Advance Your Data Analyst Career

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.

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[Featured Image] A data project manager stands before a screen and provides information to her team.
Status: Featured

What Does a Data Project Manager Do?

Explore the role of data project manager and what it takes to lead technical projects focusing on big data. Find out how to leverage project management skills and relevant education to transition into this career.

February 26, 2025

Article

[Featured Image] A man and woman discuss what they see on a computer monitor while studying for Python certification.
Status: Featured

How Do I Get Python Certification?

Python is one of the most popular programming languages in the world, making it a valuable skill for many professionals. Explore whether you should get a Python certification by learning about certification options and the benefits of this credential.

January 3, 2025

Article

[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.
Status: Featured

Star Schema vs. Snowflake Schema: What’s the Difference?

Discover what star schema and snowflake schema data models are, their practical uses, benefits, drawbacks, and how they compare to one another as two popular data modeling techniques.

February 13, 2025

Article

[Featured Image] Two health care data analysts discuss various results from an analysis about how to improve a hospital’s functioning.

Health Care Data Analyst: Career Guide and How to Become One

Data analytics and health care are industries in high demand, so it’s no surprise that combining the two can lead to a fulfilling and well-paid career. Discover what you need to know to become a health care data analyst.

September 21, 2022

Article

[Featured image] Woman in yellow dual-screen reviewing data analysis

7 Popular Data Analytics Certifications: Your 2026 Guide

Whether you’re just getting started or are already established, obtaining a certification or certificate in data analytics can help you reach your professional goals. 

May 12, 2022

Article

[Featured image] A team of business data analysts meet and discuss visualizations as they prepare to share their findings with key stakeholders.

What Does a Business Data Analyst Do? 2026 Career Guide

Business data analysts use data to uncover trends, drive growth, and improve operations. This guide covers their role, tools, skills, salary outlook, and steps to enter the field, plus how they differ from business analysts and key education paths.

March 26, 2022

Article

[Featured Image] Two health care data analysts discuss various results from an analysis about how to improve a hospital’s functioning.

Health Care Data Analyst: Career Guide and How to Become One

Data analytics and health care are industries in high demand, so it’s no surprise that combining the two can lead to a fulfilling and well-paid career. Discover what you need to know to become a health care data analyst.

September 21, 2022

Article

[Featured image] Woman in yellow dual-screen reviewing data analysis

7 Popular Data Analytics Certifications: Your 2026 Guide

Whether you’re just getting started or are already established, obtaining a certification or certificate in data analytics can help you reach your professional goals. 

May 12, 2022

Article

Grow your data analysis expertise

Coursera

Skills you'll gain: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Database Management, Business Reporting, Query Languages, Performance Reporting, GitHub, Version Control, Performance Tuning, Jupyter

4.6
Rating, 4.6 out of 5 stars
969 reviews

Beginner · Specialization · 3 - 6 Months

Status: Hands-On Projects

Google

Skills you'll gain: Data Storytelling, Data Visualization, A/B Testing, Sampling (Statistics), Data Analysis, Exploratory Data Analysis, Regression Analysis, Data Visualization Software, Data Presentation, Data Ethics, Feature Engineering, Statistical Hypothesis Testing, Statistics, Statistical Analysis, Data Science, Tableau Software, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
11K reviews

Advanced · Professional Certificate · 3 - 6 Months

Google

Skills you'll gain: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, R (Software), Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, LinkedIn, Object Oriented Programming (OOP), Data Structures, Interviewing Skills, Applicant Tracking Systems

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
178K reviews

Beginner · Professional Certificate · 3 - 6 Months

[Featured Image] A cryptanalyst is at a workstation, analyzing data on computer monitors.

What Does a Cryptanalyst Do? 2026 Career Guide

Learn about what it means to be a professional codebreaker and how to get started in this cybersecurity role.

August 18, 2021

Article

[Featured image] A data analyst sits at their laptop smiling at the camera with a group of coworkers in the background.

How Much Do Data Analysts Earn in 2026? Your Salary Guide

Find out how much you can expect to earn as a data analyst in 2025. This article covers average salary figures, factors that influence pay, and differences based on experience, industry, and location.

June 25, 2021

Article

A smiling person in a wheelchair interviews for a data analyst job with a hiring manager.

15 Data Analyst Interview Questions and Answers

Enter your data analyst interview with confidence by preparing with these 15 interview questions.

June 5, 2021

Article

[Featured image] A data analytics degree student works on his laptop in a university library.

