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

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Results for "data science"

Google
Foundations of Data Science
Skills you'll gain: Communication, Data Analysis, Planning, Project Management
4.7
Rating, 4.7 out of 5 stars
2.8K reviews
Advanced · Course · 1 - 3 Months
Google
Google Advanced Data Analytics
Skills you'll gain: Communication, Computer Programming, Data Analysis, Data Visualization, Exploratory Data Analysis, General Statistics, Machine Learning, Planning, Probability Distribution, Project Management, Python Programming, Regression, Statistical Analysis, Tableau Software
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
5.3K reviews
Advanced · Professional Certificate · 3 - 6 Months
Johns Hopkins University
Advanced Statistics for Data Science
Skills you'll gain: General Statistics, Probability & Statistics, Mathematics, Statistical Tests, Linear Algebra, Algebra, Regression, Statistical Analysis, Biostatistics, Probability Distribution, Bayesian Statistics, Correlation And Dependence, Estimation, Basic Descriptive Statistics, Mathematical Theory & Analysis
4.4
Rating, 4.4 out of 5 stars
748 reviews
Advanced · Specialization · 3 - 6 Months
Google
Google Business Intelligence
Skills you'll gain: Business Intelligence, Data Analysis, Data Management, Data Model, Data Visualization, Databases, Extract, Transform, Load, Strategy, Tableau Software
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
2.4K reviews
Advanced · Professional Certificate · 3 - 6 Months
Duke University
MLOps | Machine Learning Operations
Skills you'll gain: Applied Machine Learning, Big Data, Cloud Computing, Computer Programming, DevOps, Machine Learning, Machine Learning Software, Microsoft Azure, Python Programming
4.1
Rating, 4.1 out of 5 stars
382 reviews
Advanced · Specialization · 3 - 6 Months
Google
Get Started with Python
Skills you'll gain: Computer Programming, Data Analysis, Data Visualization, Python Programming
4.8
Rating, 4.8 out of 5 stars
1.4K reviews
Advanced · Course · 1 - 3 Months
Stanford University
Probabilistic Graphical Models 1: Representation
Skills you'll gain: Bayesian Network, Probability & Statistics, Probability Distribution, General Statistics, Graph Theory, Bayesian Statistics, Correlation And Dependence, Markov Model, Network Model, Decision Making
4.6
Rating, 4.6 out of 5 stars
1.4K reviews
Advanced · Course · 1 - 3 Months
Corporate Finance Institute
Practical Data Science for Data Analysts
Advanced · Specialization · 3 - 6 Months
University of Colorado Boulder
Foundations of Data Structures and Algorithms
Skills you'll gain: Algorithms, Theoretical Computer Science, Data Structures, Computer Programming, Graph Theory, Problem Solving, Computational Logic, Computational Thinking, Mathematical Theory & Analysis, Mathematics, Applied Mathematics, Python Programming
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
663 reviews
Advanced · Specialization · 3 - 6 Months
Google
Google Advanced Data Analytics Capstone
Skills you'll gain: Computer Programming, Data Analysis, Machine Learning, Python Programming
4.9
Rating, 4.9 out of 5 stars
1K reviews
Advanced · Course · 1 - 4 Weeks
IBM
IBM AI Enterprise Workflow
Skills you'll gain: Machine Learning, Data Analysis, Exploratory Data Analysis, Human Learning, Data Visualization, Algorithms, Dimensionality Reduction, Feature Engineering, Natural Language Processing, Python Programming, Business Process Management, Data Management, Data Structures, Statistical Programming, Strategy and Operations, Apache, Artificial Neural Networks, Data Science, Docker (Software)
4.3
Rating, 4.3 out of 5 stars
308 reviews
Advanced · Specialization · 3 - 6 Months
Google Cloud
Advanced Machine Learning on Google Cloud
Skills you'll gain: Machine Learning, Natural Language Processing, Google Cloud Platform, Cloud Computing, Tensorflow, Cloud Platforms, Artificial Neural Networks, Human Learning
4.5
Rating, 4.5 out of 5 stars
1.5K reviews
Advanced · Specialization · 3 - 6 Months