Best Data Analyst Courses & Certificates [2026]

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Data Analyst

Data Analyst Courses

Data analyst courses can help you learn data visualization, statistical analysis, and data cleaning techniques. You can build skills in interpreting complex datasets, creating meaningful reports, and communicating insights effectively. Many courses introduce tools like Excel, SQL, and Tableau, that support analyzing data and presenting findings in a clear, impactful way. Additionally, you may explore methods for predictive analytics and data storytelling, enhancing your ability to make data-driven decisions.

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Popular Data Analyst Courses and Certifications

Status: Free Trial
IBM
Introduction to Data Analytics
Skills you'll gain: Statistical Visualization, Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Mart, Data Science, Data Warehousing, Data Visualization, Analytics, Data Cleansing, Apache Spark, Data Lakes, Data Presentation, Data Transformation, Microsoft Excel
4.8
Rating, 4.8 out of 5 stars
20K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Status: AI skills
Google
Google Data Analytics
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
177K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
IBM
Excel Basics for Data Analysis
Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Analysis, Data Import/Export, Spreadsheet Software, Data Wrangling, Data Quality, Pivot Tables And Charts, Google Sheets, Data Manipulation, Data Science, Information Privacy
4.7
Rating, 4.7 out of 5 stars
11K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Status: AI skills
IBM
IBM Data Analyst
Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Interactive Data Visualization, Exploratory Data Analysis, Generative AI, SQL, Data Analysis, Data Manipulation, Statistical Visualization, IBM Cognos Analytics, Excel Formulas, Professional Networking, Data Import/Export, Microsoft Excel, Python Programming
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
98K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
Status: AI skills
Microsoft
Microsoft Power BI Data Analyst
Skills you'll gain: Power BI, Microsoft Excel, Data Analysis, Microsoft Power Platform, Data Integrity, Data Visualization, Data Storage, Data Collection, Data Quality, Data Manipulation, Business Analytics, Timelines, Advanced Analytics, Database Design, Statistical Reporting, Report Writing, Data Processing, Data Warehousing, Business Intelligence, SQL
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
9K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
IBM
Data Analysis with Python
Skills you'll gain: Exploratory Data Analysis, Data Analysis, Data Import/Export, Data Manipulation, Data Transformation, Predictive Modeling, Data Cleansing, Data Preprocessing, Model Evaluation, Predictive Analytics, Pandas (Python Package), Regression Analysis, Feature Engineering, Statistical Analysis, Matplotlib, Scikit Learn (Machine Learning Library), Data Visualization, NumPy, Python Programming
4.7
Rating, 4.7 out of 5 stars
20K reviews
Intermediate · Course · 1 - 3 Months

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Status: Free Trial
IBM
Python for Data Science, AI & Development
Skills you'll gain: Data Import/Export, Programming Principles, Web Scraping, File I/O, Python Programming, Jupyter, Data Structures, Pandas (Python Package), Data Manipulation, JSON, Computer Programming, Restful API, NumPy, Object Oriented Programming (OOP), Application Programming Interface (API), Automation, Data Analysis
4.6
Rating, 4.6 out of 5 stars
43K reviews
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Google
Google Data Analysis with Python
Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Mathematical Software, Computational Logic, Data Structures
4.8
Rating, 4.8 out of 5 stars
97 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Google
Foundations: Data, Data, Everywhere
Skills you'll gain: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
4.8
Rating, 4.8 out of 5 stars
121K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Microsoft
Data Analysis and Visualization with Power BI
Skills you'll gain: Dashboard, Power BI, Data Storytelling, Data Visualization Software, Data Visualization, Data Presentation, Advanced Analytics, Statistical Reporting, Interactive Data Visualization, Business Intelligence, Data Analysis, Web Content Accessibility Guidelines
4.7
Rating, 4.7 out of 5 stars
984 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Google
Google Advanced Data Analytics
Skills you'll gain: Data Storytelling, Data Visualization, Exploratory Data Analysis, Regression Analysis, Feature Engineering, Statistical Hypothesis Testing, Sampling (Statistics), Data Ethics, Logistic Regression, Model Evaluation, Data Visualization Software, Descriptive Statistics, Data Analysis, Statistical Analysis, Tableau Software, Object Oriented Programming (OOP), Data Science, Machine Learning, 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
Status: AI skills
Meta
Meta Data Analyst
Skills you'll gain: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
4.7
Rating, 4.7 out of 5 stars
1.8K reviews
Beginner · Professional Certificate · 3 - 6 Months

In summary, here are 10 of our most popular data analyst courses

Introduction to Data Analytics: IBM
Google Data Analytics: Google
Excel Basics for Data Analysis: IBM
IBM Data Analyst: IBM
Microsoft Power BI Data Analyst: Microsoft
Data Analysis with Python: IBM
Python for Data Science, AI & Development: IBM
Google Data Analysis with Python: Google
Foundations: Data, Data, Everywhere: Google
Data Analysis and Visualization with Power BI: Microsoft

Frequently Asked Questions about Data Analyst

Pursuing a career as a data analyst can open doors to various job opportunities. Common roles include data analyst, business intelligence analyst, data scientist, and data engineer. Additionally, data analysts can work in diverse industries such as finance, healthcare, marketing, and technology. Each of these positions requires a strong analytical mindset and the ability to communicate findings effectively. As you gain experience, you may also find opportunities to advance into managerial roles or specialize in areas like data visualization or machine learning.‎

There are numerous online courses available for those interested in becoming data analysts. Some of the best options include the IBM Data Analyst Professional Certificate and the Microsoft Power BI Data Analyst Professional Certificate. These programs provide comprehensive training in data analysis techniques, tools, and best practices, equipping you with the knowledge needed to succeed in this field.‎

Data analyst courses typically cover a variety of topics essential for building a solid foundation in the field. Common subjects include data cleaning and preparation, exploratory data analysis, statistical methods, data visualization techniques, and the use of analytical tools like Excel, SQL, and Python. Many courses also emphasize practical applications, allowing you to work on projects that simulate real-world data analysis scenarios.‎

For training and upskilling employees or the workforce, several data analyst courses stand out. The IBM Data Analytics with Excel and R Professional Certificate and the Generative AI Data Analyst Specialization are excellent choices. These programs are designed to enhance analytical skills and provide practical knowledge that can be directly applied in the workplace, making them ideal for organizations looking to boost their data capabilities.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.