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, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, 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
Skills you'll gain: Data Storytelling, Dashboard, Data Visualization Software, Plotly, Data Presentation, Data Wrangling, Data Visualization, SQL, Generative AI, Interactive Data Visualization, Exploratory Data Analysis, Data Cleansing, Big Data, Jupyter, Matplotlib, Data Analysis, Statistical Analysis, Pandas (Python Package), Excel Formulas, Professional Networking
Skills you'll gain: Data Storytelling, Requirements Elicitation, Business Process Modeling, Business Analysis, Data Presentation, Process Analysis, Resource Allocation, Data Visualization, Interactive Data Visualization, Stakeholder Management, Process Optimization, Business Requirements, Requirements Management, Data Modeling, Risk Analysis, Requirements Analysis, Excel Formulas, Microsoft Excel, Data Cleansing, Analysis
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] 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 his 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 he 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)
![[Featured Image] A social media specialist looks at a heat map on a laptop to better understand user behavior.](https://images.ctfassets.net/wp1lcwdav1p1/42h0xR4yfaZ50EluxkYm9O/a43e8f71e47bcb63ddc1d3a43f70818f/GettyImages-1320798277.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[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)
