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, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Exploratory Data Analysis, Data Wrangling, SQL, Plot (Graphics), IBM Cognos Analytics, Data Analysis, Professional Networking, Analytics, Excel Formulas, Data Import/Export, Python Programming, Microsoft Excel
Skills you'll gain: Data Storytelling, Data Wrangling, Data Presentation, Big Data, Interactive Data Visualization, Data Analysis, Statistical Visualization, Data Cleansing, Apache Hadoop, Statistical Analysis, Data Visualization, Data Import/Export, Apache Hive, Data Mart, Data Processing, Data Warehousing, Data Transformation, Apache Spark, Data Science, Microsoft Excel
Skills you'll gain: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Interactive Data Visualization, Data Validation, Ggplot2, R (Software), Sampling (Statistics), Spreadsheet Software, Data Analysis, Stakeholder Communications, LinkedIn, Object Oriented Programming (OOP), File Management, Web Presence, Data Structures, Interviewing Skills
Explore articles about data analytics, business intelligence, and data visualization. Learn about career paths, SQL, Excel, and analytics tools, and how to build the skills needed to turn data into business insights.
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.
![[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/c686c4d3643c3744e89744afbd79da6a/GettyImages-672153817.webp?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/nEeQgPilvby9jbImFNqS0/8df1a48bc9b7496a6a141bf0167885c5/GettyImages-1367899891__1_.webp?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/ef38787d6e808bff12f2b031b424912b/GettyImages-1346582403.webp?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/c970e2898ba17f2f63a89869b9be5b35/GettyImages-1455365257.webp?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/dc83894f2b4cdd9b101aa92a81d230f2/GettyImages-1459088392.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two data scientists use PySpark for data processing and analysis while working on a machine learning model.](https://images.ctfassets.net/wp1lcwdav1p1/4nGmSIWCveFdaZLOaYaZSa/5580315f295f81efb2a314cdfd367429/GettyImages-1473508651.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A computer programmer is presenting information on Julia versus R.](https://images.ctfassets.net/wp1lcwdav1p1/5JP4i9lMAH0zRjbaqpwWvR/2aa8d93658089a0b138520842d36a0dc/GettyImages-1483272796-converted-from-jpg.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A business intelligence professional uses Splunk for data analysis.](https://images.ctfassets.net/wp1lcwdav1p1/3tJeE2dC7YsYdk5d6wAmDf/e4c74f9c9c663032216ca86230afa738/GettyImages-1171686909.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Computer programmers working in a professional environment, focused on their computers displaying code, discuss the use of SciPy for scientific and mathematical computations in Python.](https://images.ctfassets.net/wp1lcwdav1p1/7srdpeE7gxUfjOEloPIz5e/bc304a38805b89c0a1bd15943bf58e44/GettyImages-2185885989.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A professional is reading through a stack of big data resumes.](https://images.ctfassets.net/wp1lcwdav1p1/1O3VRCQe7CgaUkBGGsbvHD/c373382ad837de3de31fe852f6806b40/GettyImages-1318925999.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A web developer works with semi-structured data at their workspace.](https://images.ctfassets.net/wp1lcwdav1p1/2i8YFcV718mDVTnZt6MOxD/b06c6e8d91a0ab9c41fe40dfe08eb6e8/GettyImages-2190416423-converted-from-jpg.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Feature Image] An aspiring natural language processing professional researches “What is an N-gram” on their laptop as part of their coursework.](https://images.ctfassets.net/wp1lcwdav1p1/iiPalnMkv1uxPuKZkTnNg/b55660baf1b97504c7351ceaf16514ca/GettyImages-557715963-converted-from-jpg.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
