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
University of Michigan
Intermediate PostgreSQL
Skills you'll gain: Stored Procedure, PostgreSQL, SQL, Database Management, Database Design, Relational Databases, Query Languages, Data Manipulation, Data Import/Export, Data Integrity, Text Mining, Transaction Processing
4.7
Rating, 4.7 out of 5 stars
323 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Exploratory Data Analysis With Python and Pandas
Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Statistical Analysis
4.5
Rating, 4.5 out of 5 stars
437 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Splunk Inc.
Splunk Search Expert
Skills you'll gain: Splunk, Correlation Analysis, Data Transformation, Data Manipulation, Data Visualization Software, Data Wrangling, Performance Tuning, Statistical Methods, Dashboard, Data Analysis Expressions (DAX), Statistical Analysis, Data Processing, Security Information and Event Management (SIEM), Data Analysis, Data Synthesis, Data Modeling, Ad Hoc Reporting, Time Series Analysis and Forecasting, Exploratory Data Analysis, Transaction Processing
4.6
Rating, 4.6 out of 5 stars
260 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Google Cloud
Preparing for your Professional Data Engineer Journey
Skills you'll gain: Data Maintenance, Google Cloud Platform, Data Pipelines, Data Storage, Data Analysis, Data Processing, Data Infrastructure, Data Management, Data Migration, Data Warehousing, Data Integration, Automation, Data Security
4.6
Rating, 4.6 out of 5 stars
1K reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
IE Business School
Positioning: What you need for a successful Marketing Strategy
Skills you'll gain: Product Marketing, Value Propositions, Target Market, Marketing, Product Strategy, Market Analysis, Marketing Strategy and Techniques, Market Trend, Competitive Analysis, Consumer Behaviour
4.5
Rating, 4.5 out of 5 stars
968 reviews
Beginner · Course · 1 - 4 Weeks
Knowledge Accelerators
Data-Driven Decisions with Power BI
Skills you'll gain: Power BI, Dashboard, Data Import/Export, Data Transformation, Data Analysis, Data Cleansing, Data Presentation, Data Modeling, Data Visualization Software, Business Intelligence Software, Interactive Data Visualization, Data-Driven Decision-Making, Data Sharing, Data Management
4.3
Rating, 4.3 out of 5 stars
263 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Differential Calculus through Data and Modeling
Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Estimation, Graphing, Mathematical Modeling, Numerical Analysis, Algebra, Trigonometry, Cost Estimation, Mathematical Software, Linear Algebra, Operations Research, Data Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Derivatives, Geometry
4.8
Rating, 4.8 out of 5 stars
349 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Microsoft
Microsoft Generative AI for Data Analysis
Skills you'll gain: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Data Visualization, Infographics, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Business Reporting, Risk Analysis, Text Mining, Risk Management, Data Quality, Data Pipelines
4.3
Rating, 4.3 out of 5 stars
66 reviews
Intermediate · Professional Certificate · 3 - 6 Months
Status: Free Trial
Interactive Brokers
Forex - Trading Around the World
Skills you'll gain: Financial Trading, International Finance, Financial Market, Securities Trading, Equities, Market Data, Market Dynamics, Investments, Product Knowledge, Profit and Loss (P&L) Management, Market Analysis, Order Management
4.4
Rating, 4.4 out of 5 stars
204 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Amazon Web Services
Building Data Lakes on AWS
Skills you'll gain: Data Lakes, Data Visualization, Data Architecture, Amazon Web Services, Data Infrastructure, Data Warehousing, Data Processing, Amazon S3, Query Languages, AWS Identity and Access Management (IAM), Data Management, Data Transformation, Data Governance, Data Import/Export, Data Storage
4.7
Rating, 4.7 out of 5 stars
293 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Emory University
Consulting Approach to Problem Solving
Skills you'll gain: Data Cleansing, Six Sigma Methodology, Management Consulting, Analytical Skills, Data Quality, Complex Problem Solving, Business Consulting, Data-Driven Decision-Making, Data Analysis, Data Collection, Consultative Approaches, Project Scoping, Client Services
4.8
Rating, 4.8 out of 5 stars
368 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Designing, Running, and Analyzing Experiments
Skills you'll gain: Statistical Analysis, Experimentation, Usability Testing, Usability, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, UI/UX Research, R Programming, User Experience, Research Design, Data Collection, Human Computer Interaction, Statistical Modeling, Regression Analysis
3.6
Rating, 3.6 out of 5 stars
592 reviews
Intermediate · Course · 1 - 3 Months