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 Mart, Data Warehousing, Data Storytelling, Apache Spark, Data Cleansing, Data Lakes, Data Visualization Software, SQL
Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Data Ethics, Rmarkdown, Interactive Data Visualization, Interviewing Skills, Data Cleansing, Data Validation, Ggplot2, Tableau Software, Presentations, Spreadsheet Software, Data Analysis, Data Visualization Software, Stakeholder Communications, Dashboard, Sampling (Statistics), Analytics, Stakeholder Management
DeepLearning.AI
Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Tableau Software, Seaborn, Interactive Data Visualization, Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Probability & Statistics, Statistical Analysis, Statistics, Statistical Modeling, Matplotlib, Statistical Hypothesis Testing, Statistical Visualization, Business Intelligence, Descriptive Statistics, Data Visualization Software, Statistical Inference
Every day, data analytics powers business decisions and product innovations around the world. Data analysts are in high demand across many industries.
Not sure where to start? We've compiled free articles and resources on this and other data topics, including:
AI and machine learning
Data basics
Data engineering
Data science
Generative AI and ChatGPT
![[Featured image] Two marketers sit at a laptop in the office and review predictive analytics examples to help determine which customers to target.](https://images.ctfassets.net/wp1lcwdav1p1/5R35W6C37vKh5qsiiNgoq7/6967d7b7c425aaa4250e7fa7343847bc/GettyImages-1412762526.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data scientist sits at his computer and uses a box plot to compare sets of data.](https://images.ctfassets.net/wp1lcwdav1p1/4Yi0lT8pAYgbaMawR60BVv/84426fe61be27edfc0518c780c7b853e/GettyImages-1473075178.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A team of colleagues in a brightly lit room listening as one person speaks and uses data storytelling to bring data-driven insights to life.](https://images.ctfassets.net/wp1lcwdav1p1/19EpSTOTURucj1wq3BRoAh/6c1ec0ce3ee359b82c02dd584461b201/GettyImages-1437209223.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A woman who is moving into a new home looks at a real estate line graph on a laptop.](https://images.ctfassets.net/wp1lcwdav1p1/1ZopIDGSxjT4e4cqVPuylc/2c6ff5d3ede25ba25d75e9956661347f/GettyImages-1182286407.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A quarry manager looks at a laptop and uses photogrammetry to make important mining decisions.](https://images.ctfassets.net/wp1lcwdav1p1/3aghKGn0xydesXz850vv2d/452b24eae10f3b3a106d80ce1d8a5eb6/GettyImages-735933675.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data scientist sits at a desk and uses scatter plots to find relationships between two variables in a data set.](https://images.ctfassets.net/wp1lcwdav1p1/18TJoGCvt6A0pVFOchxgJ6/b0b035f158c77cc697791870102efd8f/GettyImages-682897939.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A group of data scientists sit at a computer and discuss which Python testing framework is the best option for their project.](https://images.ctfassets.net/wp1lcwdav1p1/71LkgrxvcL8wDvQXyHxLB/1d7a3cceca5c8146f54200cec328f78a/GettyImages-1314788371.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A programmer looks at his laptop while holding a cup of coffee and explores various r data types.](https://images.ctfassets.net/wp1lcwdav1p1/5tzTaY7uD4Ify8g1ty0r3C/8fdf88946d7322a54cc10b228ef270e3/GettyImages-1662650694.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A business intelligence developer sits in a conference room with a laptop and discusses data with a colleague.](https://images.ctfassets.net/wp1lcwdav1p1/70uxmrFBsX2LEm9JFPpEO1/b9a27720b5fbe158bc6fdef9806c7654/GettyImages-1729368394.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two marketers go over some types of data visualization tools for their project.](https://images.ctfassets.net/wp1lcwdav1p1/17MITpr574ukojzN7kQcXK/810d441a76ff30e0fda09a0196775c96/GettyImages-607477463.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two programmers sit at a laptop and discuss whether to use SAS or R for their next project.](https://images.ctfassets.net/wp1lcwdav1p1/6jSm4Kha0TiPUnHTDD0Kcv/e947e52988da214ccb54d6f3b16d06bc/GettyImages-1657965515.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A businessman takes off his glasses and examines 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)
