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 learners sit in front of a laptop and discuss whether to use Python or C# for a project.](https://images.ctfassets.net/wp1lcwdav1p1/6pRyAJvJIqd6BCJmuswtQX/bdbfac852fb789fad4333779329cb512/GettyImages-1467993481.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A business professional is using analytical thinking as they read a document at their workspace.](https://images.ctfassets.net/wp1lcwdav1p1/3d7zRmHuQ0vmkJu4NT9Fvz/1bbd60d9ee7604cd2745ad95168df617/GettyImages-916520022.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A portrait of University of Michigan Associate Professor Chris Brooks](https://images.ctfassets.net/wp1lcwdav1p1/56BQu0cMWleFh5iynHWZ01/1f157da89b329874fbc1cbda8bd7e79e/BC-2220_University_of_Michigan_Partner_Article_Hero_Image_-_Chris_Brooks_2.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two salespeople discuss the importance of sales analytics and how to improve sales in the future.](https://images.ctfassets.net/wp1lcwdav1p1/7izCHci27GLy48bKJW8u9C/fe7f2537e93843b9f4c521372a32cd91/GettyImages-1442529985.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A fraud analyst works on a case in their office.](https://images.ctfassets.net/wp1lcwdav1p1/4Z38bcgSh5rsNDXHoqj3pt/35bb6027992d537446c0eb3fa4642397/GettyImages-1369930859.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A sports analyst speaks into a microphone and reports on a major athletic event for a podcast.](https://images.ctfassets.net/wp1lcwdav1p1/2GEWM9MImR7UVoVJiDNr3x/ec810b0ce7bd3dbb7e2766f16b731657/GettyImages-1363030954.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A research analyst examines data for accuracy.](https://images.ctfassets.net/wp1lcwdav1p1/18RE60tUD9nBGr92vRNP7R/6b1c14236216aa356d37459091912744/GettyImages-1488850354.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An office employee learns how to password protect Google Sheets on their laptop.](https://images.ctfassets.net/wp1lcwdav1p1/3IR6J8hiTc10B7zPmCntbn/4e380db9487860f6b5ed2b87a1406d8b/GettyImages-1310896133.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An actuary analyzes financial information for a business.](https://images.ctfassets.net/wp1lcwdav1p1/1d2H7wGSanKsSOTFDMR4lx/bac655651d24891fa75f626303823918/GettyImages-1959850795.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data analyst uses Tableau software in the office.](https://images.ctfassets.net/wp1lcwdav1p1/uSrVAYvqAlG7fxvT0Vbgv/7adc5ca692d6af4d426efb875a802369/GettyImages-1163959768-converted-from-jpg.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A group of marketers practice data-driven decision making during a business meeting.](https://images.ctfassets.net/wp1lcwdav1p1/6YAfHOpaT4Q4rzYSRiBhcQ/62878875e95c00e116e89441af9ea5d3/GettyImages-1453843862.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An employee works on data enrichment on their laptop for their business.](https://images.ctfassets.net/wp1lcwdav1p1/3wvo2yE1KYRukisiRZBSFd/e5a2ec776dfff57ebd299c26c6180973/GettyImages-652526944-converted-from-jpg.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