What Degree Do I Need to Become a Data Analyst?

Do you need a degree to become a data analyst? If so, which one? Learn these answers and more.

May 7, 2021

Article

[Featured image] A data analyst sits on an outdoor patio with their laptop in their lap, working on their portfolio.

How to Build a Data Analyst Portfolio: Tips for Success

Learn how to build a winning data analytics portfolio, even with no prior job experience.

May 7, 2021

Article

[Featured image] A business analyst interviews an employee. Both of them have their laptops in front of them.

Business Analyst vs. Data Analyst: What’s the Difference?

Learn how data analysts and business analysts work with data to drive better business decisions (and find out which might be a better career fit for you).

April 16, 2021

Article

[Featured image]: Two small business owners are sitting at a table, surrounded by products as they analyze data charts provided by a data analyst.

4 Data Analyst Career Paths: Your Guide to Leveling Up

Getting a job as a data analyst can open up a variety of exciting career paths, including data science, management, consulting, or specialization.

April 16, 2021

Article

[Featured image] Two people sit in a living room, one working on data analysis on their laptop

7 In-Demand Data Analyst Skills to Get You Hired in 2026

Transitioning to a career in data analytics can mean stable employment in a high-paying industry once you have the right skills.

April 16, 2021

Article

[Featured image] A data analyst sits at her desk in front of a laptop computer, looking at the camera.

How to Become a Data Analyst

Whether you have a degree or not, learn how to become a data analyst.

April 16, 2021

Article

[Featured image] A team of business data analysts meet and discuss visualizations as they prepare to share their findings with key stakeholders.

What Does a Business Data Analyst Do? 2026 Career Guide

Business data analysts use data to uncover trends, drive growth, and improve operations. This guide covers their role, tools, skills, salary outlook, and steps to enter the field, plus how they differ from business analysts and key education paths.

March 26, 2022

Article

[Featured Image] A cryptanalyst is at a workstation, analyzing data on computer monitors.

What Does a Cryptanalyst Do? 2026 Career Guide

Learn about what it means to be a professional codebreaker and how to get started in this cybersecurity role.

August 18, 2021

Article

[Featured image] A data analyst sits at their laptop smiling at the camera with a group of coworkers in the background.

How Much Do Data Analysts Earn in 2026? Your Salary Guide

Find out how much you can expect to earn as a data analyst in 2025. This article covers average salary figures, factors that influence pay, and differences based on experience, industry, and location.

June 25, 2021

Article

A smiling person in a wheelchair interviews for a data analyst job with a hiring manager.

15 Data Analyst Interview Questions and Answers

Enter your data analyst interview with confidence by preparing with these 15 interview questions.

June 5, 2021

Article

[Featured image] A data analytics degree student works on his laptop in a university library.

What Degree Do I Need to Become a Data Analyst?

Do you need a degree to become a data analyst? If so, which one? Learn these answers and more.

May 7, 2021

Article

[Featured image] A data analyst sits on an outdoor patio with their laptop in their lap, working on their portfolio.

How to Build a Data Analyst Portfolio: Tips for Success

Learn how to build a winning data analytics portfolio, even with no prior job experience.

May 7, 2021

Article

[Featured image] A business analyst interviews an employee. Both of them have their laptops in front of them.

Business Analyst vs. Data Analyst: What’s the Difference?

Learn how data analysts and business analysts work with data to drive better business decisions (and find out which might be a better career fit for you).

April 16, 2021

Article

[Featured image]: Two small business owners are sitting at a table, surrounded by products as they analyze data charts provided by a data analyst.

4 Data Analyst Career Paths: Your Guide to Leveling Up

Getting a job as a data analyst can open up a variety of exciting career paths, including data science, management, consulting, or specialization.

April 16, 2021

Article

[Featured image] Two people sit in a living room, one working on data analysis on their laptop

7 In-Demand Data Analyst Skills to Get You Hired in 2026

Transitioning to a career in data analytics can mean stable employment in a high-paying industry once you have the right skills.

April 16, 2021

Article

[Featured image] A data analyst sits at her desk in front of a laptop computer, looking at the camera.

How to Become a Data Analyst

Whether you have a degree or not, learn how to become a data analyst.

April 16, 2021

Article

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:

Ready to start learning? Explore our catalog of data analysis courses or accelerate your career growth with a Coursera Plus subscription. When you enroll in either the monthly or annual option, you’ll get access to over 10,000 courses.

Frequently asked questions (FAQ)