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, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Rmarkdown, 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.
![[Video thumbnail] 4 Essential Data Tools](https://images.ctfassets.net/wp1lcwdav1p1/7BhCdSA7irZS5S5C8RnJz0/62e0ea2042fc118a9bc94cd89d328096/Why_-CAREER-_Needs_to_Understand_AI__1___3_.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] Google Data Analytics 6 Skills You'll Learn](https://images.ctfassets.net/wp1lcwdav1p1/1BKmpITaygxWozGmuKYKTJ/f26c4f0679b15221e99bf80a4481d448/Why_-CAREER-_Needs_to_Understand_AI_-_Project_Management__2_.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A project team uses ggplot2 to create visualizations.](https://images.ctfassets.net/wp1lcwdav1p1/7yR6lipuP5ygVCZECbQs9K/5f165d2117de55e1954064abaa450096/GettyImages-1401532414.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image]: A programmer discusses R programming concepts with a colleague in a professional workspace.](https://images.ctfassets.net/wp1lcwdav1p1/5PXwj553tCv9lOMfZkuCSy/d88187cc141dd7e1f71b470eef2d535e/GettyImages-2191995689.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two data analysts share how to improve data analysis skills as they view a whiteboard with graphs and charts.](https://images.ctfassets.net/wp1lcwdav1p1/6Wek3PYJb7LbHHc4fLMMpj/07bf038ad34792d5dd83476ded868780/GettyImages-1500461746.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A team of three data analysts in a bright office, using predictive analytics tools to consider future trends.](https://images.ctfassets.net/wp1lcwdav1p1/1lqs2HV2VhqA9rsyPKusHQ/fdf98ed6e18b0246f760508a3bc133a9/GettyImages-2208470172.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A business person explains spreadsheet data created with DAX for Power BI to their project team members.](https://images.ctfassets.net/wp1lcwdav1p1/501hpdJwssQ3l8rBMDE9ul/93219fc63b7e993089462ff12b95c3b8/GettyImages-597316723.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image: A business professional at their computer, using a Google Analytics cohort analysis to gain insights into consumer behavior.]](https://images.ctfassets.net/wp1lcwdav1p1/3fGd4e57dmJHirggotMZM6/464ff73cbbf2a413dad604cc34da0d05/GettyImages-2207771592.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A Power BI specialist analyzing documents in a professional workspace, focusing on data insights and improving Power BI skills.](https://images.ctfassets.net/wp1lcwdav1p1/3iK8SyjSrvU04T502yPUf8/255fc79ee8c571e914872dc40c03e449/GettyImages-1175420629.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Feature Image] A professional data analyst explores how to use Google Analytics advanced segments for improved tracking and data-driven strategies.](https://images.ctfassets.net/wp1lcwdav1p1/7L2CWjjZ1JJD6FAblV398x/4af0328223460b52744a1804db60e0af/GettyImages-1490908257.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A manufacturing analyst uses data to help streamline processes at their workplace.](https://images.ctfassets.net/wp1lcwdav1p1/016mnchsopw2j9ErCnbtK1/31c5011eae58ba2bf945f4ed41b096dd/GettyImages-1314040930.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] Essential Skills You'll Learn in the IBM Data Analyst Professional Certificate](https://images.ctfassets.net/wp1lcwdav1p1/72dVWSxtCfN4vlRMnvfTEa/1385607a215df78343a11a0175b6b184/X_-CAREER-_Skills_-_Cybersecurity.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
