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Data Analyst Courses

Data analysts work across industries, and the tools they use are fairly consistent: SQL, statistics, BI dashboards, and data visualization. Udacity's data analyst courses cover all of it, from SQL querying and statistical analysis through Power BI, marketing analytics, and A/B testing. Programs run from introductory to advanced, with Nanodegree tracks that include real-world projects and mentor support. The goal is to prepare you for analyst roles with the tools and workflows employers actually hire for.

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Business Analytics with Tableau

Dive into business analytics with this Nanodegree. Master Excel, SQL, and Tableau to analyze data, create interactive dashboards, and deliver insights that drive informed, impactful business decisions.

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Business Analytics with Power BI

Master data fundamentals applicable to any industry and learn to make data-driven decisions. From collecting and analyzing data to modeling business scenarios, students will learn Excel, SQL, and Power BI, utilizing data visualization skills to communicate findings.

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Data Analysis and Visualization Fluency

Learn about the data analysis process, key steps in data wrangling, basic data types, summary statistics, how to design good data visualizations, common types of charts and plots, and how to tell a story with your visuals.

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Statistics for Data Analysis

Learn core statistics for data analysis, including probability, regression, and experiment design. Build practical Python skills to analyze data and prepare for analyst and data scientist roles.

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SQL for Data Analysis

Learn how to execute core SQL commands to define, select, manipulate, control access, aggregate, and join data and data tables. Understand when and how to use subqueries, several window functions, and partitions to complete complex tasks. Clean data, optimize SQL queries and write select advanced JOINs to enhance analysis performance.

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SQL for Data Analysis

SQL is one of the most versatile tools available when it comes to extracting insights from stored data. Learn how to execute core SQL commands to define, select, manipulate, control access, aggregate, and join data and data tables. Understand when and how to use subqueries, several window functions, and partitions to complete complex tasks. Clean data, optimize SQL queries, and write select advanced JOINs to enhance analysis performance. Explain which cases you would want to use particular SQL commands and apply the results from queries to address business problems.

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Marketing Analytics

Turn marketing data into actionable insights with this Nanodegree. Learn to collect, analyze, and model data, then communicate findings using Excel and Tableau to drive informed business and marketing decisions.

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Data Visualization

This Data Visualization Nanodegree program covers four courses on data visualization and storytelling. Students will learn to select appropriate visualizations, design effective dashboards, and tell data stories that uncover insights and make recommendations. They will use Tableau to build interactive dashboards and create polished presentations with data visualizations. Through a series of projects, students will learn to discover user needs, identify key metrics, prototype, and design dashboards, analyze data to find insights and communicate recommendations effectively.

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Business Intelligence Analytics

Build enterprise-ready BI skills using Power BI, automated machine learning, regression, clustering, and time-series analysis to design reliable data models, dashboards, and insights that drive confident business decisions.

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A/B Testing

This course will cover the design and analysis of A/B tests, which are online experiments used throughout tech industry by companies like Google, Amazon, and Netflix.

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Complementary Course Collections

Analysis is strongest when your technical and business skills grow together. Add SQL Fluency, Python for Data Science, and Business Analytics to query data directly, automate your workflows, and connect your findings to decisions.

SQL Fluency

Expand your SQL fluency by pairing database fundamentals with advanced cloud, machine learning, and systems coursework. Deepen your understanding of how data is stored, processed, and deployed, linking strong querying and modeling foundations to scalable infrastructure, intelligent applications, and end-to-end data systems.

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Browse the Full School Library

Explore all of Udacity’s Schools, consisting of hundreds of career-driven programs and courses that are designed to teach practical skills and help you learn to your full potential.

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