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.

Coursera logo C cutout
[Featured image] A data scientist in a coral sweater and glasses sits in front of a computer with programming language on the screen.

What’s the Difference Between a Data Analyst and a Data Scientist?

Data analysts and data scientists use data to drive insights and predictions. This guide compares roles, skills, education, and salaries, offers tips for building expertise, and explores the growing demand for data professionals in today’s job market.

March 30, 2021

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

What Is a Business Intelligence Analyst? Making Data-Driven Business Decisions

Business intelligence analysts use data to help businesses navigate decisions. Once you have the necessary skills, there are several paths you can take to become one.

February 22, 2021

Article

[Featured Image] A data scientist works on a desktop computer in an office.

What Does a Data Analyst Do? Your 2025 Career Guide

A data analyst gathers, cleans, and studies data sets to help solve problems. Here's how you can start on a path to become one.

December 16, 2020

Article

[Featured image] A data scientist in a coral sweater and glasses sits in front of a computer with programming language on the screen.

What’s the Difference Between a Data Analyst and a Data Scientist?

Data analysts and data scientists use data to drive insights and predictions. This guide compares roles, skills, education, and salaries, offers tips for building expertise, and explores the growing demand for data professionals in today’s job market.

March 30, 2021

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

What Is a Business Intelligence Analyst? Making Data-Driven Business Decisions

Business intelligence analysts use data to help businesses navigate decisions. Once you have the necessary skills, there are several paths you can take to become one.

February 22, 2021

Article

Grow your data analysis expertise

Status: Free Trial

Google

Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Statistical Hypothesis Testing, Data Ethics, Data Visualization Software, Sampling (Statistics), Data Presentation, Regression Analysis, Feature Engineering, Data Transformation, Descriptive Statistics, Professional Networking, Data Visualization, Tableau Software, Data Manipulation, Statistical Analysis, Advanced Analytics, Object Oriented Programming (OOP), Data Analysis, Interviewing Skills

Build toward a degree

4.7
Rating, 4.7 out of 5 stars
6.7K reviews

Advanced · Professional Certificate · 3 - 6 Months

Status: Free Trial
Status: New AI skills

Google

Skills you'll gain: Data Storytelling, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Rmarkdown, Interactive Data Visualization, Data Cleansing, Data Validation, Professional Networking, Ggplot2, Tableau Software, Presentations, Spreadsheet Software, Data Analysis, Data Visualization Software, Stakeholder Communications, LinkedIn, Sampling (Statistics), Interviewing Skills

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
170K reviews

Beginner · Professional Certificate · 3 - 6 Months

Status: Free Trial

Google

Skills you'll gain: Regression Analysis, Data Visualization, Statistical Analysis, Advanced Analytics, Data Analysis, Business Analytics, Data-Driven Decision-Making, Machine Learning Methods, Interviewing Skills, Portfolio Management

4.9
Rating, 4.9 out of 5 stars
1.2K reviews

Advanced · Course · 1 - 4 Weeks

[Featured Image] A data scientist works on a desktop computer in an office.

What Does a Data Analyst Do? Your 2025 Career Guide

A data analyst gathers, cleans, and studies data sets to help solve problems. Here's how you can start on a path to become one.

December 16, 2020

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:

Frequently asked questions (FAQ)