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

Status: Free Trial

L&T EduTech

Petroleum Engineering with AI Applications

Skills you'll gain: Energy and Utilities, Safety Assurance, Environmental Regulations, Accident Prevention, Environment and Resource Management, Big Data, Plant Operations and Management, Waste Minimization, Fire And Life Safety, Process Engineering, Chemical Engineering, Risk Analysis, Environmental Engineering, Failure Mode And Effects Analysis, Data Processing, Process Control, Electric Power Systems, Applied Machine Learning, Manufacturing and Production, Artificial Intelligence and Machine Learning (AI/ML)

Status: Free Trial

Google Cloud

Google Sheets - Advanced Topics

Skills you'll gain: Google Sheets, Excel Formulas, Spreadsheet Software, Google Workspace, Data Validation, Data Visualization, Productivity Software, Data Analysis Software, Data Integration, Data Import/Export, Automation

National Taiwan University

人工智慧：搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)

Skills you'll gain: Computational Logic, Logical Reasoning, Artificial Intelligence, Programming Principles, Computer Science, Computational Thinking, Algorithms, Game Theory

Georgia Institute of Technology

Games without Chance: Combinatorial Game Theory

Skills you'll gain: Game Theory, Combinatorics, Mathematical Theory & Analysis, Computational Logic, Mathematical Modeling

Universitat de Barcelona

Técnicas Microscópicas de Caracterización

Skills you'll gain: Laboratory Equipment, Laboratory Research, Medical Imaging, Semiconductors, Failure Analysis, Physics, Image Analysis, Chemistry, Experimentation, Scientific Visualization

University at Buffalo

Renewable Energy: Fundamentals and Job Opportunities

Skills you'll gain: Building Design, Energy and Utilities, Electrical Power, Electric Power Systems, Architectural Design, Environmental Science, Sustainability Reporting, Environmental Engineering, Environment, Workforce Planning, Gap Analysis, Workforce Development, Engineering, Emerging Technologies, Semiconductors

Status: Free Trial

IBM

Full Stack Software Developer Assessment

Skills you'll gain: Cloud Computing, Cloud Infrastructure, Cloud Services, JavaScript Frameworks, Back-End Web Development, DevOps, Full-Stack Web Development, OpenShift, Version Control, Cloud Development, CI/CD, Software Development, Cloud-Native Computing, Web Applications, Microservices, Containerization, Kubernetes, Web Development, Serverless Computing, Docker (Software)

Coursera Project Network

Mastering Data Analysis with Pandas

Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy

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

Status: Free Trial

Unilever

Customer Understanding and Digital Marketing Channels

Skills you'll gain: Customer Insights, Digital Marketing, Customer Analysis, Marketing Strategies, Customer experience strategy (CX), Marketing Planning, Content Marketing, Social Media Marketing, Marketing Channel, Target Audience, Persona Development, Marketing Analytics, Brand Marketing, Goal Setting, E-Commerce

École Polytechnique Fédérale de Lausanne

Interest Rate Models

Skills you'll gain: Derivatives, Financial Market, Risk Management, Investments, Financial Modeling, Market Data, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics

INSEAD

Web3 and Blockchain Fundamentals

Skills you'll gain: Digital Assets, Blockchain, Emerging Technologies, FinTech, Business Transformation, Digital Transformation, E-Commerce, Technical Design, Scalability, Governance

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