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, Data Wrangling, Apache Hive, Data Collection, Data Mart, Data Science, Data Warehousing, Data Visualization, Analytics, Data Cleansing, Apache Spark, Data Lakes, Data Visualization Software, Microsoft Excel
Skills you'll gain: Data Storytelling, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Rmarkdown, Data Validation, Ggplot2, Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, Dashboard, Data Processing, Data Structures, Python Programming, 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 scientist is using applied statistics to understand data showing on screens in a control room.](https://images.ctfassets.net/wp1lcwdav1p1/4V0fiopIPtxS0Ablfx6EAx/6826408e0525c77852741b33740fbfa8/GettyImages-2190701675.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A software engineer highly skilled in Python is discussing their salary with their manager.](https://images.ctfassets.net/wp1lcwdav1p1/5XmNTLCK8XMt8NqxJNFq2i/d7c0a131a2ea8c3f2df248bc7856705f/GettyImages-1336501122.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A hiring manager reviews the data visualization resume of a candidate for an open position.](https://images.ctfassets.net/wp1lcwdav1p1/7kOVmjeu645Qe8V5gVSYZn/13f44527db6394273394e7b8cd3b2731/GettyImages-2188177298.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image]: Two men and a woman discuss the best way to visualize data after learning what is a bubble chart.](https://images.ctfassets.net/wp1lcwdav1p1/rlwka1RHqJzQJmIsSjFRZ/6ab0f39d6e7536244001c5b75c371fd1/GettyImages-2126602465.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data project manager stands before a screen and provides information to her team.](https://images.ctfassets.net/wp1lcwdav1p1/1K8A2CNYiR160HNcBI0v5m/c8282db5ccb60911989a6da647ab8869/GettyImages-1358219358__1_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data analyst sits at his office computer and laptop, working on business intelligence analytics.](https://images.ctfassets.net/wp1lcwdav1p1/5E8PzlcRYtvgiMxE8vCzDn/0cf7c75703975d7c429219eed61ad02b/GettyImages-2170747758.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A business person who has earned analytics certification points to charts and graphs on a screen while explaining the data to their colleagues.](https://images.ctfassets.net/wp1lcwdav1p1/3ONrpkabCK4D8u1rWnaPGh/4b470dbbf538f8f068d748d3788c558c/GettyImages-1221866514.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A team of coworkers sits around a table in an office setting and engages in decision-making based on business intelligence systems.](https://images.ctfassets.net/wp1lcwdav1p1/19XTO42eja0X2GWHmJSCS2/1da465824ef71fc34cdf6e32e24cf162/GettyImages-607477465.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two computer science learners discuss Python concepts as part of their studies.](https://images.ctfassets.net/wp1lcwdav1p1/2wtLxQ4jBPsnmeRZXY91H9/eb94c48ae33614641f50f2a49d76d83e/GettyImages-607477463__2_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data journalist works on her laptop and computer in her office space in front of a window, researching data for her next story.](https://images.ctfassets.net/wp1lcwdav1p1/1Bz3tIAu9UPvSgARniIewX/8dc42585fd22d8f06d15c1341b353161/GettyImages-1252473576.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A man writes in a notebook and looks at his laptop as he takes a data science course online and learns about topics like star schema vs. snowflake schema.](https://images.ctfassets.net/wp1lcwdav1p1/6KDegInO8xcnO1WTWl6e75/0aae248eecc5c618edbb41afbeea49f5/GettyImages-1313356858.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Four co-workers sit around a table discussing their business intelligence strategy.](https://images.ctfassets.net/wp1lcwdav1p1/6z6c4mtcqDHezcSprH6EcJ/e91f0f2c379f787e11105fe05f269493/GettyImages-1437684175.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
