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: Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Science, Data Warehousing, Data Visualization, Data Cleansing, Apache Spark, Data Lakes, Data Visualization Software, Relational Databases, Microsoft Excel
Skills you'll gain: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, Data Visualization Software, LinkedIn, Dashboard, Data Processing, Interviewing Skills, Professional Development
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Transformation, Data Analysis, Data Cleansing, Data Manipulation, Data Import/Export, Predictive Modeling, Regression Analysis, Statistical Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data-Driven Decision-Making, Matplotlib, Feature Engineering, Data Visualization, Data Pipelines, NumPy, Python Programming
In today's data-driven world, professionals skilled in data analytics are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within data analytics to start your journey in this exciting and rewarding domain.
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] A business professional removes their glasses to examine a bar chart on a laptop.](https://images.ctfassets.net/wp1lcwdav1p1/53dVD18Udr4s83IlSH4fCa/3c908119212ad830f163fd79429e7cc5/GettyImages-691047329.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A trio of coworkers engaged in data exploration using visual analysis in an office setting.](https://images.ctfassets.net/wp1lcwdav1p1/79fM4WWy5Oq8UD0VrP1wz6/6a1e01409b6227e5cdc8035883a90f48/GettyImages-1213042830.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A business professional is sitting at their desk with multiple monitors displaying graphs and trends created using DAX to analyze their data.](https://images.ctfassets.net/wp1lcwdav1p1/GsFn071QHrzvhnrUm7UL3/771719666c1ec52cad87c3b556dd87be/GettyImages-1957743850.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A group of learners explores various types of data analysis techniques, including diagnostic analytics.](https://images.ctfassets.net/wp1lcwdav1p1/ZvAkLIZsjLjENPsphUjx0/8f02834401dc4d65b40a547df333821b/GettyImages-748328067.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[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)
