Analytics is the system of applying certain methods and techniques to understand the performance of data, generally in an organization or industry. The application of analytics can be used to uncover and interpret relevant patterns of data, which can be later used to make better decisions. Analytics relies on good data as part of its usefulness, as well as the aspects of statistics, computer programming, and operations research to quantify performance. Analytics exists in business when companies use statistics and software processes in assessing how a particular product, service, or project measures up in scope. Businesses perform analytics to pinpoint strengths, identify challenges or weaknesses that may exist, and pull out key data points to help make decisions regarding future growth for the organization.

Learning analytics is a key skill that helps you solve problems to existing challenges. When you use analytics tools to research data patterns, you use methods of analyzing performance characteristics that are essential to a business organization. This is important in today's world of big data. Understanding analytics can make you a valuable asset when assessing areas rich with recorded information, performance indicators, and target goals.

What are typical careers that use analytics?

Analytics is found in a wide range of careers, including business analyst, budget analyst, financial controller, data scientist, and operations researcher. Individuals who move into these and other careers in data analytics often work with raw data and algorithms through mechanical processes to make assumptions and theories. Essentially, with knowledge of analytics, you can move into a job that requires a familiarity with numeric relationships, data structures, and trends and metrics relevant to an organization.

How can taking online courses on Coursera help me learn analytics?

When you take online courses in analytics, you can gain a new understanding of key concepts like data analysis and visualization, mathematical optimization, regression analysis, predictive modeling, and other areas focused on business analytics. Taking online courses about analytics can help you achieve basic data literacy to help you make more informed decisions in any area you work in, like finance, operations, or marketing. As you branch out, you may advance your analytics understanding to include how to extract and manipulate data points, how to use different statistical analysis methods to break down the data, and how to eventually interpret and present your findings.

What are the benefits of taking an online Analytics course?

Online Analytics courses offer a convenient and flexible way to enhance your existing knowledge or learn new Analytics skills. With a wide range of Analytics classes, you can conveniently learn at your own pace to advance your Analytics career.

What Analytics courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Analytics, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Analytics Courses - Learn Analytics Online

Explore the Analytics Course Catalog

Fractal Analytics
Generative AI for Business - A Leaders' Handbook
Skills you'll gain: Generative AI, Business Leadership, Key Performance Indicators (KPIs), Business Marketing, Strategic Thinking, Business Transformation, Deep Learning, Business Strategy, Performance Measurement, Business Risk Management, Business Ethics, Innovation, Data Ethics, Artificial Intelligence, Technical Consulting, Content Creation, Customer Engagement
4.5
Rating, 4.5 out of 5 stars
24 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Business Analytics for Decision Making
Skills you'll gain:
4.6
Rating, 4.6 out of 5 stars
1.9K reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Introduction to Business Analysis Using Spreadsheets: Basics
Skills you'll gain: Google Sheets, Spreadsheet Software, Data Presentation, Data Analysis, Data Visualization Software, Productivity Software, Business Analysis, Data Manipulation, Descriptive Statistics, Statistics, Excel Formulas, Data Cleansing, Mathematical Software
4.3
Rating, 4.3 out of 5 stars
997 reviews
Beginner · Guided Project · Less Than 2 Hours
University of Toronto
Gender Analytics for Innovation
Skills you'll gain: Diversity Awareness, Diversity and Inclusion, Gap Analysis, Innovation, Analysis, Design Thinking, Sociology, Business Analysis, Cultural Diversity, Market Opportunities, Risk Analysis, Risk Mitigation, Data Collection
4.8
Rating, 4.8 out of 5 stars
311 reviews
Beginner · Course · 1 - 4 Weeks
Fractal Analytics
Generative AI - Your Personal Code Reviewer
Skills you'll gain: Generative AI, Code Review, Debugging, Data Ethics, Artificial Intelligence, Program Development, Data Processing, Maintainability, Applied Machine Learning, Data Cleansing, Computer Programming, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks
HRCI
HRCI Human Resource Associate
Skills you'll gain: Talent Acquisition, Training and Development, Compensation and Benefits, Adult Learning Principles, Recruitment, Employee Training, Full Cycle Recruitment, Job Analysis, Employee Performance Management, Compensation Management, Job Evaluation, Developing Training Materials, Compensation Strategy, Human Resource Policies, Occupational Safety and Health Administration (OSHA), Organizational Structure, Conflict Management, Occupational Safety And Health, Business Continuity Planning, Risk Management
4.8
Rating, 4.8 out of 5 stars
2.4K reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Illinois Urbana-Champaign
Introduction to Accounting Data Analytics and Visualization
Skills you'll gain: Data Visualization, Tableau Software, Data Presentation, Data Visualization Software, Excel Macros, Analytics, Accounting Software, Accounting and Finance Software, Analytical Skills, Pivot Tables And Charts, Accounting Systems, Business Analytics, Microsoft Excel, Financial Data, Spreadsheet Software, Data Collection, Data-Driven Decision-Making, Data Manipulation, Excel Formulas, Analysis
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
440 reviews
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Digital Marketing Analytics in Theory
Skills you'll gain: Marketing Analytics, Web Analytics, Marketing Effectiveness, Digital Marketing, Marketing Strategies, Analytics, Consumer Behaviour, Data Analysis, Data Collection, Advertising, Regulation and Legal Compliance, Customer Analysis
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
4.8K reviews
Beginner · Course · 1 - 4 Weeks
Fractal Analytics
Generative AI in User Research and Design Thinking
Skills you'll gain: User Research, Design Thinking, Human Centered Design, Generative AI, Data Synthesis, Artificial Intelligence, User Experience, Persona (User Experience), User Flows, Customer Insights, Data-Driven Decision-Making, Strategic Thinking, Data Collection, Business Ethics, Ethical Standards And Conduct
Beginner · Course · 1 - 4 Weeks
Meta
Data Analytics Methods for Marketing
Skills you'll gain: Marketing Analytics, Marketing Effectiveness, A/B Testing, Target Audience, Marketing Strategies, Marketing Planning, Customer Insights, Advertising, Sales Process, Regression Analysis, Forecasting, Data Analysis, Key Performance Indicators (KPIs)
4.7
Rating, 4.7 out of 5 stars
264 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Predictive Modeling and Analytics
Skills you'll gain: Predictive Analytics, Exploratory Data Analysis, Business Analytics, Data Analysis, Statistical Modeling, Data Visualization Software, Regression Analysis, Machine Learning Methods, Supervised Learning, Decision Tree Learning, Data Cleansing, Data Transformation, Artificial Neural Networks
3.6
Rating, 3.6 out of 5 stars
599 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free
Maven Analytics
Complete Visual Guide to Machine Learning
Skills you'll gain: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Data Mining, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Random Forest Algorithm
Beginner · Course · 1 - 3 Months