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"

Status: Free Trial
University of Illinois Urbana-Champaign
Introduction to Accounting Data Analytics and Visualization
Skills you'll gain: Tableau Software, Data Visualization Software, Excel Macros, Analytics, Accounting and Finance Software, Specialized Accounting, Analytical Skills, Pivot Tables And Charts, Accounting Systems, Business Analytics, Microsoft Excel, Data Collection, Data-Driven Decision-Making, Data Analysis, Regression Analysis
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
442 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Generative AI: Business Transformation and Career Growth
Skills you'll gain: Generative AI, OpenAI, Leadership and Management, Business Leadership, Strategic Leadership, ChatGPT, Prompt Engineering, Business Development, Content Creation, Business Transformation, Innovation, Emerging Technologies, Digital Transformation
4.6
Rating, 4.6 out of 5 stars
145 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Mastering Data Analysis with Pandas
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy
4.6
Rating, 4.6 out of 5 stars
165 reviews
Beginner · Guided Project · Less Than 2 Hours
Universidad de los Andes
Analítica de Procesos: Optimización desde los Datos
Skills you'll gain: Process Analysis, Process Improvement, Business Process, Process Optimization, Business Process Modeling, Data Transformation, Performance Analysis, Data Mining, Simulation and Simulation Software, Automation
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
85 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Full Stack Application Development Capstone Project
Skills you'll gain: Full-Stack Web Development, CI/CD, Kubernetes, Application Deployment, Application Development, Front-End Web Development, Restful API, Software Architecture, Microservices, Web Applications, Containerization, Serverless Computing, Cloud Applications, HTML and CSS, Back-End Web Development, Docker (Software), Node.JS, User Accounts, IBM Cloud, React.js
4.6
Rating, 4.6 out of 5 stars
181 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
IBM
Full Stack Software Developer Assessment
Skills you'll gain: Cloud Computing, Back-End Web Development, DevOps, Full-Stack Web Development, OpenShift, CI/CD, Software Development, Cloud-Native Computing, Web Applications, Microservices, Containerization, GitHub, Kubernetes, Web Development, Node.JS, Git (Version Control System), Serverless Computing, Docker (Software), Server Side, Django (Web Framework)
4.7
Rating, 4.7 out of 5 stars
273 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Illinois Urbana-Champaign
Introduction to Applied Business Analytics
Skills you'll gain: Business Analytics, Analytics, Data Processing, Exploratory Data Analysis, Data Literacy, Business Intelligence, Business Process, Jupyter, Data Visualization, Data Manipulation, Data Cleansing, Pandas (Python Package), Data Transformation, Technical Communication, Data-Driven Decision-Making, Integrated Development Environments, Python Programming, Data Structures
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
286 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
New York University
Reinforcement Learning in Finance
Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Markov Model, Financial Modeling, Securities Trading, Portfolio Management, Risk Management, Market Dynamics, Machine Learning, Estimation
3.6
Rating, 3.6 out of 5 stars
134 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Introduction to Test and Behavior Driven Development
Skills you'll gain: Test Driven Development (TDD), Gherkin (Scripting Language), Code Coverage, Behavior-Driven Development, Software Testing, Unit Testing, Test Automation, Test Case, Test Data, Integration Testing, Restful API, Microservices
4.8
Rating, 4.8 out of 5 stars
231 reviews
Intermediate · Course · 1 - 3 Months
ESCP Business School
Comprendre l'écologie, pour une économie innovante
Skills you'll gain: Energy and Utilities, Environmental Issue, Environment, Economic Development, Economics, Public Health, Environmental Science, Socioeconomics, Environmental Resource Management, Systems Thinking, Biology, Innovation, Governance
4.6
Rating, 4.6 out of 5 stars
323 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
The Hong Kong University of Science and Technology
Protecting Business Innovations via Patent
Skills you'll gain: Intellectual Property, Business Process, Innovation, Business Strategy, Commercialization, New Product Development, Law, Regulation, and Compliance, Lawsuits, Legal Strategy
4.8
Rating, 4.8 out of 5 stars
525 reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Detecting COVID-19 with Chest X-Ray using PyTorch
Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Machine Learning Methods, Medical Imaging, Computer Vision, X-Ray Computed Tomography
4.5
Rating, 4.5 out of 5 stars
338 reviews
Intermediate · Guided Project · Less Than 2 Hours