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"

Multiple educators
Data Science Foundations
Skills you'll gain: Data Science, Python Programming, R Programming, Big Data, Cloud Computing, Computer Programming, Correlation And Dependence, Data Analysis, Data Mining, Deep Learning, IBM Cloud, Machine Learning, Regression, Writing
4.6
Rating, 4.6 out of 5 stars
109K reviews
Beginner · Specialization · 3 - 6 Months
DeepLearning.AI
Mathematics for Machine Learning and Data Science
Skills you'll gain: Machine Learning, Calculus, Differential Equations, Mathematics, Machine Learning Algorithms, Regression, Algebra, Algorithms, Artificial Neural Networks, General Statistics, Linear Algebra, Probability & Statistics, Statistical Analysis
4.6
Rating, 4.6 out of 5 stars
2.5K reviews
Intermediate · Specialization · 1 - 3 Months
IBM
Databases and SQL for Data Science with Python
Skills you'll gain: Cloud Computing, Computer Programming, Databases, Python Programming, SQL
4.7
Rating, 4.7 out of 5 stars
21K reviews
Beginner · 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
IBM
Data Science Fundamentals with Python and SQL
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Basic Descriptive Statistics, Python Programming, Statistical Analysis, Statistical Tests, Mathematical Theory & Analysis, Statistical Programming, Data Science, Data Visualization, R Programming, Computer Programming, Cloud Computing, Databases, IBM Cloud, SQL
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
68K reviews
Beginner · Specialization · 3 - 6 Months
IBM
Introduction to Data Analytics
Skills you'll gain: Data Analysis, Databases, Python Programming, SQL, Data Management, Data Mining, Data Science, Data Visualization, NoSQL, R Programming, Big Data, Microsoft Excel
4.8
Rating, 4.8 out of 5 stars
17K reviews
Beginner · Course · 1 - 3 Months
Status: [object Object]
IBM
IBM Data Analyst
Skills you'll gain: Python Programming, Microsoft Excel, Data Visualization, Spreadsheet Software, Data Analysis, Plot (Graphics), Exploratory Data Analysis, Statistical Visualization, Business Analysis, Business Communication, Communication, Databases, Human Resources, Planning, SQL, Data Management, Data Mining, Data Science, General Statistics, NoSQL, R Programming, Big Data, Cloud Computing, Computer Programming, Data Visualization Software, Interactive Data Visualization, Machine Learning, Machine Learning Algorithms, Probability & Statistics, Regression
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
86K reviews
Beginner · Professional Certificate · 3 - 6 Months
IBM
Data Science Methodology
Skills you'll gain: Data Analysis, Data Mining, Data Model, Data Science, Python Programming
4.6
Rating, 4.6 out of 5 stars
21K reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Executive Data Science
Skills you'll gain: Data Analysis, Exploratory Data Analysis, Probability & Statistics, Data Management, Critical Thinking, General Statistics, Leadership and Management, Data Model, Decision Making, Experiment, Statistical Analysis, Data Analysis Software, Machine Learning, Statistical Visualization, Correlation And Dependence, Data Visualization, Machine Learning Algorithms, Strategy and Operations, Human Resources, Talent Management, Communication, Human Learning, Organizational Development, People Management
4.5
Rating, 4.5 out of 5 stars
11K reviews
Beginner · Specialization · 1 - 3 Months
Johns Hopkins University
Genomic Data Science
Skills you'll gain: Bioinformatics, Computer Programming, Data Analysis, Python Programming, Computational Thinking, General Statistics, Exploratory Data Analysis, R Programming, Algorithms, Computer Programming Tools, Data Analysis Software, Biostatistics, Statistical Analysis, Programming Principles, Probability & Statistics, Statistical Tests, Data Structures, Operating Systems, Research and Design, Big Data, Computational Logic, Critical Thinking, Problem Solving, Statistical Programming, Experiment, Correlation And Dependence
4.5
Rating, 4.5 out of 5 stars
6.5K reviews
Intermediate · Specialization · 3 - 6 Months
IBM
Python Project for Data Science
Skills you'll gain: Python Programming, Computer Programming, Data Analysis, Data Science
4.5
Rating, 4.5 out of 5 stars
4.4K reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
A Crash Course in Data Science
Skills you'll gain: Data Analysis, Exploratory Data Analysis, Data Analysis Software, Data Management, Machine Learning, Machine Learning Algorithms, Critical Thinking, Data Model, Probability & Statistics, Data Visualization, General Statistics, Human Learning, Leadership and Management
4.5
Rating, 4.5 out of 5 stars
8.2K reviews
Beginner · Course · 1 - 4 Weeks