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 data governance analyst stands in front of her team at a meeting and explains data policies using a display of data and graphs.](https://images.ctfassets.net/wp1lcwdav1p1/4cX1l4FhbJ8KrkIHjlsbWR/37cdf0e7c9d72d7d9e6cec46e7290bc8/GettyImages-1485146526.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two manufacturing employees meet with a data analyst and go over insights gained through business intelligence reporting so they can optimize their factory's performance.](https://images.ctfassets.net/wp1lcwdav1p1/1lwJKtp3X0cEOKz7JgTF9J/d09f75ea7f3798f73e7f45c82fe76376/GettyImages-614208526.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A group of colleagues sit in a business meeting wearing virtual reality headsets and experimenting with VR, one of the top business intelligence trends.](https://images.ctfassets.net/wp1lcwdav1p1/66Tgn7oAMuChLEfBkpxhyk/7668436bbffd09f17355d80959b03cae/GettyImages-1502998949.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data analyst sits at their office desk analyzing spreadsheets on their two computer screens to gain data insights about their work.](https://images.ctfassets.net/wp1lcwdav1p1/5QnES8uFGn20f6WDckQFhS/f4d0c4df404f2aea54428c9d0db37858/GettyImages-1572438118.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An analyst presents some important business statistics to their colleagues during a meeting in a conference room.](https://images.ctfassets.net/wp1lcwdav1p1/2zmIbRBWg8vxWzsSSM4xbp/15db11d12dbb96ede2f47671a6ee96e5/GettyImages-137086317.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two business managers sit and stand at a desk and discuss their organization's data strategy and its impact on operations.](https://images.ctfassets.net/wp1lcwdav1p1/7bEA8BBeo7SgMXOdVIZsCa/55a0ff3991620364f5fc1adc1b60af6a/GettyImages-1479972311.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A person uses their laptop and paper to draft an SQL resume in an office setting.](https://images.ctfassets.net/wp1lcwdav1p1/1UhkYKZMNWUdWMyTEV8PkE/01c199e579fa849f7e78c53dacc5dce2/GettyImages-167890561.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two machine learning engineers discuss pattern recognition while looking at a computer monitor.](https://images.ctfassets.net/wp1lcwdav1p1/6x6YMBgcKBlvTBxbPOj9St/e53ebaaa1fff4f783e035d1ab7938787/GettyImages-867431914.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] An employer sits in an office and asks a candidate data visualization interview questions.](https://images.ctfassets.net/wp1lcwdav1p1/4kdeqCdvx09uFuWGl9igqS/b3dc2d6ab99d16b3e695bfd13d65408d/GettyImages-1144542396.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A cybersecurity data analyst wearing headphones sits at a desk with three computer screens, working diligently to monitor and assess cybersecurity threats.](https://images.ctfassets.net/wp1lcwdav1p1/15RZuggoSGaRa8uWGCscPF/28eb2ee562150de223bc99c84d823a67/GettyImages-1442972530.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data scientist uses a MapReduce program to filter through data on their laptop.](https://images.ctfassets.net/wp1lcwdav1p1/32JvvSr6sMggHQzYMZZLUy/7a0a049fdb1ae6245bf496db12b7c30a/GettyImages-552736923.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A data analyst sits at a laptop and takes notes on some data they discovered with high data granularity.](https://images.ctfassets.net/wp1lcwdav1p1/50q7vzOWxcLSBpW2NK5017/c728a8b93a8170770024f155c15bcd33/GettyImages-1503295903.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
