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

University of Michigan
Capstone: Retrieving, Processing, and Visualizing Data with Python
Skills you'll gain: Data Processing, Data Collection, Data Visualization Software, Data Manipulation, Python Programming, Exploratory Data Analysis, Algorithms, Data Analysis, Web Scraping, Unstructured Data
4.7
Rating, 4.7 out of 5 stars
14K reviews
Beginner · Course · 1 - 3 Months
Edureka
Mastering Power BI for Data Analytics & Storytelling
Skills you'll gain: Power BI, Snowflake Schema, Data Analysis Expressions (DAX), Data Modeling, Microsoft SQL Servers, AWS Identity and Access Management (IAM), Inventory Management System, Transact-SQL, Amazon Web Services, SQL, Data Visualization Software, Interactive Data Visualization, Dashboard, Data Storytelling, Database Design, Data Analysis, Data-Driven Decision-Making, Data Presentation, Data Transformation, Business Intelligence
4.4
Rating, 4.4 out of 5 stars
21 reviews
Intermediate · Specialization · 3 - 6 Months
Emory University
Marketing Analytics Capstone Project
Skills you'll gain: Marketing Analytics, Exploratory Data Analysis, Predictive Modeling, Analytical Skills, Business Analytics, Regression Analysis, Data Analysis, Data Validation, Data Visualization
4.5
Rating, 4.5 out of 5 stars
29 reviews
Mixed · Course · 1 - 3 Months
University of Toronto
Gender Analytics Capstone Project
Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Organizational Change, Analysis, Data Storytelling, Data Analysis, Complex Problem Solving, Systems Thinking, Innovation, Quantitative Research, Strategic Communication, Diversity and Inclusion, Qualitative Research, Stakeholder Engagement
4.8
Rating, 4.8 out of 5 stars
12 reviews
Beginner · Course · 1 - 4 Weeks
Indian School of Business
Trading Strategies in Emerging Markets
Skills you'll gain: Financial Statements, Peer Review, Financial Statement Analysis, Financial Trading, Balance Sheet, Portfolio Management, Data Collection, Market Liquidity, Market Data, Investment Management, Financial Analysis, Performance Analysis, Financial Market, Market Dynamics, Project Design, Market Analysis, Business Planning, Securities Trading, Performance Measurement, Technical Analysis
4.2
Rating, 4.2 out of 5 stars
2.7K reviews
Beginner · Specialization · 3 - 6 Months
University of California, Santa Cruz
Bayesian Statistics
Skills you'll gain: Time Series Analysis and Forecasting, Bayesian Statistics, R Programming, Forecasting, Statistical Inference, Statistical Modeling, Technical Communication, Data Analysis, Probability, Statistical Machine Learning, Statistical Methods, Statistical Analysis, Advanced Analytics, Mathematical Modeling, Microsoft Excel, Markov Model, Probability Distribution, Probability & Statistics, Unsupervised Learning, Regression Analysis
4.6
Rating, 4.6 out of 5 stars
3.5K reviews
Intermediate · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Microeconomics Principles
Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Business Economics, Policy Analysis, Business, Behavioral Economics, Public Policies, Business Operations, Price Negotiation, Socioeconomics, Consumer Behaviour, Economics, Policy, and Social Studies, Business Strategy, Market Research, Competitive Analysis, Resource Allocation, Revenue Management, Decision Making, Market Analysis
4.8
Rating, 4.8 out of 5 stars
3.2K reviews
Beginner · Specialization · 1 - 3 Months
SAS
Creating Advanced Reports with SAS Visual Analytics
Skills you'll gain: Ad Hoc Reporting, SAS (Software), Dashboard, Business Analytics, Business Reporting, Interactive Data Visualization, Business Intelligence Software, Data Visualization Software, Data Analysis, Key Performance Indicators (KPIs), Data Manipulation
4.7
Rating, 4.7 out of 5 stars
213 reviews
Intermediate · Course · 1 - 4 Weeks
Copenhagen Business School
Strategic Management and Innovation
Skills you'll gain: Business Strategy, Business Planning, Strategic Decision-Making, Strategic Thinking, Plan Execution, Goal Setting, Organizational Strategy, Resource Management, Peer Review, Competitive Analysis, Innovation, Organizational Structure, Project Implementation, Market Analysis, Culture Transformation, Change Management, Business Strategies, Global Marketing, Strategic Communication, Strategic Leadership
4.7
Rating, 4.7 out of 5 stars
5.1K reviews
Beginner · Specialization · 3 - 6 Months
Johns Hopkins University
Data Science: Statistics and Machine Learning
Skills you'll gain: Shiny (R Package), Rmarkdown, Regression Analysis, Leaflet (Software), Exploratory Data Analysis, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Plotly, Machine Learning Algorithms, Interactive Data Visualization, Probability & Statistics, Data Visualization, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Statistical Modeling, Probability, Data Science, Data Analysis
4.4
Rating, 4.4 out of 5 stars
7.2K reviews
Intermediate · Specialization · 3 - 6 Months
Macquarie University
Excel Fundamentals for Data Analysis
Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Manipulation, Spreadsheet Software, Data Transformation, Data Validation, Data Analysis, Pivot Tables And Charts, Automation
4.8
Rating, 4.8 out of 5 stars
4.1K reviews
Intermediate · Course · 1 - 3 Months
École Polytechnique Fédérale de Lausanne
Functional Programming in Scala
Skills you'll gain: Scala Programming, Apache Spark, Apache Hadoop, User Interface (UI), Distributed Computing, Programming Principles, Big Data, Software Design, Data Structures, Software Design Patterns, Functional Design, Data Manipulation, Object Oriented Programming (OOP), Interactive Data Visualization, Computer Programming, Data Processing, Real Time Data, Visualization (Computer Graphics), Performance Tuning, Algorithms
4.7
Rating, 4.7 out of 5 stars
11K reviews
Intermediate · Specialization · 3 - 6 Months