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, 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
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
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] A business intelligence analyst meets with a small team of colleagues to discuss data insights.](https://images.ctfassets.net/wp1lcwdav1p1/2gJsXBYxAk9L5YbL8xyOWr/e1a3ab6812485f4ac34a9ae400ed316d/GettyImages-1477078612.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A digital engineer is gathering all big data for a company to make reliable data-driven issues.](https://images.ctfassets.net/wp1lcwdav1p1/3cx19cUDEiBUpQG2SUx6qP/4b39bdef534f77ac4c2ba0749e291fb6/GettyImages-2044493481.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A big data professional is presenting at a business meeting.](https://images.ctfassets.net/wp1lcwdav1p1/5t90emI2AObnFQr9fzPA4R/76ad67fcf7893a8d9bc456331183f81d/GettyImages-2152719760.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[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)
