Data analytics is the collection, transformation, and organization of data in order to draw conclusions, make predictions, and drive informed decision making. Learn more about data analytics and career opportunities with these resources.
Discover courses in data analytics
Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Exploratory Data Analysis, Data Wrangling, SQL, Plot (Graphics), IBM Cognos Analytics, Data Analysis, Professional Networking, Analytics, Excel Formulas, Data Import/Export, Python Programming, Microsoft Excel
Skills you'll gain: Data Storytelling, Data Wrangling, Data Presentation, Big Data, Interactive Data Visualization, Data Analysis, Statistical Visualization, Data Cleansing, Apache Hadoop, Statistical Analysis, Data Visualization, Data Import/Export, Apache Hive, Data Mart, Data Processing, Data Warehousing, Data Transformation, Apache Spark, Data Science, Microsoft Excel
Skills you'll gain: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Interactive Data Visualization, Data Validation, Ggplot2, R (Software), Sampling (Statistics), Spreadsheet Software, Data Analysis, Stakeholder Communications, LinkedIn, Object Oriented Programming (OOP), File Management, Web Presence, Data Structures, Interviewing Skills
Explore articles about data analytics, business intelligence, and data visualization. Learn about career paths, SQL, Excel, and analytics tools, and how to build the skills needed to turn data into business insights.
Interested in data analytics? Find out more about what a data analyst does and popular data analytics certifications.
Interested in Python? Read about foundational Python concepts, and explore the differences between Python and R programming.
Interested in business intelligence? Dive into business intelligence analytics and popular business intelligence certifications in the field.
Ready to start learning? Explore our catalog of data analytics, Python, and business analytics courses for beginners and experienced professionals.
![[Featured Image] Two colleagues discuss descriptive versus inferential statistics while brainstorming ideas for their project.](https://images.ctfassets.net/wp1lcwdav1p1/7MbcicyxW2DSTWdZXjOZg1/1cd97c91317708a42ef4cc43e117c4b4/GettyImages-82795738.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A person shakes hands with a potential employer after completing a round of Tableau interview questions.](https://images.ctfassets.net/wp1lcwdav1p1/6vfO5gO7axZ6diCM04qpsM/dcc7af0a613f8bbcd7acecd97c664c28/GettyImages-1365436662.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A business manager presents her gap analysis to senior company stakeholders.](https://images.ctfassets.net/wp1lcwdav1p1/2Zdly5j68NnUxn1iMWATow/215eece71ab3db785e293720320c7ceb/GettyImages-579415188.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two business colleagues, a male and a female, analyze the data on a sheet of paper and a computer monitor gathered through a business intelligence tool.](https://images.ctfassets.net/wp1lcwdav1p1/5pI9WEppmNkm8sZgYBn3Nz/a0f241906f3d3828d64ac78a955a9b8a/GettyImages-1396197012.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] In a meeting, a business person answers the question, what is defi, as they talk to their colleagues and shows them data on their laptop screen.](https://images.ctfassets.net/wp1lcwdav1p1/VgFi0b9AVUtOQn51ZdUFP/4407442f2470292902ccc11a11dfde8d/GettyImages-1323324692.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A seated programmer working on code points to a unique identifier on their desktop computer while talking to two colleagues.](https://images.ctfassets.net/wp1lcwdav1p1/WfHzz2UnsOUNKgnmAB7au/ae0c39edca14508ab2e0775eaa98e4c6/GettyImages-655381166.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A businessperson wearing glasses gazes at a computer screen choosing between statistical analysis methods to perform their job.](https://images.ctfassets.net/wp1lcwdav1p1/33MpZlTZeH2WL2hhOCSop6/048579d55395c6a079dab0239b13101c/GettyImages-1293907109.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A college learner smiles after getting the answer to their question, “Is SQL a programming language?”](https://images.ctfassets.net/wp1lcwdav1p1/UZm9K69YDtHM5CyJTJI9U/7e4b8e8b17b71b00e935236da0e18517/GettyImages-1560556804.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A young programmer who discovered how to learn SQL sits at her office desk with a laptop and tablet and works.](https://images.ctfassets.net/wp1lcwdav1p1/4mwClsOITkjTXB3bZVpYef/30482539baf24213f4a3b914fa32369c/GettyImages-1187635203.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A person who understands data definition presents a data set to their colleagues, standing in front of a presentation on a screen and while holding a tablet and looking out at the conference room.](https://images.ctfassets.net/wp1lcwdav1p1/7nErMUK9zvtKdtqf8I0uSK/7e9120be0bcb4045b7e479660b7bf80a/GettyImages-961226512-converted-from-jpg.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A smiling person, after discovering how to learn excel, sits at their desktop computer and works on invoices and spreadsheets.](https://images.ctfassets.net/wp1lcwdav1p1/5cU1QLCDRd1RSCR4cumD6H/25d8d8f05827bf120086f485f26d0d20/GettyImages-1316930879.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two colleagues confer about their process mapping system and work together to use it to identify areas for the company to improve.](https://images.ctfassets.net/wp1lcwdav1p1/543w0v4ERoh7DJuUJMZHyb/97af94680a7dcea2b8a1a157d7c2b86b/GettyImages-1406177715.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
