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.

Popular Data Analyst Courses and Certifications

Status: Free Trial
IBM
Introduction to Data Analytics
Skills you'll gain: Data Storytelling, Data Wrangling, Data Presentation, Big Data, Interactive Data Visualization, Data Analysis, Statistical Visualization, Data Cleansing, Apache Hadoop, Statistical Analysis, Data Visualization, Data Import/Export, Apache Hive, Data Mart, Data Processing, Data Warehousing, Data Transformation, Apache Spark, Data Science, Microsoft Excel
4.8
Rating, 4.8 out of 5 stars
21K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Status: AI skills
Google
Google Data Analytics
Skills you'll gain: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Interactive Data Visualization, Data Validation, Ggplot2, R (Software), Sampling (Statistics), Spreadsheet Software, Data Analysis, Stakeholder Communications, LinkedIn, Object Oriented Programming (OOP), File Management, Web Presence, Data Structures, Interviewing Skills
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
181K 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, Dashboard Creation, Microsoft Excel, Data Visualization, Model Optimization, Advanced Analytics, Data Integrity, Data Analysis, Snowflake Schema, Statistical Visualization, Data Storage, Data Quality, Database Design, Microsoft Power Platform, Business Intelligence, Analytics, Statistical Analysis, Data Analysis Software, Business Intelligence Software, SQL
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
9.5K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
Status: AI skills
IBM
IBM Data Analyst
Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Exploratory Data Analysis, Data Wrangling, SQL, Plot (Graphics), IBM Cognos Analytics, Data Analysis, Professional Networking, Analytics, Excel Formulas, Data Import/Export, Python Programming, Microsoft Excel
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
99K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
IBM
Excel Basics for Data Analysis
Skills you'll gain: Excel Formulas, Data Cleansing, Pivot Tables And Charts, Spreadsheet Software, Data Wrangling, Microsoft Excel, Data Analysis, Data Quality, Google Sheets, Data Manipulation, Data Integrity, Data Ethics, Data Entry, Data Import/Export, Data Science
4.7
Rating, 4.7 out of 5 stars
11K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Data Analysis with Python
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Cleansing, Data Preprocessing, Data Manipulation, Data Analysis, Data Processing, Model Training, Scatter Plots, Statistical Analysis, Predictive Modeling, Regression Analysis, Statistical Methods, Data Transformation, Feature Engineering, Data Import/Export, Scientific Visualization, Data Visualization, 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
Google
Foundations: Data, Data, Everywhere
Skills you'll gain: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
4.8
Rating, 4.8 out of 5 stars
123K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Google
Google Advanced Data Analytics
Skills you'll gain: Interactive Data Visualization, Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Modeling, Data Cleansing, Data Structures, Interviewing Skills, NumPy, Professional Development
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
12K reviews
Advanced · Professional Certificate · 3 - 6 Months
Status: New
Status: Free Trial
Google
AI for Data Analysis
Skills you'll gain: Data Presentation, Interactive Data Visualization, Google Gemini, Analytics, Business Analytics, Data Wrangling, AI Personalization, Artificial Intelligence, Model Evaluation, Performance Analysis, AI Enablement, AI literacy, AI Workflows, Generative AI, Simulation and Simulation Software, Productivity Software, Google Workspace, Responsible AI
4.7
Rating, 4.7 out of 5 stars
616 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Coursera
Data Analyst: SQL, Analysis, and Visualization
Skills you'll gain: Dashboard Creation, Data Preprocessing, Dashboard, Descriptive Statistics, Exploratory Data Analysis, Pandas (Python Package), Data Presentation, SQL, Data Analysis, Data Wrangling, Tableau Software, Feature Engineering, Statistical Visualization, Data Cleansing, Analytical Skills, Data Visualization, Data Validation, Data Warehousing, Data Visualization Software, Data Analysis Software
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Microsoft
Microsoft Data Analysis with SQL, Excel & Power BI
Skills you'll gain: Data Visualization, Data Storytelling, Power BI, Dashboard, Data Presentation, Transact-SQL, SQL, Microsoft SQL Servers, Excel Formulas, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Cleansing, Transaction Processing, Data Manipulation, Data Processing, Data Analysis, Dashboard Creation, Business Intelligence, Data Management
4.6
Rating, 4.6 out of 5 stars
1.4K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Status: AI skills
Meta
Meta Data Analyst
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Presentation, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Performance Metric, Information Privacy, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Analytics, 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
Microsoft Power BI Data Analyst: Microsoft
IBM Data Analyst: IBM
Excel Basics for Data Analysis: IBM
Data Analysis with Python: IBM
Foundations: Data, Data, Everywhere: Google
Google Advanced Data Analytics: Google
AI for Data Analysis: Google
Data Analyst: SQL, Analysis, and Visualization: Coursera

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.