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 learner researches data analyst vs. data scientist as they decide on their career path.

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

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[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

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

What Does a Data Analyst Do? Your 2026 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

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[Featured Image] A learner researches data analyst vs. data scientist as they decide on their career path.

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

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Grow your data analysis expertise

Google

Skills you'll gain: Data Visualization, Gemini, Spreadsheet Software, Data Analysis, Trend Analysis, Data-Driven Decision-Making, Big Data, Artificial Intelligence, Generative AI, Responsible AI

5
Rating, 5 out of 5 stars
48 reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

Google

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

Build toward a degree

4.8
Rating, 4.8 out of 5 stars
10K reviews

Advanced · Professional Certificate · 3 - 6 Months

Status: Free Trial

Google

Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Data Storytelling, Advanced Analytics, Statistical Analysis, Data Analysis, Business Analytics, Statistical Methods, Analytical Skills, Data Science, Exploratory Data Analysis, Project Design, Predictive Modeling, Machine Learning Methods, Artificial Intelligence, Python Programming, Machine Learning, Portfolio Management

4.8
Rating, 4.8 out of 5 stars
1.4K 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 2026 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:

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.

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