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] 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 of 2024.](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 her office desk analyzing spreadsheets on her two computer screens to gain data insights about her 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 her 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 woman uses her laptop and paper to draft her 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 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)
