills you'll gain: SQL, Data Literacy, Relational Databases, Data Mining, Jupyter, Stored Procedure, Data Analysis Software, Database Design, Data Science, Data Visualization Software, Data Analysis, Statistical Programming, Data Modeling, Databases, R Programming, Database Management, Data Cleansing, Computer Programming Tools, Stakeholder Engagement, Python Programming
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
100K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
IBM
Python Project for Data Science
Skills you'll gain: Dashboard, Web Scraping, Jupyter, Pandas (Python Package), Interactive Data Visualization, Data Structures, Data Processing, Data Science, Python Programming, Data Analysis, Data Capture, NumPy, Data Manipulation
4.5
Rating, 4.5 out of 5 stars
4.7K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Applied Data Science with Python
Skills you'll gain: Data Visualization, Matplotlib, Network Analysis, Machine Learning Algorithms, Supervised Learning, Pandas (Python Package), Data Visualization Software, Text Mining, Interactive Data Visualization, Plot (Graphics), Applied Machine Learning, Scikit Learn (Machine Learning Library), Visualization (Computer Graphics), Data Presentation, Statistical Methods, Data Manipulation, Network Model, Graph Theory, Natural Language Processing, Python Programming
4.5
Rating, 4.5 out of 5 stars
34K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
IBM
Data Science Fundamentals with Python and SQL
Skills you'll gain: SQL, Statistical Hypothesis Testing, Relational Databases, Statistical Analysis, Dashboard, Descriptive Statistics, Jupyter, Data Visualization, Stored Procedure, Statistical Methods, Web Scraping, Probability Distribution, Probability & Statistics, Statistics, Regression Analysis, Data Analysis Software, Database Design, Data Visualization Software, Data Science, Python Programming
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
73K reviews
Beginner · Specialization · 3 - 6 Months

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Status: Free Trial
IBM
Applied Data Science
Skills you'll gain: Data Wrangling, Matplotlib, Predictive Modeling, Data Visualization Software, Plotly, Dashboard, Exploratory Data Analysis, Seaborn, Data Visualization, Data Manipulation, Data Import/Export, Statistical Visualization, Statistical Modeling, Web Scraping, Jupyter, Data Analysis, Statistical Reporting, Python Programming, Data Science, Machine Learning
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
59K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free
Coursera Project Network
Data Science Challenge
Skills you'll gain: Jupyter, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Python Programming, Predictive Modeling, Data Science, Data Manipulation, Predictive Analytics, Data Analysis
4.7
Rating, 4.7 out of 5 stars
171 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Michigan
Introduction to Data Science in Python
Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Manipulation, NumPy, Statistical Analysis, Data Science, Sampling (Statistics), Probability & Statistics, Unstructured Data, Statistical Hypothesis Testing, Python Programming, Data Cleansing, Data Analysis, Data Import/Export, Programming Principles
4.5
Rating, 4.5 out of 5 stars
27K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Data Analysis with Python
Skills you'll gain: Data Wrangling, Predictive Modeling, Exploratory Data Analysis, Data Manipulation, Data Import/Export, Statistical Modeling, Data Analysis, Data Visualization, Regression Analysis, Visualization (Computer Graphics), Predictive Analytics, Data Cleansing, Correlation Analysis, Statistical Analysis, Pandas (Python Package), Machine Learning Methods, Descriptive Statistics, Python Programming
4.7
Rating, 4.7 out of 5 stars
19K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Google
Google Advanced Data Analytics
Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Data Ethics, Statistics, Unsupervised Learning, Data Presentation, Data Visualization Software, Data Visualization, Data Analysis, Machine Learning, Data Manipulation, Data Science, Tableau Software, Interviewing Skills, Python Programming, Advanced Analytics
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
7.5K reviews
Advanced · Professional Certificate · 3 - 6 Months
Status: Free Trial
Status: AI skills
IBM
IBM Data Analyst
Skills you'll gain: Data Storytelling, Data Visualization, Data Wrangling, SQL, Extract, Transform, Load, Pivot Tables And Charts, Matplotlib, Exploratory Data Analysis, Predictive Modeling, Relational Databases, Data Analysis, Data Visualization Software, Data Cleansing, Data Ethics, Dashboard, Jupyter, IBM Cognos Analytics, Microsoft Excel, Python Programming, Interviewing Skills
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
94K reviews
Beginner · Professional Certificate · 3 - 6 Months