As an advanced data analyst, you’ll lead complex data analysis and complete them with accuracy and efficiency. The resources below can help you develop the right skills to advance as a data analyst.
Grow your data analysis expertise
Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Data Ethics, Statistics, Unsupervised Learning, Data Presentation, Data Visualization Software, Data Visualization, Data Analysis, Machine Learning, Data Manipulation, Data Science, Tableau Software, Interviewing Skills, Python Programming, Advanced Analytics
Skills you'll gain: Data Presentation, Data Storytelling, Data Cleansing, Data Visualization, Data Validation, Rmarkdown, Data Integrity, Interactive Data Visualization, Data Ethics, Dashboard, Ggplot2, Data Quality, Stakeholder Communications, Data Literacy, Data Visualization Software, Data Analysis, SQL, Interviewing Skills, Analytical Skills, Applicant Tracking Systems
Skills you'll gain: Advanced Analytics, Portfolio Management, Analytical Skills, Data Analysis, Project Management, Project Documentation, Artificial Intelligence, Presentations, Python Programming, Machine Learning
Advanced data analysts deepen their expertise in data analysis by integrating methodologies like statistics, math, programming, and machine learning. They take on more leadership and management responsibilities, advising teams on data-driven recommendations.
Furthering your career as a data analyst means taking on tasks like building regression and other statistical models to interpret data. You’ll create more elaborate data visualizations, using tools to convey complex data so that it tells a compelling story. While it is not required, you might decide to pursue a graduate degree in data analytics or data science to demonstrate your dedication to professional development.
Advance in your data analyst career with these resources:
![[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 man and woman discuss what they see on a computer monitor while studying for Python certification.](https://images.ctfassets.net/wp1lcwdav1p1/4Z4PVzAWD3FA00WHKoMCoV/9fcb3cd6847c63a32c14cec3e3b2abde/GettyImages-1166861613.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A man writes in a notebook and looks at his laptop as he takes a data science course online and learns about topics like star schema vs. snowflake schema.](https://images.ctfassets.net/wp1lcwdav1p1/6KDegInO8xcnO1WTWl6e75/0aae248eecc5c618edbb41afbeea49f5/GettyImages-1313356858.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two health care data analysts discuss various results from an analysis about how to improve a hospital’s functioning.](https://images.ctfassets.net/wp1lcwdav1p1/vUvVtKDJMwdbsasFdmWYi/f981f2b3f75a3ffb09d0921b29ec7e95/GettyImages-2182330620.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] Woman in yellow dual-screen reviewing data analysis](https://images.ctfassets.net/wp1lcwdav1p1/3Z0opa9tMlModMNk65jmuv/ced51a1dda4b0ce95b3d916138cc544f/GettyImages-1338373232__2_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A team of business data analysts meet and discuss visualizations as they prepare to share their findings with key stakeholders.](https://images.ctfassets.net/wp1lcwdav1p1/1NHIOGo2q5hOkbYqIfgade/0bc24bd561089fedec9088532c00ddfb/Business-professionals-discussing-over-a-graph-1127726411_8477x5651.jpeg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Person at a workstation, analyzing data on computer monitors.](https://images.ctfassets.net/wp1lcwdav1p1/7hRHnZsLXCk37EP40omV9u/018cc6afa476f31e7570f8f93d91f21b/GettyImages-1442972530.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A data analyst sits at their laptop smiling at the camera with a group of coworkers in the background.](https://images.ctfassets.net/wp1lcwdav1p1/3ExgLa4vYLV16Sb2IQdGux/c28fdf797ad6009052cd9c2d064ff5a7/Data_analyst_salary.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A data analytics degree student works on his laptop in a university library.](https://images.ctfassets.net/wp1lcwdav1p1/1XR2cF08DJY1W2zv44848G/d9c1624fae91dbba0a559288a5f5f40b/Data_analytics_degree.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A woman sits on an outdoor patio with her laptop in her lap working on her portfolio](https://images.ctfassets.net/wp1lcwdav1p1/6n65wQIVMiBvUJG7u9rVtJ/265c1093d089f528e7f52c238d583fd3/data_analyst_portfolio.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A female business analyst interviews a female employee. Both have their laptops in front of them.](https://images.ctfassets.net/wp1lcwdav1p1/5vfQELyaDvsspcLpsigHEy/ec1810ecd32ac851a47d952a4f5d1e5d/dat_analyst_vs_business_analyst.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] Two men sit in a living room, one working on data analysis on his laptop](https://images.ctfassets.net/wp1lcwdav1p1/2uwvgHERA0c0sPwlruetNc/42b13a63da8973b7d903887fb9a82973/data_analyst_skills.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A data analyst sits at her desk in front of a laptop computer, looking at the camera.](https://images.ctfassets.net/wp1lcwdav1p1/3CkaYYRYdzir3oglOF6NKR/0dfa4d6e778b1b5508e4577f021b9804/how_to_become_a_data_analyst.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
