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

Coursera Project Network
Perform exploratory data analysis on retail data with Python
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Data Manipulation, Matplotlib, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
4.5
Rating, 4.5 out of 5 stars
15 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
University of California, Davis
Visual Analytics with Tableau
Skills you'll gain: Data Mapping, Data Visualization Software, Tableau Software, Graphing, Histogram, Scatter Plots, Tree Maps, Data Visualization, Statistical Visualization, Interactive Data Visualization, Data Presentation, Geospatial Mapping, Heat Maps, Pivot Tables And Charts, Data Analysis
4.6
Rating, 4.6 out of 5 stars
1.8K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Illinois Urbana-Champaign
Applying Data Analytics in Marketing
Skills you'll gain: Marketing Analytics, Regression Analysis, Network Analysis, Market Analysis, Analytics, Statistical Analysis, Customer Insights, Data Analysis, Statistical Methods, Text Mining, Unstructured Data, Social Media, Natural Language Processing
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
188 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Illinois Tech
Data Analytics and Big Data
Skills you'll gain: Database Design, Relational Databases, Database Systems, Database Management, NoSQL, Database Theory, Databases, Machine Learning Algorithms, SQL, Database Development, Big Data, Apache Hadoop, Database Management Systems, MySQL, Transaction Processing, Statistical Analysis, Data Visualization, Data Analysis, Apache Spark, Data Modeling
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
63 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of Washington
Practical Predictive Analytics: Models and Methods
Skills you'll gain: Unsupervised Learning, Supervised Learning, Statistical Machine Learning, Predictive Analytics, Advanced Analytics, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Graph Theory, Probability & Statistics, Big Data
4.1
Rating, 4.1 out of 5 stars
320 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Google
Foundations of Digital Marketing and E-commerce
Skills you'll gain: Data Storytelling, Customer experience strategy (CX), Performance Measurement, Data-Driven Decision-Making, E-Commerce, Marketing Strategies, Digital Marketing, Branding, Marketing Channel, Marketing Analytics, Search Engine Marketing, Search Engine Optimization, Social Media Marketing, Target Audience
4.8
Rating, 4.8 out of 5 stars
28K reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Edureka
Applied Data Analytics
Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Visualization, Exploratory Data Analysis, Matplotlib, Data Visualization Software, Web Scraping, Probability Distribution, Predictive Modeling, Seaborn, Statistical Visualization, SQL, Plotly, Interactive Data Visualization, Statistical Inference, Pandas (Python Package), Database Management, Data Analysis, Data Presentation, Databases
3.9
Rating, 3.9 out of 5 stars
8 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Fractal Analytics
Design Thinking for Data Professionals
Skills you'll gain: User Research, Human Centered Design, Ideation, User Experience Design, Design Thinking, Prototyping, Brainstorming, User Experience, Innovation, Usability Testing, Data Synthesis
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Google
Ask Questions to Make Data-Driven Decisions
Skills you'll gain: Spreadsheet Software, Stakeholder Communications, Dashboard, Data-Driven Decision-Making, Data Analysis, Analytical Skills, Data Presentation, Business Analysis, Expectation Management, Quantitative Research, Communication
4.7
Rating, 4.7 out of 5 stars
34K reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Fractal Analytics
Generative AI for HR Professionals
Skills you'll gain: Prompt Engineering, HR Tech, Generative AI Agents, Data Ethics, ChatGPT, Human Resources, Verification And Validation, Ethical Standards And Conduct, Recruitment, Employee Engagement, Talent Acquisition, Diversity and Inclusion, Compliance Management
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Advanced Business Analytics Capstone
Skills you'll gain: Data Presentation, Data Cleansing, Predictive Analytics, Predictive Modeling, Business Analytics, Analytics, Financial Analysis, Advanced Analytics, Data Analysis, Technical Communication, Data Processing, Data Manipulation, Statistical Modeling, Regression Analysis, Business Communication
4.3
Rating, 4.3 out of 5 stars
84 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Business Analysis & Process Management
Skills you'll gain: Process Analysis, Business Process, Business Analysis, Process Mapping, Workflow Management, Process Management, Process Flow Diagrams, Business Process Modeling, Stakeholder Management
4.4
Rating, 4.4 out of 5 stars
6.6K reviews
Beginner · Guided Project · Less Than 2 Hours