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] Google Data Analytics Professional Certificate](https://images.ctfassets.net/wp1lcwdav1p1/19iF9nXnydpngGyCX4HIQw/9b95180969d1ab84c000846ffaa80bee/maxresdefault__10_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] 7 Steps to Become a Data Analyst](https://images.ctfassets.net/wp1lcwdav1p1/7yS10EZgY6jky2JyqWyqyu/d00ded5ad21921642adf24ee6263898b/Chelsea_-_Kickstart-Your-Career_-_7-Steps-to-Become-a-Data-Analyst_-_Thumbnail.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data scientist examines output from a knowledge graph on their laptop in their home office.](https://images.ctfassets.net/wp1lcwdav1p1/2y9iHoGXN8Iwx7xvGBKM1s/8ac80d8c82142a1fb6c626c53e145436/GettyImages-1317105370.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Feature Image] An aspiring project manager learns how to use Excel and practices on a tablet.](https://images.ctfassets.net/wp1lcwdav1p1/2LkOb4T6PBA5QSgSWcBWBm/04f7ddd79288462f3871cf87f4eaac04/GettyImages-2155192214.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] 7 Essential Data Analytics Skills](https://images.ctfassets.net/wp1lcwdav1p1/36uf1Yn9yNWsB4drRnyt8X/07ccb157e66e92c8742e8e79cc045035/maxresdefault__16_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video Thumbnail] Career Spotlight in 60 Seconds: Data Analyst](https://images.ctfassets.net/wp1lcwdav1p1/VdmBCRIvrFjzPc1LQwNjb/6bad1dbba49554f429726629e8ae2122/maxresdefault__11_.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A professional working in an office environment, using Power BI tools on a computer to analyze and visualize data.](https://images.ctfassets.net/wp1lcwdav1p1/7lNAyDcDf0sGWETXGwiGW2/0baf61f40fc4877f29210e9724b085ba/GettyImages-1335397037.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An engineer in business attire stands in their well-lit office, looking at their computer as they pursue MATLAB certification.](https://images.ctfassets.net/wp1lcwdav1p1/uXC0wksAES23LRweY3Xro/d40e6ce11dc6578705960a766ea6db92/GettyImages-672153817.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A group of data analysts engaged in a discussion in a professional setting, reviewing graphs and charts displayed on both paper and a computer screen while comparing R and Tableau for data analysis and visualization.](https://images.ctfassets.net/wp1lcwdav1p1/nEeQgPilvby9jbImFNqS0/5209440bc3f2f5089ca0188c6706ab91/GettyImages-1367899891.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Feature Image] A learner talks to their mentor to compare R vs. Excel and their use cases to better understand each program.](https://images.ctfassets.net/wp1lcwdav1p1/4o0oEs69z14UFBYm1a6PAz/c101df38645587cbedf0f7d9282eb86c/GettyImages-1346582403.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A recruiter reviewing a candidate's resume in a professional setting, emphasizing the importance of showcasing R programming skills to secure a job in the field.](https://images.ctfassets.net/wp1lcwdav1p1/52yPjSBvxtXUVFN1wdVJUO/d569eb63191478ea6a5b58f586573f5d/GettyImages-1455365257.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A recruiter and a candidate shaking hands in a professional workplace setting, smiling while discussing common R programming interview questions.](https://images.ctfassets.net/wp1lcwdav1p1/79qblIIS2IPmtpxlLsqzx1/7bc3346b6dbd46d20154b9669f24b1ef/GettyImages-1459088392.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
