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

Status: Free Trial
Status: AI skills
Google Cloud
Google Cloud Data Analytics
Skills you'll gain: Data Lakes, Data Storytelling, Data Governance, Data Presentation, Data Architecture, Data Pipelines, Data Visualization Software, Dashboard, Data Management, Cloud Infrastructure, Generative AI, Data Cleansing, Cloud Storage, Data Transformation, Cloud Computing, Google Cloud Platform, Database Management, Data Ethics, Data Analysis, Analytics
4.4
Rating, 4.4 out of 5 stars
171 reviews
Beginner · Professional Certificate · 3 - 6 Months
Northeastern University
Healthcare Analytics Essentials
Skills you'll gain: Health Informatics, Business Analytics, Analytics, Patient Safety, Health Care, Health Administration, Healthcare Industry Knowledge, Statistical Analysis, Business Intelligence, Quantitative Research, Performance Measurement, Performance Metric, Data Analysis, Data-Driven Decision-Making, Descriptive Analytics, Peer Review, Data Collection
4.6
Rating, 4.6 out of 5 stars
33 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Pennsylvania
Accounting Analytics
Skills you'll gain: Financial Data, Financial Analysis, Financial Statement Analysis, Financial Forecasting, Business Analytics, Predictive Analytics, Analytics, Forecasting, Financial Statements, Accounting, Business Metrics, Performance Analysis, Anomaly Detection, Return On Investment, Key Performance Indicators (KPIs), Business Strategy
4.5
Rating, 4.5 out of 5 stars
3K reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Introduction to Data Analytics for Business
Skills you'll gain: Data Governance, Data Storage Technologies, Analytics, Business Analytics, Data Storage, Big Data, Databases, Business Intelligence, Data Analysis, Relational Databases, Data Quality, SQL, Organizational Structure, Cloud Computing
4.7
Rating, 4.7 out of 5 stars
3.2K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Google
Google Advanced Data Analytics Capstone
Skills you'll gain: Regression Analysis, Data Visualization, Statistical Analysis, Advanced Analytics, Data Analysis, Business Analytics, Data-Driven Decision-Making, Predictive Modeling, Machine Learning Methods, Interviewing Skills, Portfolio Management
4.9
Rating, 4.9 out of 5 stars
1.2K reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
Meta
Python Data Analytics
Skills you'll gain: Pandas (Python Package), Data Analysis, Exploratory Data Analysis, Data Modeling, Data Manipulation, Jupyter, Data Processing, Matplotlib, Programming Principles, Data Cleansing, Data Visualization Software, Python Programming, Scripting
4.3
Rating, 4.3 out of 5 stars
199 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Rutgers the State University of New Jersey
Supply Chain Analytics
Skills you'll gain: Competitive Analysis, Supply Chain, Supply Chain Management, Market Share, Benchmarking, Transportation, Supply Chain, and Logistics, Customer experience improvement, Analytics, Financial Analysis, Inventory Management System, Data Analysis, Cost Estimation, Data-Driven Decision-Making, Cost Reduction
4.7
Rating, 4.7 out of 5 stars
805 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Instructor Network
Marketing Analytics: Data Predictions and Dashboards
Skills you'll gain: Marketing Analytics, Dashboard, Predictive Modeling, Data-Driven Decision-Making, Data Storytelling, Marketing Strategies, Marketing, Data Visualization Software, Analytics, Customer Insights, Market Research, Data Analysis, Analytical Skills
3.9
Rating, 3.9 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Excel Basics for Data Analysis
Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Analysis, Data Import/Export, Spreadsheet Software, Data Wrangling, Data Quality, Pivot Tables And Charts, Google Sheets, Data Manipulation, Data Visualization Software, Information Privacy
4.8
Rating, 4.8 out of 5 stars
9.7K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Accounting Data Analytics
Skills you'll gain: Machine Learning Algorithms, Jupyter, Tableau Software, Matplotlib, Data Visualization Software, Unsupervised Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, Machine Learning, Excel Macros, Text Mining, Applied Machine Learning, Time Series Analysis and Forecasting, Data Processing, Analytics, SQL, Supervised Learning, Accounting and Finance Software, Specialized Accounting
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
564 reviews
Intermediate · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Applying Data Analytics in Finance
Skills you'll gain: Time Series Analysis and Forecasting, Portfolio Management, Financial Forecasting, Financial Analysis, Analytics, Financial Trading, Financial Market, Performance Analysis, Statistical Analysis, Investment Management, Risk Management, Regression Analysis, Algorithms
4.4
Rating, 4.4 out of 5 stars
219 reviews
Intermediate · Course · 1 - 3 Months
Northeastern University
Data Analytics Engineering: Probability & Techniques
Skills you'll gain: Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Statistical Analysis, Data Structures, Data Cleansing, Descriptive Statistics, Data Visualization Software, Python Programming
Mixed · Course · 1 - 4 Weeks